{ "schema_version": "powerbi-v2-wide", "generated_from_snapshot": "2026-07-26", "source_snapshots": { "artificial_analysis": "2026-07-26", "llmstats": "2026-07-26" }, "artificial_analysis": { "models": [ { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ai21-labs/jamba-1-7-large:default", "family_id": "ai21-labs/jamba-1-7-large", "variant_id": "ai21-labs/jamba-1-7-large:default", "canonical_name": "Jamba 1.7 Large", "source_name": "Jamba 1.7 Large", "provider": "AI21 Labs", "creator": "AI21 Labs", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "jamba-1-7-large", "source_model_url": "https://artificialanalysis.ai/models/jamba-1-7-large", "source_rank": 219, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 5, "aa_official_coding_index": 19, "aa_omniscience_index": -56, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 13, "aa_tau3_banking": null, "aa_lcr": 17, "aa_omniscience_accuracy": 20, "aa_non_hallucination_rate": 6, "aa_hle": 4, "aa_gpqa": 39, "aa_scicode": 19, "aa_ifbench": 35, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2, "aa_output_cost_usd_per_1m": 8, "aa_blended_cost_usd_per_1m": 4.4, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 54, "aa_speed_p5_tokens_per_second": 30, "aa_speed_p25_tokens_per_second": 49, "aa_speed_p75_tokens_per_second": 60, "aa_speed_p95_tokens_per_second": 62, "aa_latency_seconds": 1.4, "aa_latency_first_token_seconds": 1.4, "aa_latency_p5_seconds": 1.16, "aa_latency_p25_seconds": 1.25, "aa_latency_p75_seconds": 1.51, "aa_latency_p95_seconds": 1.97, "aa_total_response_time_seconds": 10.6, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 5, "llmdex_cost_index": 95.6, "llmdex_speed_index": 48.4, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 40.86, "llmdex_efficiency_score": 0.56, "llmdex_performance_rank": 219, "llmdex_value_rank": 167, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ai21-labs/jamba-1-7-mini:default", "family_id": "ai21-labs/jamba-1-7-mini", "variant_id": "ai21-labs/jamba-1-7-mini:default", "canonical_name": "Jamba 1.7 Mini", "source_name": "Jamba 1.7 Mini", "provider": "AI21 Labs", "creator": "AI21 Labs", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "jamba-1-7-mini", "source_model_url": "https://artificialanalysis.ai/models/jamba-1-7-mini", "source_rank": 240, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 3, "aa_official_coding_index": 9, "aa_omniscience_index": -74, "aa_context_window_tokens": 258000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 13, "aa_tau3_banking": null, "aa_lcr": 13, "aa_omniscience_accuracy": 11, "aa_non_hallucination_rate": 3, "aa_hle": 4, "aa_gpqa": 32, "aa_scicode": 9, "aa_ifbench": 31, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 3, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 3, "llmdex_efficiency_score": null, "llmdex_performance_rank": 240, "llmdex_value_rank": 243, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ai21-labs/jamba-reasoning-3b:reasoning", "family_id": "ai21-labs/jamba-reasoning-3b", "variant_id": "ai21-labs/jamba-reasoning-3b:reasoning", "canonical_name": "Jamba Reasoning 3B", "source_name": "Jamba Reasoning 3B", "provider": "AI21 Labs", "creator": "AI21 Labs", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "jamba-reasoning-3b", "source_model_url": "https://artificialanalysis.ai/models/jamba-reasoning-3b", "source_rank": 229, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 4, "aa_official_coding_index": 6, "aa_omniscience_index": -74, "aa_context_window_tokens": 262000, "aa_gdpval": null, "aa_terminalbench_hard": 1, "aa_terminalbench_v21": null, "aa_tau2": 16, "aa_tau3_banking": null, "aa_lcr": 7, "aa_omniscience_accuracy": 7, "aa_non_hallucination_rate": 14, "aa_hle": 5, "aa_gpqa": 33, "aa_scicode": 6, "aa_ifbench": 52, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 4, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 4, "llmdex_efficiency_score": null, "llmdex_performance_rank": 229, "llmdex_value_rank": 235, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ai9stars/g9v3-3b:default", "family_id": "ai9stars/g9v3-3b", "variant_id": "ai9stars/g9v3-3b:default", "canonical_name": "G9v3-3B", "source_name": "G9v3-3B", "provider": "AI9Stars", "creator": "AI9Stars", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "g9v3-3b", "source_model_url": "https://artificialanalysis.ai/models/g9v3-3b", "source_rank": 140, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 16, "aa_official_coding_index": 12, "aa_omniscience_index": -5, "aa_context_window_tokens": 131000, "aa_gdpval": 18, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 6, "aa_tau2": null, "aa_tau3_banking": 6, "aa_lcr": 35, "aa_omniscience_accuracy": 7, "aa_non_hallucination_rate": 88, "aa_hle": 4, "aa_gpqa": 44, "aa_scicode": 18, "aa_ifbench": null, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 16, "llmdex_cost_index": 100, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 47.5, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 140, "llmdex_value_rank": 123, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-0-8b:default", "family_id": "alibaba/qwen3-5-0-8b", "variant_id": "alibaba/qwen3-5-0-8b:default", "canonical_name": "Qwen3.5 0.8B", "source_name": "Qwen3.5 0.8B", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "qwen3-5-0-8b", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-0-8b", "source_rank": 217, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 6, "aa_official_coding_index": 0, "aa_omniscience_index": -35, "aa_context_window_tokens": 262000, "aa_gdpval": 0, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": 0, "aa_tau2": 48, "aa_tau3_banking": 0, "aa_lcr": 5, "aa_omniscience_accuracy": 1, "aa_non_hallucination_rate": 63, "aa_hle": 1, "aa_gpqa": 12, "aa_scicode": 0, "aa_ifbench": 21, "aa_critpt": 0, "aa_mmmu_pro": 26, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 6, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 56.2, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 6, "llmdex_efficiency_score": null, "llmdex_performance_rank": 217, "llmdex_value_rank": 229, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-0-8b:non-reasoning", "family_id": "alibaba/qwen3-5-0-8b", "variant_id": "alibaba/qwen3-5-0-8b:non-reasoning", "canonical_name": "Qwen3.5 0.8B (non-reasoning)", "source_name": "Qwen3.5 0.8B (non-reasoning)", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "qwen3-5-0-8b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-0-8b-non-reasoning", "source_rank": 235, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 3, "aa_official_coding_index": 1.5, "aa_omniscience_index": -89, "aa_context_window_tokens": 262000, "aa_gdpval": 0, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": 0, "aa_tau2": 65, "aa_tau3_banking": 1, "aa_lcr": 7, "aa_omniscience_accuracy": 5, "aa_non_hallucination_rate": 1, "aa_hle": 5, "aa_gpqa": 24, "aa_scicode": 3, "aa_ifbench": 22, "aa_critpt": 0, "aa_mmmu_pro": 26, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 3, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 56.2, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 3, "llmdex_efficiency_score": null, "llmdex_performance_rank": 235, "llmdex_value_rank": 247, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-122b-a10b:default", "family_id": "alibaba/qwen3-5-122b-a10b", "variant_id": "alibaba/qwen3-5-122b-a10b:default", "canonical_name": "Qwen3.5 122B A10B", "source_name": "Qwen3.5 122B A10B", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "qwen3-5-122b-a10b", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-122b-a10b", "source_rank": 71, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 32, "aa_official_coding_index": 45, "aa_omniscience_index": -40, "aa_context_window_tokens": 262000, "aa_gdpval": 24, "aa_terminalbench_hard": 31, "aa_terminalbench_v21": 48, "aa_tau2": 94, "aa_tau3_banking": 14, "aa_lcr": 67, "aa_omniscience_accuracy": 25, "aa_non_hallucination_rate": 15, "aa_hle": 23, "aa_gpqa": 86, "aa_scicode": 42, "aa_ifbench": 76, "aa_critpt": 1, "aa_mmmu_pro": 75, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.4, "aa_output_cost_usd_per_1m": 3.2, "aa_blended_cost_usd_per_1m": 1.52, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 133, "aa_speed_p5_tokens_per_second": 72, "aa_speed_p25_tokens_per_second": 131, "aa_speed_p75_tokens_per_second": 142, "aa_speed_p95_tokens_per_second": 151, "aa_latency_seconds": 2.35, "aa_latency_first_token_seconds": 17.4, "aa_latency_p5_seconds": 2.28, "aa_latency_p25_seconds": 2.32, "aa_latency_p75_seconds": 2.53, "aa_latency_p95_seconds": 2.62, "aa_total_response_time_seconds": 21.16, "aa_reasoning_time_seconds": 15.04, "llmdex_adjusted_performance": 32, "llmdex_cost_index": 98.48, "llmdex_speed_index": 51.55, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 55.85, "llmdex_efficiency_score": 52.22, "llmdex_performance_rank": 71, "llmdex_value_rank": 58, "llmdex_efficiency_rank": 30, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-122b-a10b:non-reasoning", "family_id": "alibaba/qwen3-5-122b-a10b", "variant_id": "alibaba/qwen3-5-122b-a10b:non-reasoning", "canonical_name": "Qwen3.5 122B A10B (non-reasoning)", "source_name": "Qwen3.5 122B A10B (non-reasoning)", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "qwen3-5-122b-a10b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-122b-a10b-non-reasoning", "source_rank": 88, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 28, "aa_official_coding_index": 41.5, "aa_omniscience_index": -54, "aa_context_window_tokens": 262000, "aa_gdpval": 19, "aa_terminalbench_hard": 30, "aa_terminalbench_v21": 47, "aa_tau2": 85, "aa_tau3_banking": 9, "aa_lcr": 56, "aa_omniscience_accuracy": 19, "aa_non_hallucination_rate": 11, "aa_hle": 15, "aa_gpqa": 83, "aa_scicode": 36, "aa_ifbench": 51, "aa_critpt": 1, "aa_mmmu_pro": 70, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.4, "aa_output_cost_usd_per_1m": 3.2, "aa_blended_cost_usd_per_1m": 1.52, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 145, "aa_speed_p5_tokens_per_second": 120, "aa_speed_p25_tokens_per_second": 141, "aa_speed_p75_tokens_per_second": 154, "aa_speed_p95_tokens_per_second": 171, "aa_latency_seconds": 2.37, "aa_latency_first_token_seconds": 2.37, "aa_latency_p5_seconds": 2.27, "aa_latency_p25_seconds": 2.3, "aa_latency_p75_seconds": 2.55, "aa_latency_p95_seconds": 3.85, "aa_total_response_time_seconds": 5.83, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 28, "llmdex_cost_index": 98.48, "llmdex_speed_index": 52.65, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 54.07, "llmdex_efficiency_score": 47.22, "llmdex_performance_rank": 88, "llmdex_value_rank": 74, "llmdex_efficiency_rank": 38, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-2b:default", "family_id": "alibaba/qwen3-5-2b", "variant_id": "alibaba/qwen3-5-2b:default", "canonical_name": "Qwen3.5 2B", "source_name": "Qwen3.5 2B", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "qwen3-5-2b", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-2b", "source_rank": 206, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 7, "aa_official_coding_index": 3, "aa_omniscience_index": -47, "aa_context_window_tokens": 262000, "aa_gdpval": 0, "aa_terminalbench_hard": 4, "aa_terminalbench_v21": 3, "aa_tau2": 69, "aa_tau3_banking": 2, "aa_lcr": 24, "aa_omniscience_accuracy": 5, "aa_non_hallucination_rate": 45, "aa_hle": 2, "aa_gpqa": 33, "aa_scicode": 3, "aa_ifbench": 30, "aa_critpt": 0, "aa_mmmu_pro": 43, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 7, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 56.2, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 7, "llmdex_efficiency_score": null, "llmdex_performance_rank": 206, "llmdex_value_rank": 225, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-2b:non-reasoning", "family_id": "alibaba/qwen3-5-2b", "variant_id": "alibaba/qwen3-5-2b:non-reasoning", "canonical_name": "Qwen3.5 2B (non-reasoning)", "source_name": "Qwen3.5 2B (non-reasoning)", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "qwen3-5-2b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-2b-non-reasoning", "source_rank": 216, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 6, "aa_official_coding_index": 3.5, "aa_omniscience_index": -83, "aa_context_window_tokens": 262000, "aa_gdpval": 0, "aa_terminalbench_hard": 4, "aa_terminalbench_v21": 0, "aa_tau2": 82, "aa_tau3_banking": 2, "aa_lcr": 14, "aa_omniscience_accuracy": 7, "aa_non_hallucination_rate": 3, "aa_hle": 5, "aa_gpqa": 44, "aa_scicode": 7, "aa_ifbench": 29, "aa_critpt": 0, "aa_mmmu_pro": 43, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 6, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 56.2, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 6, "llmdex_efficiency_score": null, "llmdex_performance_rank": 216, "llmdex_value_rank": 230, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-35b-a3b:non-reasoning", "family_id": "alibaba/qwen3-5-35b-a3b", "variant_id": "alibaba/qwen3-5-35b-a3b:non-reasoning", "canonical_name": "Qwen3.5 35B A3B (non-reasoning)", "source_name": "Qwen3.5 35B A3B (non-reasoning)", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "qwen3-5-35b-a3b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-35b-a3b-non-reasoning", "source_rank": 101, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 24, "aa_official_coding_index": 35, "aa_omniscience_index": -62, "aa_context_window_tokens": 262000, "aa_gdpval": 15, "aa_terminalbench_hard": 11, "aa_terminalbench_v21": 41, "aa_tau2": 86, "aa_tau3_banking": 5, "aa_lcr": 55, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 8, "aa_hle": 13, "aa_gpqa": 82, "aa_scicode": 29, "aa_ifbench": 44, "aa_critpt": 1, "aa_mmmu_pro": 69, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.25, "aa_output_cost_usd_per_1m": 2, "aa_blended_cost_usd_per_1m": 0.95, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 122, "aa_speed_p5_tokens_per_second": 105, "aa_speed_p25_tokens_per_second": 117, "aa_speed_p75_tokens_per_second": 160, "aa_speed_p95_tokens_per_second": 189, "aa_latency_seconds": 2.18, "aa_latency_first_token_seconds": 2.18, "aa_latency_p5_seconds": 2.03, "aa_latency_p25_seconds": 2.11, "aa_latency_p75_seconds": 2.42, "aa_latency_p95_seconds": 3.14, "aa_total_response_time_seconds": 6.29, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 24, "llmdex_cost_index": 99.05, "llmdex_speed_index": 51.3, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 51.97, "llmdex_efficiency_score": 55.56, "llmdex_performance_rank": 101, "llmdex_value_rank": 92, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-397b-a17b:default", "family_id": "alibaba/qwen3-5-397b-a17b", "variant_id": "alibaba/qwen3-5-397b-a17b:default", "canonical_name": "Qwen3.5 397B A17B", "source_name": "Qwen3.5 397B A17B", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "qwen3-5-397b-a17b", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-397b-a17b", "source_rank": 66, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 34, "aa_official_coding_index": 46.5, "aa_omniscience_index": -30, "aa_context_window_tokens": 262000, "aa_gdpval": 23, "aa_terminalbench_hard": 41, "aa_terminalbench_v21": 51, "aa_tau2": 96, "aa_tau3_banking": 13, "aa_lcr": 66, "aa_omniscience_accuracy": 31, "aa_non_hallucination_rate": 11, "aa_hle": 27, "aa_gpqa": 89, "aa_scicode": 42, "aa_ifbench": 79, "aa_critpt": 2, "aa_mmmu_pro": 77, "aa_apex_agents": 15, "aa_itbench": 34, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.6, "aa_output_cost_usd_per_1m": 3.6, "aa_blended_cost_usd_per_1m": 1.8, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 68, "aa_speed_p5_tokens_per_second": 60, "aa_speed_p25_tokens_per_second": 65, "aa_speed_p75_tokens_per_second": 71, "aa_speed_p95_tokens_per_second": 77, "aa_latency_seconds": 2.37, "aa_latency_first_token_seconds": 48.89, "aa_latency_p5_seconds": 1.88, "aa_latency_p25_seconds": 2.17, "aa_latency_p75_seconds": 2.62, "aa_latency_p95_seconds": 3.27, "aa_total_response_time_seconds": 56.19, "aa_reasoning_time_seconds": 46.52, "llmdex_adjusted_performance": 34, "llmdex_cost_index": 98.2, "llmdex_speed_index": 44.95, "llmdex_coverage_score": 93.8, "llmdex_confidence_factor": 1, "llmdex_composite_index": 55.45, "llmdex_efficiency_score": 48.33, "llmdex_performance_rank": 66, "llmdex_value_rank": 61, "llmdex_efficiency_rank": 37, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-397b-a17b:non-reasoning", "family_id": "alibaba/qwen3-5-397b-a17b", "variant_id": "alibaba/qwen3-5-397b-a17b:non-reasoning", "canonical_name": "Qwen3.5 397B A17B (non-reasoning)", "source_name": "Qwen3.5 397B A17B (non-reasoning)", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "qwen3-5-397b-a17b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-397b-a17b-non-reasoning", "source_rank": 72, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 32, "aa_official_coding_index": 41, "aa_omniscience_index": -36, "aa_context_window_tokens": 262000, "aa_gdpval": null, "aa_terminalbench_hard": 36, "aa_terminalbench_v21": null, "aa_tau2": 84, "aa_tau3_banking": null, "aa_lcr": 58, "aa_omniscience_accuracy": 24, "aa_non_hallucination_rate": 20, "aa_hle": 19, "aa_gpqa": 86, "aa_scicode": 41, "aa_ifbench": 52, "aa_critpt": 1, "aa_mmmu_pro": 53, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.6, "aa_output_cost_usd_per_1m": 3.6, "aa_blended_cost_usd_per_1m": 1.8, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 66, "aa_speed_p5_tokens_per_second": 56, "aa_speed_p25_tokens_per_second": 60, "aa_speed_p75_tokens_per_second": 71, "aa_speed_p95_tokens_per_second": 78, "aa_latency_seconds": 2.3, "aa_latency_first_token_seconds": 2.3, "aa_latency_p5_seconds": 1.88, "aa_latency_p25_seconds": 2.13, "aa_latency_p75_seconds": 2.53, "aa_latency_p95_seconds": 3.55, "aa_total_response_time_seconds": 9.87, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 32, "llmdex_cost_index": 98.2, "llmdex_speed_index": 45.1, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 54.48, "llmdex_efficiency_score": 45.28, "llmdex_performance_rank": 72, "llmdex_value_rank": 70, "llmdex_efficiency_rank": 39, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-4b:default", "family_id": "alibaba/qwen3-5-4b", "variant_id": "alibaba/qwen3-5-4b:default", "canonical_name": "Qwen3.5 4B", "source_name": "Qwen3.5 4B", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "qwen3-5-4b", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-4b", "source_rank": 118, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 20, "aa_official_coding_index": 21, "aa_omniscience_index": -57, "aa_context_window_tokens": 262000, "aa_gdpval": null, "aa_terminalbench_hard": 18, "aa_terminalbench_v21": 26, "aa_tau2": 92, "aa_tau3_banking": 8, "aa_lcr": 56, "aa_omniscience_accuracy": 13, "aa_non_hallucination_rate": 20, "aa_hle": 8, "aa_gpqa": 68, "aa_scicode": 16, "aa_ifbench": 50, "aa_critpt": 0, "aa_mmmu_pro": 65, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.03, "aa_output_cost_usd_per_1m": 0.15, "aa_blended_cost_usd_per_1m": 0.078, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 41, "aa_speed_p5_tokens_per_second": 17, "aa_speed_p25_tokens_per_second": 25, "aa_speed_p75_tokens_per_second": 57, "aa_speed_p95_tokens_per_second": 69, "aa_latency_seconds": 0.81, "aa_latency_first_token_seconds": 49.17, "aa_latency_p5_seconds": 0.55, "aa_latency_p25_seconds": 0.65, "aa_latency_p75_seconds": 1.12, "aa_latency_p95_seconds": 2.16, "aa_total_response_time_seconds": 61.26, "aa_reasoning_time_seconds": 48.36, "llmdex_adjusted_performance": 20, "llmdex_cost_index": 99.92, "llmdex_speed_index": 50.05, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 49.99, "llmdex_efficiency_score": 92.22, "llmdex_performance_rank": 118, "llmdex_value_rank": 107, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-4b:non-reasoning", "family_id": "alibaba/qwen3-5-4b", "variant_id": "alibaba/qwen3-5-4b:non-reasoning", "canonical_name": "Qwen3.5 4B (non-reasoning)", "source_name": "Qwen3.5 4B (non-reasoning)", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "qwen3-5-4b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-4b-non-reasoning", "source_rank": 141, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 16, "aa_official_coding_index": 19.5, "aa_omniscience_index": -75, "aa_context_window_tokens": 262000, "aa_gdpval": null, "aa_terminalbench_hard": 11, "aa_terminalbench_v21": 21, "aa_tau2": 88, "aa_tau3_banking": 3, "aa_lcr": 28, "aa_omniscience_accuracy": 11, "aa_non_hallucination_rate": 3, "aa_hle": 7, "aa_gpqa": 71, "aa_scicode": 18, "aa_ifbench": 33, "aa_critpt": 0, "aa_mmmu_pro": 62, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.03, "aa_output_cost_usd_per_1m": 0.15, "aa_blended_cost_usd_per_1m": 0.078, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 33, "aa_speed_p5_tokens_per_second": 11, "aa_speed_p25_tokens_per_second": 24, "aa_speed_p75_tokens_per_second": 54, "aa_speed_p95_tokens_per_second": 80, "aa_latency_seconds": 0.86, "aa_latency_first_token_seconds": 0.86, "aa_latency_p5_seconds": 0.55, "aa_latency_p25_seconds": 0.66, "aa_latency_p75_seconds": 1.13, "aa_latency_p95_seconds": 1.54, "aa_total_response_time_seconds": 15.83, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 16, "llmdex_cost_index": 99.92, "llmdex_speed_index": 49, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 47.78, "llmdex_efficiency_score": 90.56, "llmdex_performance_rank": 141, "llmdex_value_rank": 118, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-9b:default", "family_id": "alibaba/qwen3-5-9b", "variant_id": "alibaba/qwen3-5-9b:default", "canonical_name": "Qwen3.5 9B", "source_name": "Qwen3.5 9B", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "qwen3-5-9b", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-9b", "source_rank": 110, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 21, "aa_official_coding_index": 28.5, "aa_omniscience_index": -53, "aa_context_window_tokens": 262000, "aa_gdpval": 7, "aa_terminalbench_hard": 24, "aa_terminalbench_v21": 29, "aa_tau2": 87, "aa_tau3_banking": 8, "aa_lcr": 59, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 19, "aa_hle": 13, "aa_gpqa": 81, "aa_scicode": 28, "aa_ifbench": 67, "aa_critpt": 0, "aa_mmmu_pro": 69, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.14, "aa_output_cost_usd_per_1m": 0.2, "aa_blended_cost_usd_per_1m": 0.164, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 61, "aa_speed_p5_tokens_per_second": 25, "aa_speed_p25_tokens_per_second": 38, "aa_speed_p75_tokens_per_second": 81, "aa_speed_p95_tokens_per_second": 112, "aa_latency_seconds": 1.83, "aa_latency_first_token_seconds": 34.44, "aa_latency_p5_seconds": 0.62, "aa_latency_p25_seconds": 0.86, "aa_latency_p75_seconds": 2.43, "aa_latency_p95_seconds": 6.45, "aa_total_response_time_seconds": 42.59, "aa_reasoning_time_seconds": 32.61, "llmdex_adjusted_performance": 21, "llmdex_cost_index": 99.84, "llmdex_speed_index": 46.95, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 49.84, "llmdex_efficiency_score": 84.44, "llmdex_performance_rank": 110, "llmdex_value_rank": 108, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-9b:non-reasoning", "family_id": "alibaba/qwen3-5-9b", "variant_id": "alibaba/qwen3-5-9b:non-reasoning", "canonical_name": "Qwen3.5 9B (non-reasoning)", "source_name": "Qwen3.5 9B (non-reasoning)", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "qwen3-5-9b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-9b-non-reasoning", "source_rank": 115, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 20, "aa_official_coding_index": 24.5, "aa_omniscience_index": -71, "aa_context_window_tokens": 262000, "aa_gdpval": null, "aa_terminalbench_hard": 18, "aa_terminalbench_v21": 21, "aa_tau2": 85, "aa_tau3_banking": 4, "aa_lcr": 38, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 1, "aa_hle": 9, "aa_gpqa": 79, "aa_scicode": 28, "aa_ifbench": 38, "aa_critpt": 1, "aa_mmmu_pro": 67, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 20, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 20, "llmdex_efficiency_score": null, "llmdex_performance_rank": 115, "llmdex_value_rank": 195, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-omni-flash:default", "family_id": "alibaba/qwen3-5-omni-flash", "variant_id": "alibaba/qwen3-5-omni-flash:default", "canonical_name": "Qwen3.5 Omni Flash", "source_name": "Qwen3.5 Omni Flash", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "qwen3-5-omni-flash", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-omni-flash", "source_rank": 124, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 19, "aa_official_coding_index": 25, "aa_omniscience_index": -66, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 8, "aa_terminalbench_v21": null, "aa_tau2": 85, "aa_tau3_banking": null, "aa_lcr": 44, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 6, "aa_hle": 7, "aa_gpqa": 74, "aa_scicode": 25, "aa_ifbench": 38, "aa_critpt": 0, "aa_mmmu_pro": 65, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.1, "aa_output_cost_usd_per_1m": 0.8, "aa_blended_cost_usd_per_1m": 0.38, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 242, "aa_speed_p5_tokens_per_second": 203, "aa_speed_p25_tokens_per_second": 210, "aa_speed_p75_tokens_per_second": 289, "aa_speed_p95_tokens_per_second": 304, "aa_latency_seconds": 1.84, "aa_latency_first_token_seconds": 1.84, "aa_latency_p5_seconds": 1.74, "aa_latency_p25_seconds": 1.78, "aa_latency_p75_seconds": 1.97, "aa_latency_p95_seconds": 2.25, "aa_total_response_time_seconds": 3.91, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 19, "llmdex_cost_index": 99.62, "llmdex_speed_index": 65, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 52.39, "llmdex_efficiency_score": 67.78, "llmdex_performance_rank": 124, "llmdex_value_rank": 87, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-5-omni-plus:default", "family_id": "alibaba/qwen3-5-omni-plus", "variant_id": "alibaba/qwen3-5-omni-plus:default", "canonical_name": "Qwen3.5 Omni Plus", "source_name": "Qwen3.5 Omni Plus", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "qwen3-5-omni-plus", "source_model_url": "https://artificialanalysis.ai/models/qwen3-5-omni-plus", "source_rank": 75, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 31, "aa_official_coding_index": 41, "aa_omniscience_index": -12, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 21, "aa_terminalbench_v21": null, "aa_tau2": 88, "aa_tau3_banking": null, "aa_lcr": 53, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 64, "aa_hle": 14, "aa_gpqa": 83, "aa_scicode": 41, "aa_ifbench": 51, "aa_critpt": 1, "aa_mmmu_pro": 71, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.4, "aa_output_cost_usd_per_1m": 4.8, "aa_blended_cost_usd_per_1m": 2.16, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 49, "aa_speed_p5_tokens_per_second": 39, "aa_speed_p25_tokens_per_second": 46, "aa_speed_p75_tokens_per_second": 51, "aa_speed_p95_tokens_per_second": 60, "aa_latency_seconds": 2.39, "aa_latency_first_token_seconds": 2.39, "aa_latency_p5_seconds": 2.23, "aa_latency_p25_seconds": 2.32, "aa_latency_p75_seconds": 2.8, "aa_latency_p95_seconds": 4.2, "aa_total_response_time_seconds": 12.63, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 31, "llmdex_cost_index": 97.84, "llmdex_speed_index": 42.95, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 53.44, "llmdex_efficiency_score": 38.33, "llmdex_performance_rank": 75, "llmdex_value_rank": 78, "llmdex_efficiency_rank": 46, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-6-27b:default", "family_id": "alibaba/qwen3-6-27b", "variant_id": "alibaba/qwen3-6-27b:default", "canonical_name": "Qwen3.6 27B", "source_name": "Qwen3.6 27B", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "qwen3-6-27b", "source_model_url": "https://artificialanalysis.ai/models/qwen3-6-27b", "source_rank": 54, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 37, "aa_official_coding_index": 50.5, "aa_omniscience_index": -20, "aa_context_window_tokens": 262000, "aa_gdpval": 32, "aa_terminalbench_hard": 35, "aa_terminalbench_v21": 61, "aa_tau2": 94, "aa_tau3_banking": 15, "aa_lcr": 69, "aa_omniscience_accuracy": 19, "aa_non_hallucination_rate": 52, "aa_hle": 22, "aa_gpqa": 84, "aa_scicode": 40, "aa_ifbench": 68, "aa_critpt": 1, "aa_mmmu_pro": 75, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.6, "aa_output_cost_usd_per_1m": 3.6, "aa_blended_cost_usd_per_1m": 1.8, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 56, "aa_speed_p5_tokens_per_second": 46, "aa_speed_p25_tokens_per_second": 52, "aa_speed_p75_tokens_per_second": 61, "aa_speed_p95_tokens_per_second": 65, "aa_latency_seconds": 3.7, "aa_latency_first_token_seconds": 105.25, "aa_latency_p5_seconds": 3.55, "aa_latency_p25_seconds": 3.63, "aa_latency_p75_seconds": 3.87, "aa_latency_p95_seconds": 4.06, "aa_total_response_time_seconds": 114.19, "aa_reasoning_time_seconds": 101.55, "llmdex_adjusted_performance": 37, "llmdex_cost_index": 98.2, "llmdex_speed_index": 37.1, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 55.38, "llmdex_efficiency_score": 50.56, "llmdex_performance_rank": 54, "llmdex_value_rank": 62, "llmdex_efficiency_rank": 33, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-6-27b:non-reasoning", "family_id": "alibaba/qwen3-6-27b", "variant_id": "alibaba/qwen3-6-27b:non-reasoning", "canonical_name": "Qwen3.6 27B (non-reasoning)", "source_name": "Qwen3.6 27B (non-reasoning)", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "qwen3-6-27b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/qwen3-6-27b-non-reasoning", "source_rank": 77, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 30, "aa_official_coding_index": 44, "aa_omniscience_index": -53, "aa_context_window_tokens": 262000, "aa_gdpval": 30, "aa_terminalbench_hard": 21, "aa_terminalbench_v21": 51, "aa_tau2": 94, "aa_tau3_banking": 8, "aa_lcr": 55, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 16, "aa_hle": 14, "aa_gpqa": 83, "aa_scicode": 37, "aa_ifbench": 46, "aa_critpt": 1, "aa_mmmu_pro": 72, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.6, "aa_output_cost_usd_per_1m": 3.6, "aa_blended_cost_usd_per_1m": 1.8, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 57, "aa_speed_p5_tokens_per_second": 48, "aa_speed_p25_tokens_per_second": 53, "aa_speed_p75_tokens_per_second": 64, "aa_speed_p95_tokens_per_second": 68, "aa_latency_seconds": 3.73, "aa_latency_first_token_seconds": 3.73, "aa_latency_p5_seconds": 3.59, "aa_latency_p25_seconds": 3.62, "aa_latency_p75_seconds": 4, "aa_latency_p95_seconds": 4.89, "aa_total_response_time_seconds": 12.52, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 30, "llmdex_cost_index": 98.2, "llmdex_speed_index": 37.05, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 51.87, "llmdex_efficiency_score": 43.89, "llmdex_performance_rank": 77, "llmdex_value_rank": 93, "llmdex_efficiency_rank": 41, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-6-35b-a3b:default", "family_id": "alibaba/qwen3-6-35b-a3b", "variant_id": "alibaba/qwen3-6-35b-a3b:default", "canonical_name": "Qwen3.6 35B A3B", "source_name": "Qwen3.6 35B A3B", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "qwen3-6-35b-a3b", "source_model_url": "https://artificialanalysis.ai/models/qwen3-6-35b-a3b", "source_rank": 73, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 32, "aa_official_coding_index": 40.5, "aa_omniscience_index": -21, "aa_context_window_tokens": 262000, "aa_gdpval": 28, "aa_terminalbench_hard": 35, "aa_terminalbench_v21": 45, "aa_tau2": 95, "aa_tau3_banking": 9, "aa_lcr": 64, "aa_omniscience_accuracy": 19, "aa_non_hallucination_rate": 50, "aa_hle": 20, "aa_gpqa": 84, "aa_scicode": 36, "aa_ifbench": 64, "aa_critpt": 0, "aa_mmmu_pro": 75, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.25, "aa_output_cost_usd_per_1m": 1.49, "aa_blended_cost_usd_per_1m": 0.746, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 158, "aa_speed_p5_tokens_per_second": 132, "aa_speed_p25_tokens_per_second": 140, "aa_speed_p75_tokens_per_second": 168, "aa_speed_p95_tokens_per_second": 178, "aa_latency_seconds": 2.21, "aa_latency_first_token_seconds": 36.29, "aa_latency_p5_seconds": 2.07, "aa_latency_p25_seconds": 2.15, "aa_latency_p75_seconds": 2.34, "aa_latency_p95_seconds": 2.74, "aa_total_response_time_seconds": 39.45, "aa_reasoning_time_seconds": 34.07, "llmdex_adjusted_performance": 32, "llmdex_cost_index": 99.25, "llmdex_speed_index": 54.75, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.73, "llmdex_efficiency_score": 65, "llmdex_performance_rank": 73, "llmdex_value_rank": 44, "llmdex_efficiency_rank": 22, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-6-35b-a3b:non-reasoning", "family_id": "alibaba/qwen3-6-35b-a3b", "variant_id": "alibaba/qwen3-6-35b-a3b:non-reasoning", "canonical_name": "Qwen3.6 35B A3B (non-reasoning)", "source_name": "Qwen3.6 35B A3B (non-reasoning)", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "qwen3-6-35b-a3b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/qwen3-6-35b-a3b-non-reasoning", "source_rank": 100, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 24, "aa_official_coding_index": 21.5, "aa_omniscience_index": -60, "aa_context_window_tokens": 262000, "aa_gdpval": 26, "aa_terminalbench_hard": 26, "aa_terminalbench_v21": 42, "aa_tau2": 85, "aa_tau3_banking": 5, "aa_lcr": 57, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 7, "aa_hle": 13, "aa_gpqa": 82, "aa_scicode": 1, "aa_ifbench": 36, "aa_critpt": 0, "aa_mmmu_pro": 71, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.38, "aa_output_cost_usd_per_1m": 2.25, "aa_blended_cost_usd_per_1m": 1.128, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 185, "aa_speed_p5_tokens_per_second": 142, "aa_speed_p25_tokens_per_second": 162, "aa_speed_p75_tokens_per_second": 208, "aa_speed_p95_tokens_per_second": 218, "aa_latency_seconds": 2.3, "aa_latency_first_token_seconds": 2.3, "aa_latency_p5_seconds": 2.15, "aa_latency_p25_seconds": 2.2, "aa_latency_p75_seconds": 2.42, "aa_latency_p95_seconds": 3.3, "aa_total_response_time_seconds": 5, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 24, "llmdex_cost_index": 98.87, "llmdex_speed_index": 57, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 53.06, "llmdex_efficiency_score": 52.78, "llmdex_performance_rank": 100, "llmdex_value_rank": 81, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-6-plus:default", "family_id": "alibaba/qwen3-6-plus", "variant_id": "alibaba/qwen3-6-plus:default", "canonical_name": "Qwen3.6 Plus", "source_name": "Qwen3.6 Plus", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "qwen3-6-plus", "source_model_url": "https://artificialanalysis.ai/models/qwen3-6-plus", "source_rank": 46, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 40, "aa_official_coding_index": 51, "aa_omniscience_index": 3, "aa_context_window_tokens": 1000000, "aa_gdpval": 32, "aa_terminalbench_hard": 44, "aa_terminalbench_v21": 61, "aa_tau2": 98, "aa_tau3_banking": 16, "aa_lcr": 70, "aa_omniscience_accuracy": 26, "aa_non_hallucination_rate": 68, "aa_hle": 26, "aa_gpqa": 88, "aa_scicode": 41, "aa_ifbench": 75, "aa_critpt": 3, "aa_mmmu_pro": 78, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.5, "aa_output_cost_usd_per_1m": 3, "aa_blended_cost_usd_per_1m": 1.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 53, "aa_speed_p5_tokens_per_second": 46, "aa_speed_p25_tokens_per_second": 50, "aa_speed_p75_tokens_per_second": 54, "aa_speed_p95_tokens_per_second": 60, "aa_latency_seconds": 2.61, "aa_latency_first_token_seconds": 107.02, "aa_latency_p5_seconds": 2.34, "aa_latency_p25_seconds": 2.38, "aa_latency_p75_seconds": 3.01, "aa_latency_p95_seconds": 3.38, "aa_total_response_time_seconds": 116.42, "aa_reasoning_time_seconds": 104.41, "llmdex_adjusted_performance": 40, "llmdex_cost_index": 98.5, "llmdex_speed_index": 42.25, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 58, "llmdex_efficiency_score": 57.78, "llmdex_performance_rank": 46, "llmdex_value_rank": 29, "llmdex_efficiency_rank": 26, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-7-plus:default", "family_id": "alibaba/qwen3-7-plus", "variant_id": "alibaba/qwen3-7-plus:default", "canonical_name": "Qwen3.7 Plus", "source_name": "Qwen3.7 Plus", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "qwen3-7-plus", "source_model_url": "https://artificialanalysis.ai/models/qwen3-7-plus", "source_rank": 47, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 39, "aa_official_coding_index": 53, "aa_omniscience_index": 2, "aa_context_window_tokens": 1000000, "aa_gdpval": 22, "aa_terminalbench_hard": 47, "aa_terminalbench_v21": 61, "aa_tau2": 93, "aa_tau3_banking": 18, "aa_lcr": 65, "aa_omniscience_accuracy": 22, "aa_non_hallucination_rate": 75, "aa_hle": 33, "aa_gpqa": 90, "aa_scicode": 45, "aa_ifbench": 78, "aa_critpt": 9, "aa_mmmu_pro": 80, "aa_apex_agents": 22, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.4, "aa_output_cost_usd_per_1m": 1.6, "aa_blended_cost_usd_per_1m": 0.88, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 54, "aa_speed_p5_tokens_per_second": 46, "aa_speed_p25_tokens_per_second": 50, "aa_speed_p75_tokens_per_second": 54, "aa_speed_p95_tokens_per_second": 60, "aa_latency_seconds": 2.89, "aa_latency_first_token_seconds": 40.25, "aa_latency_p5_seconds": 2.41, "aa_latency_p25_seconds": 2.61, "aa_latency_p75_seconds": 3.19, "aa_latency_p95_seconds": 3.36, "aa_total_response_time_seconds": 49.58, "aa_reasoning_time_seconds": 37.35, "llmdex_adjusted_performance": 39, "llmdex_cost_index": 99.12, "llmdex_speed_index": 40.95, "llmdex_coverage_score": 90.6, "llmdex_confidence_factor": 1, "llmdex_composite_index": 57.43, "llmdex_efficiency_score": 65.56, "llmdex_performance_rank": 47, "llmdex_value_rank": 33, "llmdex_efficiency_rank": 21, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-7:max", "family_id": "alibaba/qwen3-7", "variant_id": "alibaba/qwen3-7:max", "canonical_name": "Qwen3.7 Max", "source_name": "Qwen3.7 Max", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "qwen3-7-max", "source_model_url": "https://artificialanalysis.ai/models/qwen3-7-max", "source_rank": 27, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 46, "aa_official_coding_index": 62, "aa_omniscience_index": 14, "aa_context_window_tokens": 1000000, "aa_gdpval": 39, "aa_terminalbench_hard": 51, "aa_terminalbench_v21": 75, "aa_tau2": 95, "aa_tau3_banking": 11, "aa_lcr": 69, "aa_omniscience_accuracy": 30, "aa_non_hallucination_rate": 77, "aa_hle": 38, "aa_gpqa": 92, "aa_scicode": 49, "aa_ifbench": 81, "aa_critpt": 13, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": 42, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2.5, "aa_output_cost_usd_per_1m": 7.5, "aa_blended_cost_usd_per_1m": 4.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 197, "aa_speed_p5_tokens_per_second": 168, "aa_speed_p25_tokens_per_second": 190, "aa_speed_p75_tokens_per_second": 205, "aa_speed_p95_tokens_per_second": 236, "aa_latency_seconds": 2.62, "aa_latency_first_token_seconds": 14.83, "aa_latency_p5_seconds": 2.35, "aa_latency_p25_seconds": 2.38, "aa_latency_p75_seconds": 2.76, "aa_latency_p95_seconds": 3.89, "aa_total_response_time_seconds": 17.36, "aa_reasoning_time_seconds": 12.2, "llmdex_adjusted_performance": 46, "llmdex_cost_index": 95.5, "llmdex_speed_index": 56.6, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 62.97, "llmdex_efficiency_score": 31.11, "llmdex_performance_rank": 27, "llmdex_value_rank": 3, "llmdex_efficiency_rank": 55, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-coder-next:default", "family_id": "alibaba/qwen3-coder-next", "variant_id": "alibaba/qwen3-coder-next:default", "canonical_name": "Qwen3 Coder Next", "source_name": "Qwen3 Coder Next", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "qwen3-coder-next", "source_model_url": "https://artificialanalysis.ai/models/qwen3-coder-next", "source_rank": 112, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 21, "aa_official_coding_index": 35, "aa_omniscience_index": -61, "aa_context_window_tokens": 256000, "aa_gdpval": 11, "aa_terminalbench_hard": 18, "aa_terminalbench_v21": 38, "aa_tau2": 80, "aa_tau3_banking": 5, "aa_lcr": 40, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 9, "aa_hle": 9, "aa_gpqa": 74, "aa_scicode": 32, "aa_ifbench": 35, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.35, "aa_output_cost_usd_per_1m": 1.2, "aa_blended_cost_usd_per_1m": 0.69, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 123, "aa_speed_p5_tokens_per_second": 82, "aa_speed_p25_tokens_per_second": 98, "aa_speed_p75_tokens_per_second": 161, "aa_speed_p95_tokens_per_second": 208, "aa_latency_seconds": 1.38, "aa_latency_first_token_seconds": 1.38, "aa_latency_p5_seconds": 0.93, "aa_latency_p25_seconds": 1.02, "aa_latency_p75_seconds": 2.92, "aa_latency_p95_seconds": 4.92, "aa_total_response_time_seconds": 5.43, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 21, "llmdex_cost_index": 99.31, "llmdex_speed_index": 55.4, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 51.37, "llmdex_efficiency_score": 60.56, "llmdex_performance_rank": 112, "llmdex_value_rank": 96, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-next-80b-a3b:default", "family_id": "alibaba/qwen3-next-80b-a3b", "variant_id": "alibaba/qwen3-next-80b-a3b:default", "canonical_name": "Qwen3 Next 80B A3B", "source_name": "Qwen3 Next 80B A3B", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "qwen3-next-80b-a3b", "source_model_url": "https://artificialanalysis.ai/models/qwen3-next-80b-a3b-instruct", "source_rank": 155, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 14, "aa_official_coding_index": 31, "aa_omniscience_index": -59, "aa_context_window_tokens": 262000, "aa_gdpval": null, "aa_terminalbench_hard": 8, "aa_terminalbench_v21": null, "aa_tau2": 22, "aa_tau3_banking": null, "aa_lcr": 51, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 7, "aa_hle": 7, "aa_gpqa": 74, "aa_scicode": 31, "aa_ifbench": 40, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.5, "aa_output_cost_usd_per_1m": 2, "aa_blended_cost_usd_per_1m": 1.1, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 181, "aa_speed_p5_tokens_per_second": 140, "aa_speed_p25_tokens_per_second": 171, "aa_speed_p75_tokens_per_second": 204, "aa_speed_p95_tokens_per_second": 220, "aa_latency_seconds": 2.27, "aa_latency_first_token_seconds": 2.27, "aa_latency_p5_seconds": 2.1, "aa_latency_p25_seconds": 2.13, "aa_latency_p75_seconds": 2.51, "aa_latency_p95_seconds": 5.28, "aa_total_response_time_seconds": 5.03, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 14, "llmdex_cost_index": 98.9, "llmdex_speed_index": 56.75, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 48.02, "llmdex_efficiency_score": 34.44, "llmdex_performance_rank": 155, "llmdex_value_rank": 116, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-next-80b-a3b:reasoning", "family_id": "alibaba/qwen3-next-80b-a3b", "variant_id": "alibaba/qwen3-next-80b-a3b:reasoning", "canonical_name": "Qwen3 Next 80B A3B (reasoning)", "source_name": "Qwen3 Next 80B A3B (reasoning)", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "qwen3-next-80b-a3b-reasoning", "source_model_url": "https://artificialanalysis.ai/models/qwen3-next-80b-a3b-reasoning", "source_rank": 137, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 17, "aa_official_coding_index": 23, "aa_omniscience_index": -51, "aa_context_window_tokens": 262000, "aa_gdpval": 0, "aa_terminalbench_hard": 10, "aa_terminalbench_v21": 7, "aa_tau2": 42, "aa_tau3_banking": 6, "aa_lcr": 60, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 18, "aa_hle": 12, "aa_gpqa": 76, "aa_scicode": 39, "aa_ifbench": 61, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.5, "aa_output_cost_usd_per_1m": 6, "aa_blended_cost_usd_per_1m": 2.7, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 191, "aa_speed_p5_tokens_per_second": 170, "aa_speed_p25_tokens_per_second": 178, "aa_speed_p75_tokens_per_second": 206, "aa_speed_p95_tokens_per_second": 217, "aa_latency_seconds": 2.21, "aa_latency_first_token_seconds": 12.69, "aa_latency_p5_seconds": 2.04, "aa_latency_p25_seconds": 2.11, "aa_latency_p75_seconds": 2.3, "aa_latency_p95_seconds": 2.63, "aa_total_response_time_seconds": 15.3, "aa_reasoning_time_seconds": 10.47, "llmdex_adjusted_performance": 17, "llmdex_cost_index": 97.3, "llmdex_speed_index": 58.05, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 49.3, "llmdex_efficiency_score": 18.33, "llmdex_performance_rank": 137, "llmdex_value_rank": 110, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-omni-30b-a3b:default", "family_id": "alibaba/qwen3-omni-30b-a3b", "variant_id": "alibaba/qwen3-omni-30b-a3b:default", "canonical_name": "Qwen3 Omni 30B A3B", "source_name": "Qwen3 Omni 30B A3B", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "qwen3-omni-30b-a3b", "source_model_url": "https://artificialanalysis.ai/models/qwen3-omni-30b-a3b-instruct", "source_rank": 221, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 5, "aa_official_coding_index": 19, "aa_omniscience_index": -69, "aa_context_window_tokens": 65500, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 16, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 2, "aa_hle": 5, "aa_gpqa": 62, "aa_scicode": 19, "aa_ifbench": 31, "aa_critpt": 0, "aa_mmmu_pro": 55, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.25, "aa_output_cost_usd_per_1m": 0.97, "aa_blended_cost_usd_per_1m": 0.538, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 94, "aa_speed_p5_tokens_per_second": 82, "aa_speed_p25_tokens_per_second": 88, "aa_speed_p75_tokens_per_second": 97, "aa_speed_p95_tokens_per_second": 99, "aa_latency_seconds": 1.89, "aa_latency_first_token_seconds": 1.89, "aa_latency_p5_seconds": 1.82, "aa_latency_p25_seconds": 1.84, "aa_latency_p75_seconds": 2.05, "aa_latency_p95_seconds": 2.16, "aa_total_response_time_seconds": 7.19, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 5, "llmdex_cost_index": 99.46, "llmdex_speed_index": 49.95, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 42.33, "llmdex_efficiency_score": 28.33, "llmdex_performance_rank": 221, "llmdex_value_rank": 156, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "alibaba/qwen3-omni-30b-a3b:reasoning", "family_id": "alibaba/qwen3-omni-30b-a3b", "variant_id": "alibaba/qwen3-omni-30b-a3b:reasoning", "canonical_name": "Qwen3 Omni 30B A3B (reasoning)", "source_name": "Qwen3 Omni 30B A3B (reasoning)", "provider": "Alibaba", "creator": "Alibaba", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "qwen3-omni-30b-a3b-reasoning", "source_model_url": "https://artificialanalysis.ai/models/qwen3-omni-30b-a3b-reasoning", "source_rank": 178, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 10, "aa_official_coding_index": 31, "aa_omniscience_index": -61, "aa_context_window_tokens": 65500, "aa_gdpval": null, "aa_terminalbench_hard": 4, "aa_terminalbench_v21": null, "aa_tau2": 21, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 15, "aa_non_hallucination_rate": 11, "aa_hle": 7, "aa_gpqa": 73, "aa_scicode": 31, "aa_ifbench": 43, "aa_critpt": 0, "aa_mmmu_pro": 60, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.25, "aa_output_cost_usd_per_1m": 0.97, "aa_blended_cost_usd_per_1m": 0.538, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 95, "aa_speed_p5_tokens_per_second": 84, "aa_speed_p25_tokens_per_second": 90, "aa_speed_p75_tokens_per_second": 102, "aa_speed_p95_tokens_per_second": 106, "aa_latency_seconds": 1.94, "aa_latency_first_token_seconds": 23.09, "aa_latency_p5_seconds": 1.85, "aa_latency_p25_seconds": 1.89, "aa_latency_p75_seconds": 2.1, "aa_latency_p95_seconds": 2.41, "aa_total_response_time_seconds": 28.37, "aa_reasoning_time_seconds": 21.15, "llmdex_adjusted_performance": 10, "llmdex_cost_index": 99.46, "llmdex_speed_index": 49.8, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 44.8, "llmdex_efficiency_score": 47.78, "llmdex_performance_rank": 178, "llmdex_value_rank": 141, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "allen-institute-for-ai/molmo-7b-d:default", "family_id": "allen-institute-for-ai/molmo-7b-d", "variant_id": "allen-institute-for-ai/molmo-7b-d:default", "canonical_name": "Molmo 7B-D", "source_name": "Molmo 7B-D", "provider": "Allen Institute for AI", "creator": "Allen Institute for AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "molmo-7b-d", "source_model_url": "https://artificialanalysis.ai/models/molmo-7b-d", "source_rank": 232, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 4, "aa_official_coding_index": 4, "aa_omniscience_index": null, "aa_context_window_tokens": 4100, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 0, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": 5, "aa_gpqa": 24, "aa_scicode": 4, "aa_ifbench": 20, "aa_critpt": null, "aa_mmmu_pro": 25, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 4, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 34.4, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 4, "llmdex_efficiency_score": null, "llmdex_performance_rank": 232, "llmdex_value_rank": 238, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "allen-institute-for-ai/molmo2-8b:default", "family_id": "allen-institute-for-ai/molmo2-8b", "variant_id": "allen-institute-for-ai/molmo2-8b:default", "canonical_name": "Molmo2-8B", "source_name": "Molmo2-8B", "provider": "Allen Institute for AI", "creator": "Allen Institute for AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "molmo2-8b", "source_model_url": "https://artificialanalysis.ai/models/molmo2-8b", "source_rank": 249, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 2, "aa_official_coding_index": 13, "aa_omniscience_index": -69, "aa_context_window_tokens": 36900, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 0, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 11, "aa_non_hallucination_rate": 9, "aa_hle": 4, "aa_gpqa": 43, "aa_scicode": 13, "aa_ifbench": 27, "aa_critpt": 0, "aa_mmmu_pro": 37, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 2, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 46.9, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 2, "llmdex_efficiency_score": null, "llmdex_performance_rank": 249, "llmdex_value_rank": 253, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "allen-institute-for-ai/olmo-3-1-32b-instruct:default", "family_id": "allen-institute-for-ai/olmo-3-1-32b-instruct", "variant_id": "allen-institute-for-ai/olmo-3-1-32b-instruct:default", "canonical_name": "Olmo 3.1 32B Instruct", "source_name": "Olmo 3.1 32B Instruct", "provider": "Allen Institute for AI", "creator": "Allen Institute for AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "olmo-3-1-32b-instruct", "source_model_url": "https://artificialanalysis.ai/models/olmo-3-1-32b-instruct", "source_rank": 209, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 6, "aa_official_coding_index": 17, "aa_omniscience_index": -51, "aa_context_window_tokens": 65500, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 21, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 11, "aa_non_hallucination_rate": 30, "aa_hle": 5, "aa_gpqa": 54, "aa_scicode": 17, "aa_ifbench": 39, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 6, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 6, "llmdex_efficiency_score": null, "llmdex_performance_rank": 209, "llmdex_value_rank": 228, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "allen-institute-for-ai/olmo-3-1-32b-think:default", "family_id": "allen-institute-for-ai/olmo-3-1-32b-think", "variant_id": "allen-institute-for-ai/olmo-3-1-32b-think:default", "canonical_name": "Olmo 3.1 32B Think", "source_name": "Olmo 3.1 32B Think", "provider": "Allen Institute for AI", "creator": "Allen Institute for AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "olmo-3-1-32b-think", "source_model_url": "https://artificialanalysis.ai/models/olmo-3-1-32b-think", "source_rank": 199, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 8, "aa_official_coding_index": 29, "aa_omniscience_index": -44, "aa_context_window_tokens": 65500, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 0, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 33, "aa_hle": 6, "aa_gpqa": 59, "aa_scicode": 29, "aa_ifbench": 66, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 8, "llmdex_cost_index": 100, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 42.5, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 199, "llmdex_value_rank": 152, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "allen-institute-for-ai/olmo-3-7b-think:default", "family_id": "allen-institute-for-ai/olmo-3-7b-think", "variant_id": "allen-institute-for-ai/olmo-3-7b-think:default", "canonical_name": "Olmo 3 7B Think", "source_name": "Olmo 3 7B Think", "provider": "Allen Institute for AI", "creator": "Allen Institute for AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "olmo-3-7b-think", "source_model_url": "https://artificialanalysis.ai/models/olmo-3-7b-think", "source_rank": 231, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 4, "aa_official_coding_index": 21, "aa_omniscience_index": -74, "aa_context_window_tokens": 65500, "aa_gdpval": null, "aa_terminalbench_hard": 1, "aa_terminalbench_v21": null, "aa_tau2": 0, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 11, "aa_non_hallucination_rate": 5, "aa_hle": 6, "aa_gpqa": 52, "aa_scicode": 21, "aa_ifbench": 41, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 4, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 4, "llmdex_efficiency_score": null, "llmdex_performance_rank": 231, "llmdex_value_rank": 239, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "allen-institute-for-ai/olmo-3-7b:default", "family_id": "allen-institute-for-ai/olmo-3-7b", "variant_id": "allen-institute-for-ai/olmo-3-7b:default", "canonical_name": "Olmo 3 7B", "source_name": "Olmo 3 7B", "provider": "Allen Institute for AI", "creator": "Allen Institute for AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "olmo-3-7b", "source_model_url": "https://artificialanalysis.ai/models/olmo-3-7b-instruct", "source_rank": 237, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 3, "aa_official_coding_index": 10, "aa_omniscience_index": -78, "aa_context_window_tokens": 65500, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 13, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 7, "aa_non_hallucination_rate": 8, "aa_hle": 6, "aa_gpqa": 40, "aa_scicode": 10, "aa_ifbench": 33, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.1, "aa_output_cost_usd_per_1m": 0.2, "aa_blended_cost_usd_per_1m": 0.14, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 3, "llmdex_cost_index": 99.86, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 39.32, "llmdex_efficiency_score": 53.33, "llmdex_performance_rank": 237, "llmdex_value_rank": 174, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "amazon/nova-2-0-lite:default", "family_id": "amazon/nova-2-0-lite", "variant_id": "amazon/nova-2-0-lite:default", "canonical_name": "Nova 2.0 Lite", "source_name": "Nova 2.0 Lite", "provider": "Amazon", "creator": "Amazon", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "nova-2-0-lite", "source_model_url": "https://artificialanalysis.ai/models/nova-2-0-lite", "source_rank": 168, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 12, "aa_official_coding_index": 24, "aa_omniscience_index": -59, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 7, "aa_terminalbench_v21": null, "aa_tau2": 62, "aa_tau3_banking": null, "aa_lcr": 18, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 16, "aa_hle": 3, "aa_gpqa": 60, "aa_scicode": 24, "aa_ifbench": 41, "aa_critpt": 0, "aa_mmmu_pro": 49, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.3, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 148, "aa_speed_p5_tokens_per_second": 104, "aa_speed_p25_tokens_per_second": 125, "aa_speed_p75_tokens_per_second": 185, "aa_speed_p95_tokens_per_second": 237, "aa_latency_seconds": 1.1, "aa_latency_first_token_seconds": 1.1, "aa_latency_p5_seconds": 1.01, "aa_latency_p25_seconds": 1.04, "aa_latency_p75_seconds": 1.18, "aa_latency_p95_seconds": 2.13, "aa_total_response_time_seconds": 4.47, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 12, "llmdex_cost_index": 98.82, "llmdex_speed_index": 59.3, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 47.51, "llmdex_efficiency_score": 30, "llmdex_performance_rank": 168, "llmdex_value_rank": 122, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "amazon/nova-2-0-lite:high-reasoning", "family_id": "amazon/nova-2-0-lite", "variant_id": "amazon/nova-2-0-lite:high-reasoning", "canonical_name": "Nova 2.0 Lite (high) (reasoning)", "source_name": "Nova 2.0 Lite (high) (reasoning)", "provider": "Amazon", "creator": "Amazon", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "nova-2-0-lite-high-reasoning", "source_model_url": "https://artificialanalysis.ai/models/nova-2-0-lite-reasoning", "source_rank": 126, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 18, "aa_official_coding_index": 26.5, "aa_omniscience_index": -54, "aa_context_window_tokens": 1000000, "aa_gdpval": 5, "aa_terminalbench_hard": 17, "aa_terminalbench_v21": 16, "aa_tau2": 73, "aa_tau3_banking": 7, "aa_lcr": 55, "aa_omniscience_accuracy": 19, "aa_non_hallucination_rate": 10, "aa_hle": 11, "aa_gpqa": 81, "aa_scicode": 37, "aa_ifbench": 71, "aa_critpt": 0, "aa_mmmu_pro": 64, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.3, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 160, "aa_speed_p5_tokens_per_second": 79, "aa_speed_p25_tokens_per_second": 132, "aa_speed_p75_tokens_per_second": 188, "aa_speed_p95_tokens_per_second": 250, "aa_latency_seconds": 18.92, "aa_latency_first_token_seconds": 31.39, "aa_latency_p5_seconds": 5.44, "aa_latency_p25_seconds": 11.18, "aa_latency_p75_seconds": 24.98, "aa_latency_p95_seconds": 39.87, "aa_total_response_time_seconds": 34.51, "aa_reasoning_time_seconds": 12.48, "llmdex_adjusted_performance": 18, "llmdex_cost_index": 98.82, "llmdex_speed_index": 16, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 41.85, "llmdex_efficiency_score": 40.83, "llmdex_performance_rank": 126, "llmdex_value_rank": 162, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "amazon/nova-2-0-lite:low", "family_id": "amazon/nova-2-0-lite", "variant_id": "amazon/nova-2-0-lite:low", "canonical_name": "Nova 2.0 Lite (low)", "source_name": "Nova 2.0 Lite (low)", "provider": "Amazon", "creator": "Amazon", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "nova-2-0-lite-low", "source_model_url": "https://artificialanalysis.ai/models/nova-2-0-lite-reasoning-low", "source_rank": 129, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 18, "aa_official_coding_index": 33, "aa_omniscience_index": -51, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 4, "aa_terminalbench_v21": null, "aa_tau2": 72, "aa_tau3_banking": null, "aa_lcr": 52, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 20, "aa_hle": 4, "aa_gpqa": 70, "aa_scicode": 33, "aa_ifbench": 61, "aa_critpt": 0, "aa_mmmu_pro": 58, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.3, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 152, "aa_speed_p5_tokens_per_second": 117, "aa_speed_p25_tokens_per_second": 139, "aa_speed_p75_tokens_per_second": 189, "aa_speed_p95_tokens_per_second": 223, "aa_latency_seconds": 9.83, "aa_latency_first_token_seconds": 23.02, "aa_latency_p5_seconds": 4.56, "aa_latency_p25_seconds": 7.07, "aa_latency_p75_seconds": 12.81, "aa_latency_p95_seconds": 19.97, "aa_total_response_time_seconds": 26.32, "aa_reasoning_time_seconds": 13.19, "llmdex_adjusted_performance": 18, "llmdex_cost_index": 98.82, "llmdex_speed_index": 16.05, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 41.86, "llmdex_efficiency_score": 40.83, "llmdex_performance_rank": 129, "llmdex_value_rank": 161, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "amazon/nova-2-0-lite:medium", "family_id": "amazon/nova-2-0-lite", "variant_id": "amazon/nova-2-0-lite:medium", "canonical_name": "Nova 2.0 Lite (medium)", "source_name": "Nova 2.0 Lite (medium)", "provider": "Amazon", "creator": "Amazon", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "nova-2-0-lite-medium", "source_model_url": "https://artificialanalysis.ai/models/nova-2-0-lite-reasoning-medium", "source_rank": 123, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 19, "aa_official_coding_index": 37, "aa_omniscience_index": -56, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 17, "aa_terminalbench_v21": null, "aa_tau2": 76, "aa_tau3_banking": null, "aa_lcr": 58, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 10, "aa_hle": 9, "aa_gpqa": 77, "aa_scicode": 37, "aa_ifbench": 69, "aa_critpt": 0, "aa_mmmu_pro": 63, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.3, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 153, "aa_speed_p5_tokens_per_second": 83, "aa_speed_p25_tokens_per_second": 120, "aa_speed_p75_tokens_per_second": 190, "aa_speed_p95_tokens_per_second": 238, "aa_latency_seconds": 19.37, "aa_latency_first_token_seconds": 32.47, "aa_latency_p5_seconds": 7.6, "aa_latency_p25_seconds": 14.95, "aa_latency_p75_seconds": 23.79, "aa_latency_p95_seconds": 31.56, "aa_total_response_time_seconds": 35.75, "aa_reasoning_time_seconds": 13.11, "llmdex_adjusted_performance": 19, "llmdex_cost_index": 98.82, "llmdex_speed_index": 15.3, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 42.21, "llmdex_efficiency_score": 42.22, "llmdex_performance_rank": 123, "llmdex_value_rank": 158, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "amazon/nova-2-0-omni:default", "family_id": "amazon/nova-2-0-omni", "variant_id": "amazon/nova-2-0-omni:default", "canonical_name": "Nova 2.0 Omni", "source_name": "Nova 2.0 Omni", "provider": "Amazon", "creator": "Amazon", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "nova-2-0-omni", "source_model_url": "https://artificialanalysis.ai/models/nova-2-0-omni", "source_rank": 174, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 11, "aa_official_coding_index": 28, "aa_omniscience_index": -65, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 7, "aa_terminalbench_v21": null, "aa_tau2": 45, "aa_tau3_banking": null, "aa_lcr": 22, "aa_omniscience_accuracy": 13, "aa_non_hallucination_rate": 11, "aa_hle": 4, "aa_gpqa": 55, "aa_scicode": 28, "aa_ifbench": 41, "aa_critpt": 0, "aa_mmmu_pro": 50, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.3, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 11, "llmdex_cost_index": 98.82, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 43.93, "llmdex_efficiency_score": 28.89, "llmdex_performance_rank": 174, "llmdex_value_rank": 146, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "amazon/nova-2-0-omni:low", "family_id": "amazon/nova-2-0-omni", "variant_id": "amazon/nova-2-0-omni:low", "canonical_name": "Nova 2.0 Omni (low)", "source_name": "Nova 2.0 Omni (low)", "provider": "Amazon", "creator": "Amazon", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "nova-2-0-omni-low", "source_model_url": "https://artificialanalysis.ai/models/nova-2-0-omni-reasoning-low", "source_rank": 138, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 17, "aa_official_coding_index": 34, "aa_omniscience_index": -50, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 4, "aa_terminalbench_v21": null, "aa_tau2": 68, "aa_tau3_banking": null, "aa_lcr": 51, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 16, "aa_hle": 4, "aa_gpqa": 70, "aa_scicode": 34, "aa_ifbench": 62, "aa_critpt": 0, "aa_mmmu_pro": 60, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.3, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 17, "llmdex_cost_index": 98.82, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 47.68, "llmdex_efficiency_score": 38.89, "llmdex_performance_rank": 138, "llmdex_value_rank": 119, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "amazon/nova-2-0-omni:medium", "family_id": "amazon/nova-2-0-omni", "variant_id": "amazon/nova-2-0-omni:medium", "canonical_name": "Nova 2.0 Omni (medium)", "source_name": "Nova 2.0 Omni (medium)", "provider": "Amazon", "creator": "Amazon", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "nova-2-0-omni-medium", "source_model_url": "https://artificialanalysis.ai/models/nova-2-0-omni-reasoning-medium", "source_rank": 113, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 21, "aa_official_coding_index": 36, "aa_omniscience_index": -58, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": null, "aa_tau2": 80, "aa_tau3_banking": null, "aa_lcr": 54, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 8, "aa_hle": 7, "aa_gpqa": 76, "aa_scicode": 36, "aa_ifbench": 66, "aa_critpt": 0, "aa_mmmu_pro": 62, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.3, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 21, "llmdex_cost_index": 98.82, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 50.18, "llmdex_efficiency_score": 46.11, "llmdex_performance_rank": 113, "llmdex_value_rank": 103, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "amazon/nova-2-0-pro-preview:low-preview", "family_id": "amazon/nova-2-0-pro-preview", "variant_id": "amazon/nova-2-0-pro-preview:low-preview", "canonical_name": "Nova 2.0 Pro Preview (low)", "source_name": "Nova 2.0 Pro Preview (low)", "provider": "Amazon", "creator": "Amazon", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "nova-2-0-pro-preview-low", "source_model_url": "https://artificialanalysis.ai/models/nova-2-0-pro-reasoning-low", "source_rank": 120, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 20, "aa_official_coding_index": 29, "aa_omniscience_index": -46, "aa_context_window_tokens": 256000, "aa_gdpval": 8, "aa_terminalbench_hard": 17, "aa_terminalbench_v21": 19, "aa_tau2": 91, "aa_tau3_banking": 9, "aa_lcr": 62, "aa_omniscience_accuracy": 22, "aa_non_hallucination_rate": 13, "aa_hle": 5, "aa_gpqa": 75, "aa_scicode": 39, "aa_ifbench": 80, "aa_critpt": 0, "aa_mmmu_pro": 63, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.25, "aa_output_cost_usd_per_1m": 10, "aa_blended_cost_usd_per_1m": 4.75, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 116, "aa_speed_p5_tokens_per_second": 103, "aa_speed_p25_tokens_per_second": 110, "aa_speed_p75_tokens_per_second": 144, "aa_speed_p95_tokens_per_second": 161, "aa_latency_seconds": 11.99, "aa_latency_first_token_seconds": 29.25, "aa_latency_p5_seconds": 6.96, "aa_latency_p25_seconds": 9.73, "aa_latency_p75_seconds": 15.02, "aa_latency_p95_seconds": 24.56, "aa_total_response_time_seconds": 33.56, "aa_reasoning_time_seconds": 17.25, "llmdex_adjusted_performance": 20, "llmdex_cost_index": 95.25, "llmdex_speed_index": 11.6, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 40.9, "llmdex_efficiency_score": 10, "llmdex_performance_rank": 120, "llmdex_value_rank": 166, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "amazon/nova-2-0-pro-preview:medium-preview", "family_id": "amazon/nova-2-0-pro-preview", "variant_id": "amazon/nova-2-0-pro-preview:medium-preview", "canonical_name": "Nova 2.0 Pro Preview (medium)", "source_name": "Nova 2.0 Pro Preview (medium)", "provider": "Amazon", "creator": "Amazon", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "nova-2-0-pro-preview-medium", "source_model_url": "https://artificialanalysis.ai/models/nova-2-0-pro-reasoning-medium", "source_rank": 109, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 22, "aa_official_coding_index": 36.5, "aa_omniscience_index": -48, "aa_context_window_tokens": 256000, "aa_gdpval": 9, "aa_terminalbench_hard": 24, "aa_terminalbench_v21": 30, "aa_tau2": 93, "aa_tau3_banking": 8, "aa_lcr": 54, "aa_omniscience_accuracy": 22, "aa_non_hallucination_rate": 10, "aa_hle": 9, "aa_gpqa": 78, "aa_scicode": 43, "aa_ifbench": 79, "aa_critpt": 0, "aa_mmmu_pro": 65, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.25, "aa_output_cost_usd_per_1m": 10, "aa_blended_cost_usd_per_1m": 4.75, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 115, "aa_speed_p5_tokens_per_second": 103, "aa_speed_p25_tokens_per_second": 108, "aa_speed_p75_tokens_per_second": 141, "aa_speed_p95_tokens_per_second": 166, "aa_latency_seconds": 15.13, "aa_latency_first_token_seconds": 32.46, "aa_latency_p5_seconds": 5.23, "aa_latency_p25_seconds": 11.74, "aa_latency_p75_seconds": 18.82, "aa_latency_p95_seconds": 24.11, "aa_total_response_time_seconds": 36.79, "aa_reasoning_time_seconds": 17.33, "llmdex_adjusted_performance": 22, "llmdex_cost_index": 95.25, "llmdex_speed_index": 11.5, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 41.88, "llmdex_efficiency_score": 13.89, "llmdex_performance_rank": 109, "llmdex_value_rank": 160, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "amazon/nova-2-0-pro-preview:preview", "family_id": "amazon/nova-2-0-pro-preview", "variant_id": "amazon/nova-2-0-pro-preview:preview", "canonical_name": "Nova 2.0 Pro Preview", "source_name": "Nova 2.0 Pro Preview", "provider": "Amazon", "creator": "Amazon", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "nova-2-0-pro-preview", "source_model_url": "https://artificialanalysis.ai/models/nova-2-0-pro", "source_rank": 148, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 14, "aa_official_coding_index": 22.5, "aa_omniscience_index": -48, "aa_context_window_tokens": 256000, "aa_gdpval": 3, "aa_terminalbench_hard": 17, "aa_terminalbench_v21": 17, "aa_tau2": 72, "aa_tau3_banking": 7, "aa_lcr": 28, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 23, "aa_hle": 4, "aa_gpqa": 64, "aa_scicode": 28, "aa_ifbench": 52, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.25, "aa_output_cost_usd_per_1m": 10, "aa_blended_cost_usd_per_1m": 4.75, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 103, "aa_speed_p5_tokens_per_second": 87, "aa_speed_p25_tokens_per_second": 93, "aa_speed_p75_tokens_per_second": 121, "aa_speed_p95_tokens_per_second": 148, "aa_latency_seconds": 0.97, "aa_latency_first_token_seconds": 0.97, "aa_latency_p5_seconds": 0.89, "aa_latency_p25_seconds": 0.94, "aa_latency_p75_seconds": 1.08, "aa_latency_p95_seconds": 1.38, "aa_total_response_time_seconds": 5.85, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 14, "llmdex_cost_index": 95.25, "llmdex_speed_index": 55.45, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 46.67, "llmdex_efficiency_score": 5.56, "llmdex_performance_rank": 148, "llmdex_value_rank": 128, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "amazon/nova-micro:default", "family_id": "amazon/nova-micro", "variant_id": "amazon/nova-micro:default", "canonical_name": "Nova Micro", "source_name": "Nova Micro", "provider": "Amazon", "creator": "Amazon", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "nova-micro", "source_model_url": "https://artificialanalysis.ai/models/nova-micro", "source_rank": 224, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 5, "aa_official_coding_index": 9, "aa_omniscience_index": -49, "aa_context_window_tokens": 130000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 14, "aa_tau3_banking": null, "aa_lcr": 10, "aa_omniscience_accuracy": 10, "aa_non_hallucination_rate": 35, "aa_hle": 5, "aa_gpqa": 36, "aa_scicode": 9, "aa_ifbench": 29, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.04, "aa_output_cost_usd_per_1m": 0.14, "aa_blended_cost_usd_per_1m": 0.08, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 298, "aa_speed_p5_tokens_per_second": 238, "aa_speed_p25_tokens_per_second": 258, "aa_speed_p75_tokens_per_second": 341, "aa_speed_p95_tokens_per_second": 400, "aa_latency_seconds": 0.9, "aa_latency_first_token_seconds": 0.9, "aa_latency_p5_seconds": 0.82, "aa_latency_p25_seconds": 0.85, "aa_latency_p75_seconds": 1.13, "aa_latency_p95_seconds": 2.21, "aa_total_response_time_seconds": 2.58, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 5, "llmdex_cost_index": 99.92, "llmdex_speed_index": 75.3, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 47.54, "llmdex_efficiency_score": 73.33, "llmdex_performance_rank": 224, "llmdex_value_rank": 121, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "amazon/nova-premier:default", "family_id": "amazon/nova-premier", "variant_id": "amazon/nova-premier:default", "canonical_name": "Nova Premier", "source_name": "Nova Premier", "provider": "Amazon", "creator": "Amazon", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "nova-premier", "source_model_url": "https://artificialanalysis.ai/models/nova-premier", "source_rank": 160, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 13, "aa_official_coding_index": 28, "aa_omniscience_index": -36, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 7, "aa_terminalbench_v21": null, "aa_tau2": 38, "aa_tau3_banking": null, "aa_lcr": 30, "aa_omniscience_accuracy": 19, "aa_non_hallucination_rate": 32, "aa_hle": 5, "aa_gpqa": 57, "aa_scicode": 28, "aa_ifbench": 36, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2.5, "aa_output_cost_usd_per_1m": 12.5, "aa_blended_cost_usd_per_1m": 6.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 32, "aa_speed_p5_tokens_per_second": 24, "aa_speed_p25_tokens_per_second": 30, "aa_speed_p75_tokens_per_second": 35, "aa_speed_p95_tokens_per_second": 37, "aa_latency_seconds": 2.88, "aa_latency_first_token_seconds": 2.88, "aa_latency_p5_seconds": 2.78, "aa_latency_p25_seconds": 2.83, "aa_latency_p75_seconds": 2.98, "aa_latency_p95_seconds": 3.48, "aa_total_response_time_seconds": 18.39, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 13, "llmdex_cost_index": 93.5, "llmdex_speed_index": 38.8, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 42.31, "llmdex_efficiency_score": 3.33, "llmdex_performance_rank": 160, "llmdex_value_rank": 157, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-4-5-haiku:default", "family_id": "anthropic/claude-4-5-haiku", "variant_id": "anthropic/claude-4-5-haiku:default", "canonical_name": "Claude 4.5 Haiku", "source_name": "Claude 4.5 Haiku", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "claude-4-5-haiku", "source_model_url": "https://artificialanalysis.ai/models/claude-4-5-haiku", "source_rank": 103, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 24, "aa_official_coding_index": 34, "aa_omniscience_index": -8, "aa_context_window_tokens": 200000, "aa_gdpval": null, "aa_terminalbench_hard": 27, "aa_terminalbench_v21": null, "aa_tau2": 32, "aa_tau3_banking": null, "aa_lcr": 44, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 75, "aa_hle": 4, "aa_gpqa": 65, "aa_scicode": 34, "aa_ifbench": 42, "aa_critpt": 0, "aa_mmmu_pro": 55, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1, "aa_output_cost_usd_per_1m": 5, "aa_blended_cost_usd_per_1m": 2.6, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 90, "aa_speed_p5_tokens_per_second": 76, "aa_speed_p25_tokens_per_second": 81, "aa_speed_p75_tokens_per_second": 104, "aa_speed_p95_tokens_per_second": 206, "aa_latency_seconds": 0.84, "aa_latency_first_token_seconds": 0.84, "aa_latency_p5_seconds": 0.7, "aa_latency_p25_seconds": 0.75, "aa_latency_p75_seconds": 1.02, "aa_latency_p95_seconds": 1.96, "aa_total_response_time_seconds": 6.39, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 24, "llmdex_cost_index": 97.4, "llmdex_speed_index": 54.8, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 52.18, "llmdex_efficiency_score": 27.78, "llmdex_performance_rank": 103, "llmdex_value_rank": 89, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-4-5-haiku:reasoning", "family_id": "anthropic/claude-4-5-haiku", "variant_id": "anthropic/claude-4-5-haiku:reasoning", "canonical_name": "Claude 4.5 Haiku (reasoning)", "source_name": "Claude 4.5 Haiku (reasoning)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "claude-4-5-haiku-reasoning", "source_model_url": "https://artificialanalysis.ai/models/claude-4-5-haiku-reasoning", "source_rank": 81, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 30, "aa_official_coding_index": 43.5, "aa_omniscience_index": -4, "aa_context_window_tokens": 200000, "aa_gdpval": 21, "aa_terminalbench_hard": 27, "aa_terminalbench_v21": 44, "aa_tau2": 55, "aa_tau3_banking": 9, "aa_lcr": 70, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 74, "aa_hle": 10, "aa_gpqa": 67, "aa_scicode": 43, "aa_ifbench": 54, "aa_critpt": 0, "aa_mmmu_pro": 59, "aa_apex_agents": null, "aa_itbench": 27, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1, "aa_output_cost_usd_per_1m": 5, "aa_blended_cost_usd_per_1m": 2.6, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 92, "aa_speed_p5_tokens_per_second": 73, "aa_speed_p25_tokens_per_second": 84, "aa_speed_p75_tokens_per_second": 144, "aa_speed_p95_tokens_per_second": 206, "aa_latency_seconds": 11.93, "aa_latency_first_token_seconds": 11.93, "aa_latency_p5_seconds": 4.82, "aa_latency_p25_seconds": 9.83, "aa_latency_p75_seconds": 18.49, "aa_latency_p95_seconds": 98.95, "aa_total_response_time_seconds": 17.35, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 30, "llmdex_cost_index": 97.4, "llmdex_speed_index": 9.2, "llmdex_coverage_score": 90.6, "llmdex_confidence_factor": 1, "llmdex_composite_index": 46.06, "llmdex_efficiency_score": 32.78, "llmdex_performance_rank": 81, "llmdex_value_rank": 132, "llmdex_efficiency_rank": 52, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-fable-5:fallback", "family_id": "anthropic/claude-fable-5", "variant_id": "anthropic/claude-fable-5:fallback", "canonical_name": "Claude Fable 5 (with fallback)", "source_name": "Claude Fable 5 (with fallback)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "claude-fable-5-with-fallback", "source_model_url": "https://artificialanalysis.ai/models/claude-fable-5", "source_rank": 3, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 60, "aa_official_coding_index": 72.5, "aa_omniscience_index": 40, "aa_context_window_tokens": 1000000, "aa_gdpval": 62, "aa_terminalbench_hard": 63, "aa_terminalbench_v21": 85, "aa_tau2": 99, "aa_tau3_banking": 27, "aa_lcr": 70, "aa_omniscience_accuracy": 61, "aa_non_hallucination_rate": 45, "aa_hle": 53, "aa_gpqa": 93, "aa_scicode": 60, "aa_ifbench": 63, "aa_critpt": 29, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 10, "aa_output_cost_usd_per_1m": 50, "aa_blended_cost_usd_per_1m": 26, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 71, "aa_speed_p5_tokens_per_second": 51, "aa_speed_p25_tokens_per_second": 57, "aa_speed_p75_tokens_per_second": 74, "aa_speed_p95_tokens_per_second": 98, "aa_latency_seconds": 112.25, "aa_latency_first_token_seconds": 112.25, "aa_latency_p5_seconds": 18.01, "aa_latency_p25_seconds": 64.06, "aa_latency_p75_seconds": 205.66, "aa_latency_p95_seconds": 252.37, "aa_total_response_time_seconds": 119.25, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 60, "llmdex_cost_index": 74, "llmdex_speed_index": 7.1, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 53.62, "llmdex_efficiency_score": 3.89, "llmdex_performance_rank": 3, "llmdex_value_rank": 77, "llmdex_efficiency_rank": 87, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-opus-4-7:high-non-reasoning", "family_id": "anthropic/claude-opus-4-7", "variant_id": "anthropic/claude-opus-4-7:high-non-reasoning", "canonical_name": "Claude Opus 4.7 (Non-reasoning, high)", "source_name": "Claude Opus 4.7 (Non-reasoning, high)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "claude-opus-4-7-non-reasoning-high", "source_model_url": "https://artificialanalysis.ai/models/claude-opus-4-7-non-reasoning", "source_rank": 36, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 43, "aa_official_coding_index": 50, "aa_omniscience_index": 14, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 55, "aa_terminalbench_v21": null, "aa_tau2": 74, "aa_tau3_banking": null, "aa_lcr": 67, "aa_omniscience_accuracy": 44, "aa_non_hallucination_rate": 48, "aa_hle": 31, "aa_gpqa": 88, "aa_scicode": 50, "aa_ifbench": 44, "aa_critpt": 5, "aa_mmmu_pro": 76, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 25, "aa_blended_cost_usd_per_1m": 13, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 45, "aa_speed_p5_tokens_per_second": 36, "aa_speed_p25_tokens_per_second": 40, "aa_speed_p75_tokens_per_second": 54, "aa_speed_p95_tokens_per_second": 82, "aa_latency_seconds": 1.59, "aa_latency_first_token_seconds": 1.59, "aa_latency_p5_seconds": 1.14, "aa_latency_p25_seconds": 1.48, "aa_latency_p75_seconds": 2.06, "aa_latency_p95_seconds": 3.25, "aa_total_response_time_seconds": 12.74, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 43, "llmdex_cost_index": 87, "llmdex_speed_index": 46.55, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.91, "llmdex_efficiency_score": 6.67, "llmdex_performance_rank": 36, "llmdex_value_rank": 41, "llmdex_efficiency_rank": 84, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-opus-4-8:max", "family_id": "anthropic/claude-opus-4-8", "variant_id": "anthropic/claude-opus-4-8:max", "canonical_name": "Claude Opus 4.8 (max)", "source_name": "Claude Opus 4.8 (max)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "claude-opus-4-8-max", "source_model_url": "https://artificialanalysis.ai/models/claude-opus-4-8", "source_rank": 10, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 56, "aa_official_coding_index": 69, "aa_omniscience_index": 27, "aa_context_window_tokens": 1000000, "aa_gdpval": 55, "aa_terminalbench_hard": 58, "aa_terminalbench_v21": 85, "aa_tau2": 94, "aa_tau3_banking": 28, "aa_lcr": 68, "aa_omniscience_accuracy": 47, "aa_non_hallucination_rate": 64, "aa_hle": 46, "aa_gpqa": 92, "aa_scicode": 53, "aa_ifbench": 62, "aa_critpt": 21, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 25, "aa_blended_cost_usd_per_1m": 13, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 56, "aa_speed_p5_tokens_per_second": 39, "aa_speed_p25_tokens_per_second": 48, "aa_speed_p75_tokens_per_second": 69, "aa_speed_p95_tokens_per_second": 86, "aa_latency_seconds": 29.5, "aa_latency_first_token_seconds": 29.5, "aa_latency_p5_seconds": 4.26, "aa_latency_p25_seconds": 6.47, "aa_latency_p75_seconds": 75.88, "aa_latency_p95_seconds": 93.04, "aa_total_response_time_seconds": 38.42, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 56, "llmdex_cost_index": 87, "llmdex_speed_index": 5.6, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 55.22, "llmdex_efficiency_score": 10.83, "llmdex_performance_rank": 10, "llmdex_value_rank": 64, "llmdex_efficiency_rank": 77, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-opus-5:high", "family_id": "anthropic/claude-opus-5", "variant_id": "anthropic/claude-opus-5:high", "canonical_name": "Claude Opus 5 (high)", "source_name": "Claude Opus 5 (high)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "claude-opus-5-high", "source_model_url": "https://artificialanalysis.ai/models/claude-opus-5-high", "source_rank": 5, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 59, "aa_official_coding_index": 71, "aa_omniscience_index": 28, "aa_context_window_tokens": 1000000, "aa_gdpval": 62, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 88, "aa_tau2": null, "aa_tau3_banking": 33, "aa_lcr": 67, "aa_omniscience_accuracy": 53, "aa_non_hallucination_rate": 48, "aa_hle": 51, "aa_gpqa": 94, "aa_scicode": 54, "aa_ifbench": null, "aa_critpt": 28, "aa_mmmu_pro": 82, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 25, "aa_blended_cost_usd_per_1m": 13, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 57, "aa_speed_p5_tokens_per_second": 44, "aa_speed_p25_tokens_per_second": 51, "aa_speed_p75_tokens_per_second": 66, "aa_speed_p95_tokens_per_second": 83, "aa_latency_seconds": 24.94, "aa_latency_first_token_seconds": 24.94, "aa_latency_p5_seconds": 3.77, "aa_latency_p25_seconds": 13.69, "aa_latency_p75_seconds": 32.02, "aa_latency_p95_seconds": 75.1, "aa_total_response_time_seconds": 33.66, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 59, "llmdex_cost_index": 87, "llmdex_speed_index": 5.7, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.74, "llmdex_efficiency_score": 12.78, "llmdex_performance_rank": 5, "llmdex_value_rank": 43, "llmdex_efficiency_rank": 74, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-opus-5:low", "family_id": "anthropic/claude-opus-5", "variant_id": "anthropic/claude-opus-5:low", "canonical_name": "Claude Opus 5 (low)", "source_name": "Claude Opus 5 (low)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "claude-opus-5-low", "source_model_url": "https://artificialanalysis.ai/models/claude-opus-5-low", "source_rank": 19, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 51, "aa_official_coding_index": 62, "aa_omniscience_index": 23, "aa_context_window_tokens": 1000000, "aa_gdpval": 48, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 76, "aa_tau2": null, "aa_tau3_banking": 23, "aa_lcr": 69, "aa_omniscience_accuracy": 50, "aa_non_hallucination_rate": 45, "aa_hle": 41, "aa_gpqa": 89, "aa_scicode": 48, "aa_ifbench": null, "aa_critpt": 23, "aa_mmmu_pro": 80, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 25, "aa_blended_cost_usd_per_1m": 13, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 54, "aa_speed_p5_tokens_per_second": 43, "aa_speed_p25_tokens_per_second": 47, "aa_speed_p75_tokens_per_second": 61, "aa_speed_p95_tokens_per_second": 81, "aa_latency_seconds": 4.01, "aa_latency_first_token_seconds": 4.01, "aa_latency_p5_seconds": 2.02, "aa_latency_p25_seconds": 2.94, "aa_latency_p75_seconds": 4.94, "aa_latency_p95_seconds": 6.27, "aa_total_response_time_seconds": 13.22, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 51, "llmdex_cost_index": 87, "llmdex_speed_index": 35.35, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 58.67, "llmdex_efficiency_score": 8.89, "llmdex_performance_rank": 19, "llmdex_value_rank": 21, "llmdex_efficiency_rank": 80, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-opus-5:max", "family_id": "anthropic/claude-opus-5", "variant_id": "anthropic/claude-opus-5:max", "canonical_name": "Claude Opus 5 (max)", "source_name": "Claude Opus 5 (max)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "claude-opus-5-max", "source_model_url": "https://artificialanalysis.ai/models/claude-opus-5", "source_rank": 1, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 61, "aa_official_coding_index": 72.5, "aa_omniscience_index": 31, "aa_context_window_tokens": 1000000, "aa_gdpval": 68, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 89, "aa_tau2": null, "aa_tau3_banking": 30, "aa_lcr": 70, "aa_omniscience_accuracy": 54, "aa_non_hallucination_rate": 50, "aa_hle": 53, "aa_gpqa": 93, "aa_scicode": 56, "aa_ifbench": null, "aa_critpt": 29, "aa_mmmu_pro": 85, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 25, "aa_blended_cost_usd_per_1m": 13, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 53, "aa_speed_p5_tokens_per_second": 41, "aa_speed_p25_tokens_per_second": 48, "aa_speed_p75_tokens_per_second": 64, "aa_speed_p95_tokens_per_second": 89, "aa_latency_seconds": 68.04, "aa_latency_first_token_seconds": 68.04, "aa_latency_p5_seconds": 22.79, "aa_latency_p25_seconds": 41.59, "aa_latency_p75_seconds": 118.14, "aa_latency_p95_seconds": 258.86, "aa_total_response_time_seconds": 77.55, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 61, "llmdex_cost_index": 87, "llmdex_speed_index": 5.3, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 57.66, "llmdex_efficiency_score": 14.44, "llmdex_performance_rank": 1, "llmdex_value_rank": 31, "llmdex_efficiency_rank": 72, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-opus-5:medium", "family_id": "anthropic/claude-opus-5", "variant_id": "anthropic/claude-opus-5:medium", "canonical_name": "Claude Opus 5 (medium)", "source_name": "Claude Opus 5 (medium)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "claude-opus-5-medium", "source_model_url": "https://artificialanalysis.ai/models/claude-opus-5-medium", "source_rank": 8, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 56, "aa_official_coding_index": 68.5, "aa_omniscience_index": 26, "aa_context_window_tokens": 1000000, "aa_gdpval": 57, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 86, "aa_tau2": null, "aa_tau3_banking": 29, "aa_lcr": 69, "aa_omniscience_accuracy": 51, "aa_non_hallucination_rate": 48, "aa_hle": 49, "aa_gpqa": 92, "aa_scicode": 51, "aa_ifbench": null, "aa_critpt": 27, "aa_mmmu_pro": 82, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 25, "aa_blended_cost_usd_per_1m": 13, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 52, "aa_speed_p5_tokens_per_second": 43, "aa_speed_p25_tokens_per_second": 46, "aa_speed_p75_tokens_per_second": 56, "aa_speed_p95_tokens_per_second": 78, "aa_latency_seconds": 5.3, "aa_latency_first_token_seconds": 5.3, "aa_latency_p5_seconds": 1.85, "aa_latency_p25_seconds": 3.88, "aa_latency_p75_seconds": 17.49, "aa_latency_p95_seconds": 28.46, "aa_total_response_time_seconds": 14.96, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 56, "llmdex_cost_index": 87, "llmdex_speed_index": 28.7, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 59.84, "llmdex_efficiency_score": 10.83, "llmdex_performance_rank": 8, "llmdex_value_rank": 14, "llmdex_efficiency_rank": 78, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-opus-5:xhigh", "family_id": "anthropic/claude-opus-5", "variant_id": "anthropic/claude-opus-5:xhigh", "canonical_name": "Claude Opus 5 (xhigh)", "source_name": "Claude Opus 5 (xhigh)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "claude-opus-5-xhigh", "source_model_url": "https://artificialanalysis.ai/models/claude-opus-5-xhigh", "source_rank": 2, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 60, "aa_official_coding_index": 71.5, "aa_omniscience_index": 30, "aa_context_window_tokens": 1000000, "aa_gdpval": 66, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 88, "aa_tau2": null, "aa_tau3_banking": 32, "aa_lcr": 69, "aa_omniscience_accuracy": 53, "aa_non_hallucination_rate": 50, "aa_hle": 53, "aa_gpqa": 94, "aa_scicode": 55, "aa_ifbench": null, "aa_critpt": 28, "aa_mmmu_pro": 84, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 25, "aa_blended_cost_usd_per_1m": 13, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 53, "aa_speed_p5_tokens_per_second": 40, "aa_speed_p25_tokens_per_second": 48, "aa_speed_p75_tokens_per_second": 62, "aa_speed_p95_tokens_per_second": 88, "aa_latency_seconds": 33.21, "aa_latency_first_token_seconds": 33.21, "aa_latency_p5_seconds": 3.96, "aa_latency_p25_seconds": 14.67, "aa_latency_p75_seconds": 68.1, "aa_latency_p95_seconds": 173.11, "aa_total_response_time_seconds": 42.68, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 60, "llmdex_cost_index": 87, "llmdex_speed_index": 5.3, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 57.16, "llmdex_efficiency_score": 13.33, "llmdex_performance_rank": 2, "llmdex_value_rank": 38, "llmdex_efficiency_rank": 73, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-sonnet-4-6:low-non-reasoning", "family_id": "anthropic/claude-sonnet-4-6", "variant_id": "anthropic/claude-sonnet-4-6:low-non-reasoning", "canonical_name": "Claude Sonnet 4.6 (Non-reasoning, Low Effort)", "source_name": "Claude Sonnet 4.6 (Non-reasoning, Low Effort)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "claude-sonnet-4-6-non-reasoning-low-effort", "source_model_url": "https://artificialanalysis.ai/models/claude-sonnet-4-6-non-reasoning-low-effort", "source_rank": 62, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 34, "aa_official_coding_index": 44, "aa_omniscience_index": -2, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 42, "aa_terminalbench_v21": null, "aa_tau2": 79, "aa_tau3_banking": null, "aa_lcr": 59, "aa_omniscience_accuracy": 36, "aa_non_hallucination_rate": 40, "aa_hle": 11, "aa_gpqa": 80, "aa_scicode": 44, "aa_ifbench": 42, "aa_critpt": 1, "aa_mmmu_pro": 69, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 3, "aa_output_cost_usd_per_1m": 15, "aa_blended_cost_usd_per_1m": 7.8, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 44, "aa_speed_p5_tokens_per_second": 37, "aa_speed_p25_tokens_per_second": 39, "aa_speed_p75_tokens_per_second": 51, "aa_speed_p95_tokens_per_second": 82, "aa_latency_seconds": 1.37, "aa_latency_first_token_seconds": 1.37, "aa_latency_p5_seconds": 1.06, "aa_latency_p25_seconds": 1.22, "aa_latency_p75_seconds": 1.75, "aa_latency_p95_seconds": 4.94, "aa_total_response_time_seconds": 12.8, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 34, "llmdex_cost_index": 92.2, "llmdex_speed_index": 47.55, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 54.17, "llmdex_efficiency_score": 11.67, "llmdex_performance_rank": 62, "llmdex_value_rank": 72, "llmdex_efficiency_rank": 76, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-sonnet-5:high", "family_id": "anthropic/claude-sonnet-5", "variant_id": "anthropic/claude-sonnet-5:high", "canonical_name": "Claude Sonnet 5 (high)", "source_name": "Claude Sonnet 5 (high)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "claude-sonnet-5-high", "source_model_url": "https://artificialanalysis.ai/models/claude-sonnet-5-high", "source_rank": 260, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": null, "aa_official_coding_index": null, "aa_omniscience_index": null, "aa_context_window_tokens": 1000000, "aa_gdpval": 45, "aa_terminalbench_hard": null, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": null, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": null, "aa_gpqa": null, "aa_scicode": null, "aa_ifbench": null, "aa_critpt": null, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2, "aa_output_cost_usd_per_1m": 10, "aa_blended_cost_usd_per_1m": 5.2, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 63, "aa_speed_p5_tokens_per_second": 48, "aa_speed_p25_tokens_per_second": 53, "aa_speed_p75_tokens_per_second": 88, "aa_speed_p95_tokens_per_second": 115, "aa_latency_seconds": 14.23, "aa_latency_first_token_seconds": 14.23, "aa_latency_p5_seconds": 1.08, "aa_latency_p25_seconds": 4.31, "aa_latency_p75_seconds": 22.92, "aa_latency_p95_seconds": 35.4, "aa_total_response_time_seconds": 22.16, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": null, "llmdex_cost_index": 94.8, "llmdex_speed_index": 6.3, "llmdex_coverage_score": 37.5, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": null, "llmdex_efficiency_score": null, "llmdex_performance_rank": null, "llmdex_value_rank": null, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-sonnet-5:low", "family_id": "anthropic/claude-sonnet-5", "variant_id": "anthropic/claude-sonnet-5:low", "canonical_name": "Claude Sonnet 5 (low)", "source_name": "Claude Sonnet 5 (low)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "claude-sonnet-5-low", "source_model_url": "https://artificialanalysis.ai/models/claude-sonnet-5-low", "source_rank": 256, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": null, "aa_official_coding_index": null, "aa_omniscience_index": null, "aa_context_window_tokens": 1000000, "aa_gdpval": 36, "aa_terminalbench_hard": null, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": null, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": null, "aa_gpqa": null, "aa_scicode": null, "aa_ifbench": null, "aa_critpt": null, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2, "aa_output_cost_usd_per_1m": 10, "aa_blended_cost_usd_per_1m": 5.2, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 63, "aa_speed_p5_tokens_per_second": 49, "aa_speed_p25_tokens_per_second": 54, "aa_speed_p75_tokens_per_second": 75, "aa_speed_p95_tokens_per_second": 113, "aa_latency_seconds": 1.65, "aa_latency_first_token_seconds": 1.65, "aa_latency_p5_seconds": 0.92, "aa_latency_p25_seconds": 1.26, "aa_latency_p75_seconds": 2.12, "aa_latency_p95_seconds": 3.94, "aa_total_response_time_seconds": 9.64, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": null, "llmdex_cost_index": 94.8, "llmdex_speed_index": 48.05, "llmdex_coverage_score": 37.5, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": null, "llmdex_efficiency_score": null, "llmdex_performance_rank": null, "llmdex_value_rank": null, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-sonnet-5:max", "family_id": "anthropic/claude-sonnet-5", "variant_id": "anthropic/claude-sonnet-5:max", "canonical_name": "Claude Sonnet 5 (max)", "source_name": "Claude Sonnet 5 (max)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "claude-sonnet-5-max", "source_model_url": "https://artificialanalysis.ai/models/claude-sonnet-5", "source_rank": 14, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 53, "aa_official_coding_index": 67.5, "aa_omniscience_index": 15, "aa_context_window_tokens": 1000000, "aa_gdpval": 55, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 81, "aa_tau2": null, "aa_tau3_banking": 28, "aa_lcr": 71, "aa_omniscience_accuracy": 38, "aa_non_hallucination_rate": 63, "aa_hle": 40, "aa_gpqa": 91, "aa_scicode": 54, "aa_ifbench": null, "aa_critpt": 17, "aa_mmmu_pro": 77, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2, "aa_output_cost_usd_per_1m": 10, "aa_blended_cost_usd_per_1m": 5.2, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 76, "aa_speed_p5_tokens_per_second": 57, "aa_speed_p25_tokens_per_second": 66, "aa_speed_p75_tokens_per_second": 88, "aa_speed_p95_tokens_per_second": 95, "aa_latency_seconds": 192.06, "aa_latency_first_token_seconds": 192.06, "aa_latency_p5_seconds": 43.35, "aa_latency_p25_seconds": 140.5, "aa_latency_p75_seconds": 273.71, "aa_latency_p95_seconds": 301.74, "aa_total_response_time_seconds": 198.64, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 53, "llmdex_cost_index": 94.8, "llmdex_speed_index": 7.6, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.46, "llmdex_efficiency_score": 30.56, "llmdex_performance_rank": 14, "llmdex_value_rank": 47, "llmdex_efficiency_rank": 56, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-sonnet-5:medium", "family_id": "anthropic/claude-sonnet-5", "variant_id": "anthropic/claude-sonnet-5:medium", "canonical_name": "Claude Sonnet 5 (medium)", "source_name": "Claude Sonnet 5 (medium)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "claude-sonnet-5-medium", "source_model_url": "https://artificialanalysis.ai/models/claude-sonnet-5-medium", "source_rank": 264, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": null, "aa_official_coding_index": null, "aa_omniscience_index": null, "aa_context_window_tokens": 1000000, "aa_gdpval": 40, "aa_terminalbench_hard": null, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": null, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": null, "aa_gpqa": null, "aa_scicode": null, "aa_ifbench": null, "aa_critpt": null, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2, "aa_output_cost_usd_per_1m": 10, "aa_blended_cost_usd_per_1m": 5.2, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 63, "aa_speed_p5_tokens_per_second": 47, "aa_speed_p25_tokens_per_second": 55, "aa_speed_p75_tokens_per_second": 73, "aa_speed_p95_tokens_per_second": 117, "aa_latency_seconds": 1.89, "aa_latency_first_token_seconds": 1.89, "aa_latency_p5_seconds": 0.91, "aa_latency_p25_seconds": 1.31, "aa_latency_p75_seconds": 4.77, "aa_latency_p95_seconds": 14.9, "aa_total_response_time_seconds": 9.78, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": null, "llmdex_cost_index": 94.8, "llmdex_speed_index": 46.85, "llmdex_coverage_score": 37.5, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": null, "llmdex_efficiency_score": null, "llmdex_performance_rank": null, "llmdex_value_rank": null, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-sonnet-5:non-reasoning", "family_id": "anthropic/claude-sonnet-5", "variant_id": "anthropic/claude-sonnet-5:non-reasoning", "canonical_name": "Claude Sonnet 5 (Non-reasoning)", "source_name": "Claude Sonnet 5 (Non-reasoning)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "claude-sonnet-5-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/claude-sonnet-5-non-reasoning", "source_rank": 39, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 42, "aa_official_coding_index": 62, "aa_omniscience_index": -1, "aa_context_window_tokens": 1000000, "aa_gdpval": 43, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 75, "aa_tau2": null, "aa_tau3_banking": 14, "aa_lcr": 59, "aa_omniscience_accuracy": 33, "aa_non_hallucination_rate": 50, "aa_hle": 18, "aa_gpqa": 80, "aa_scicode": 49, "aa_ifbench": null, "aa_critpt": 1, "aa_mmmu_pro": 72, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2, "aa_output_cost_usd_per_1m": 10, "aa_blended_cost_usd_per_1m": 5.2, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 58, "aa_speed_p5_tokens_per_second": 48, "aa_speed_p25_tokens_per_second": 52, "aa_speed_p75_tokens_per_second": 73, "aa_speed_p95_tokens_per_second": 102, "aa_latency_seconds": 1.37, "aa_latency_first_token_seconds": 1.37, "aa_latency_p5_seconds": 0.81, "aa_latency_p25_seconds": 0.96, "aa_latency_p75_seconds": 1.66, "aa_latency_p95_seconds": 3.98, "aa_total_response_time_seconds": 10.01, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 42, "llmdex_cost_index": 94.8, "llmdex_speed_index": 48.95, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 59.23, "llmdex_efficiency_score": 25, "llmdex_performance_rank": 39, "llmdex_value_rank": 18, "llmdex_efficiency_rank": 59, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "anthropic/claude-sonnet-5:xhigh", "family_id": "anthropic/claude-sonnet-5", "variant_id": "anthropic/claude-sonnet-5:xhigh", "canonical_name": "Claude Sonnet 5 (xhigh)", "source_name": "Claude Sonnet 5 (xhigh)", "provider": "Anthropic", "creator": "Anthropic", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "claude-sonnet-5-xhigh", "source_model_url": "https://artificialanalysis.ai/models/claude-sonnet-5-xhigh", "source_rank": 258, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": null, "aa_official_coding_index": null, "aa_omniscience_index": null, "aa_context_window_tokens": 1000000, "aa_gdpval": 50, "aa_terminalbench_hard": null, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": null, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": null, "aa_gpqa": null, "aa_scicode": null, "aa_ifbench": null, "aa_critpt": null, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2, "aa_output_cost_usd_per_1m": 10, "aa_blended_cost_usd_per_1m": 5.2, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 66, "aa_speed_p5_tokens_per_second": 47, "aa_speed_p25_tokens_per_second": 51, "aa_speed_p75_tokens_per_second": 91, "aa_speed_p95_tokens_per_second": 119, "aa_latency_seconds": 29.93, "aa_latency_first_token_seconds": 29.93, "aa_latency_p5_seconds": 5.61, "aa_latency_p25_seconds": 9.31, "aa_latency_p75_seconds": 57.21, "aa_latency_p95_seconds": 123.17, "aa_total_response_time_seconds": 37.47, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": null, "llmdex_cost_index": 94.8, "llmdex_speed_index": 6.6, "llmdex_coverage_score": 37.5, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": null, "llmdex_efficiency_score": null, "llmdex_performance_rank": null, "llmdex_value_rank": null, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "arcee-ai/trinity-large:thinking", "family_id": "arcee-ai/trinity-large", "variant_id": "arcee-ai/trinity-large:thinking", "canonical_name": "Trinity Large Thinking", "source_name": "Trinity Large Thinking", "provider": "Arcee AI", "creator": "Arcee AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "trinity-large-thinking", "source_model_url": "https://artificialanalysis.ai/models/trinity-large-thinking", "source_rank": 127, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 18, "aa_official_coding_index": 28.5, "aa_omniscience_index": -44, "aa_context_window_tokens": 512000, "aa_gdpval": 3, "aa_terminalbench_hard": 23, "aa_terminalbench_v21": 21, "aa_tau2": 90, "aa_tau3_banking": 6, "aa_lcr": 33, "aa_omniscience_accuracy": 23, "aa_non_hallucination_rate": 13, "aa_hle": 15, "aa_gpqa": 75, "aa_scicode": 36, "aa_ifbench": 56, "aa_critpt": 1, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.23, "aa_output_cost_usd_per_1m": 0.88, "aa_blended_cost_usd_per_1m": 0.49, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 172, "aa_speed_p5_tokens_per_second": 105, "aa_speed_p25_tokens_per_second": 153, "aa_speed_p75_tokens_per_second": 197, "aa_speed_p95_tokens_per_second": 210, "aa_latency_seconds": 0.88, "aa_latency_first_token_seconds": 12.51, "aa_latency_p5_seconds": 0.8, "aa_latency_p25_seconds": 0.85, "aa_latency_p75_seconds": 1, "aa_latency_p95_seconds": 1.96, "aa_total_response_time_seconds": 15.42, "aa_reasoning_time_seconds": 11.63, "llmdex_adjusted_performance": 18, "llmdex_cost_index": 99.51, "llmdex_speed_index": 62.8, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 51.41, "llmdex_efficiency_score": 63.33, "llmdex_performance_rank": 127, "llmdex_value_rank": 95, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "baidu/ernie-4-5-300b-a47b:default", "family_id": "baidu/ernie-4-5-300b-a47b", "variant_id": "baidu/ernie-4-5-300b-a47b:default", "canonical_name": "ERNIE 4.5 300B A47B", "source_name": "ERNIE 4.5 300B A47B", "provider": "Baidu", "creator": "Baidu", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "ernie-4-5-300b-a47b", "source_model_url": "https://artificialanalysis.ai/models/ernie-4-5-300b-a47b", "source_rank": 183, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 31, "aa_omniscience_index": -36, "aa_context_window_tokens": 131000, "aa_gdpval": null, "aa_terminalbench_hard": 6, "aa_terminalbench_v21": null, "aa_tau2": 0, "aa_tau3_banking": null, "aa_lcr": 2, "aa_omniscience_accuracy": 19, "aa_non_hallucination_rate": 33, "aa_hle": 4, "aa_gpqa": 81, "aa_scicode": 31, "aa_ifbench": 39, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.28, "aa_output_cost_usd_per_1m": 1.1, "aa_blended_cost_usd_per_1m": 0.608, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": 99.39, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 42.9, "llmdex_efficiency_score": 39.44, "llmdex_performance_rank": 183, "llmdex_value_rank": 151, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "baidu/ernie-5-0-thinking-preview:thinking-preview", "family_id": "baidu/ernie-5-0-thinking-preview", "variant_id": "baidu/ernie-5-0-thinking-preview:thinking-preview", "canonical_name": "ERNIE 5.0 Thinking Preview", "source_name": "ERNIE 5.0 Thinking Preview", "provider": "Baidu", "creator": "Baidu", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "ernie-5-0-thinking-preview", "source_model_url": "https://artificialanalysis.ai/models/ernie-5-0-thinking-preview", "source_rank": 106, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 22, "aa_official_coding_index": 38, "aa_omniscience_index": -44, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 25, "aa_terminalbench_v21": null, "aa_tau2": 84, "aa_tau3_banking": null, "aa_lcr": 7, "aa_omniscience_accuracy": 22, "aa_non_hallucination_rate": 15, "aa_hle": 13, "aa_gpqa": 78, "aa_scicode": 38, "aa_ifbench": 41, "aa_critpt": 1, "aa_mmmu_pro": 65, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 22, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 46.9, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 22, "llmdex_efficiency_score": null, "llmdex_performance_rank": 106, "llmdex_value_rank": 192, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "bytedance-seed/doubao-seed-code:default", "family_id": "bytedance-seed/doubao-seed-code", "variant_id": "bytedance-seed/doubao-seed-code:default", "canonical_name": "Doubao Seed Code", "source_name": "Doubao Seed Code", "provider": "ByteDance Seed", "creator": "ByteDance Seed", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "doubao-seed-code", "source_model_url": "https://artificialanalysis.ai/models/doubao-seed-code", "source_rank": 93, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 26, "aa_official_coding_index": 41, "aa_omniscience_index": -34, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 27, "aa_terminalbench_v21": null, "aa_tau2": 58, "aa_tau3_banking": null, "aa_lcr": 65, "aa_omniscience_accuracy": 25, "aa_non_hallucination_rate": 21, "aa_hle": 13, "aa_gpqa": 76, "aa_scicode": 41, "aa_ifbench": 51, "aa_critpt": 0, "aa_mmmu_pro": 68, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 26, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 46.9, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 26, "llmdex_efficiency_score": null, "llmdex_performance_rank": 93, "llmdex_value_rank": 190, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "china-mobile/jt-35b-flash:default", "family_id": "china-mobile/jt-35b-flash", "variant_id": "china-mobile/jt-35b-flash:default", "canonical_name": "JT-35B-Flash", "source_name": "JT-35B-Flash", "provider": "China Mobile", "creator": "China Mobile", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "jt-35b-flash", "source_model_url": "https://artificialanalysis.ai/models/jt-35b-flash", "source_rank": 85, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 28, "aa_official_coding_index": 29, "aa_omniscience_index": -23, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 29, "aa_terminalbench_v21": null, "aa_tau2": 99, "aa_tau3_banking": null, "aa_lcr": 55, "aa_omniscience_accuracy": 25, "aa_non_hallucination_rate": 37, "aa_hle": 6, "aa_gpqa": 83, "aa_scicode": 29, "aa_ifbench": 42, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 28, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 28, "llmdex_efficiency_score": null, "llmdex_performance_rank": 85, "llmdex_value_rank": 188, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "china-mobile/jt-4-1-flash-236b-a21b:default", "family_id": "china-mobile/jt-4-1-flash-236b-a21b", "variant_id": "china-mobile/jt-4-1-flash-236b-a21b:default", "canonical_name": "JT-4.1 Flash 236B A21B", "source_name": "JT-4.1 Flash 236B A21B", "provider": "China Mobile", "creator": "China Mobile", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "jt-4-1-flash-236b-a21b", "source_model_url": "https://artificialanalysis.ai/models/jt-4-1-flash-236b-a21b", "source_rank": 48, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 39, "aa_official_coding_index": 49, "aa_omniscience_index": -10, "aa_context_window_tokens": 256000, "aa_gdpval": 38, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 60, "aa_tau2": null, "aa_tau3_banking": 28, "aa_lcr": 59, "aa_omniscience_accuracy": 23, "aa_non_hallucination_rate": 57, "aa_hle": 16, "aa_gpqa": 85, "aa_scicode": 38, "aa_ifbench": null, "aa_critpt": 0, "aa_mmmu_pro": 64, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 39, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 46.9, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 39, "llmdex_efficiency_score": null, "llmdex_performance_rank": 48, "llmdex_value_rank": 175, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "china-mobile/jt-mini:default", "family_id": "china-mobile/jt-mini", "variant_id": "china-mobile/jt-mini:default", "canonical_name": "JT-MINI", "source_name": "JT-MINI", "provider": "China Mobile", "creator": "China Mobile", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "jt-mini", "source_model_url": "https://artificialanalysis.ai/models/jt-mini", "source_rank": 125, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 19, "aa_official_coding_index": 27, "aa_omniscience_index": -65, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 18, "aa_terminalbench_v21": null, "aa_tau2": 93, "aa_tau3_banking": null, "aa_lcr": 12, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 9, "aa_hle": 7, "aa_gpqa": 68, "aa_scicode": 27, "aa_ifbench": 37, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 19, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 19, "llmdex_efficiency_score": null, "llmdex_performance_rank": 125, "llmdex_value_rank": 196, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "cohere/command-a:default:command-a", "family_id": "cohere/command-a", "variant_id": "cohere/command-a:default", "canonical_name": "Command A+", "source_name": "Command A+", "provider": "Cohere", "creator": "Cohere", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "command-a", "source_model_url": "https://artificialanalysis.ai/models/command-a-plus", "source_rank": 104, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 23, "aa_official_coding_index": 30.5, "aa_omniscience_index": -4, "aa_context_window_tokens": 192000, "aa_gdpval": 11, "aa_terminalbench_hard": 25, "aa_terminalbench_v21": 23, "aa_tau2": 81, "aa_tau3_banking": 6, "aa_lcr": 46, "aa_omniscience_accuracy": 9, "aa_non_hallucination_rate": 86, "aa_hle": 11, "aa_gpqa": 76, "aa_scicode": 38, "aa_ifbench": 74, "aa_critpt": 0, "aa_mmmu_pro": 63, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 196, "aa_speed_p5_tokens_per_second": 158, "aa_speed_p25_tokens_per_second": 186, "aa_speed_p75_tokens_per_second": 206, "aa_speed_p95_tokens_per_second": 223, "aa_latency_seconds": 0.42, "aa_latency_first_token_seconds": 10.6, "aa_latency_p5_seconds": 0.36, "aa_latency_p25_seconds": 0.38, "aa_latency_p75_seconds": 0.55, "aa_latency_p95_seconds": 1.61, "aa_total_response_time_seconds": 13.14, "aa_reasoning_time_seconds": 10.18, "llmdex_adjusted_performance": 23, "llmdex_cost_index": 100, "llmdex_speed_index": 67.5, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 55, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 104, "llmdex_value_rank": 66, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "cohere/north-mini-code:default", "family_id": "cohere/north-mini-code", "variant_id": "cohere/north-mini-code:default", "canonical_name": "North Mini Code", "source_name": "North Mini Code", "provider": "Cohere", "creator": "Cohere", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "north-mini-code", "source_model_url": "https://artificialanalysis.ai/models/north-mini-code", "source_rank": 119, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 20, "aa_official_coding_index": 37, "aa_omniscience_index": -49, "aa_context_window_tokens": 256000, "aa_gdpval": 2, "aa_terminalbench_hard": 31, "aa_terminalbench_v21": 36, "aa_tau2": 37, "aa_tau3_banking": 6, "aa_lcr": 32, "aa_omniscience_accuracy": 19, "aa_non_hallucination_rate": 17, "aa_hle": 10, "aa_gpqa": 76, "aa_scicode": 38, "aa_ifbench": 58, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 67, "aa_speed_p5_tokens_per_second": 30, "aa_speed_p25_tokens_per_second": 42, "aa_speed_p75_tokens_per_second": 100, "aa_speed_p95_tokens_per_second": 151, "aa_latency_seconds": 0.58, "aa_latency_first_token_seconds": 30.47, "aa_latency_p5_seconds": 0.29, "aa_latency_p25_seconds": 0.35, "aa_latency_p75_seconds": 1.04, "aa_latency_p95_seconds": 2.05, "aa_total_response_time_seconds": 37.94, "aa_reasoning_time_seconds": 29.89, "llmdex_adjusted_performance": 20, "llmdex_cost_index": 100, "llmdex_speed_index": 53.8, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 50.76, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 119, "llmdex_value_rank": 99, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "cohere/tiny-aya-global:default", "family_id": "cohere/tiny-aya-global", "variant_id": "cohere/tiny-aya-global:default", "canonical_name": "Tiny Aya Global", "source_name": "Tiny Aya Global", "provider": "Cohere", "creator": "Cohere", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "tiny-aya-global", "source_model_url": "https://artificialanalysis.ai/models/tiny-aya-global", "source_rank": 253, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 1, "aa_official_coding_index": 4, "aa_omniscience_index": -85, "aa_context_window_tokens": 8189, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 0, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 6, "aa_non_hallucination_rate": 4, "aa_hle": 5, "aa_gpqa": 31, "aa_scicode": 4, "aa_ifbench": 20, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 1, "llmdex_cost_index": 100, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 38.12, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 253, "llmdex_value_rank": 179, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "deep-cogito/cogito-v2-1:reasoning", "family_id": "deep-cogito/cogito-v2-1", "variant_id": "deep-cogito/cogito-v2-1:reasoning", "canonical_name": "Cogito v2.1 (reasoning)", "source_name": "Cogito v2.1 (reasoning)", "provider": "Deep Cogito", "creator": "Deep Cogito", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "cogito-v2-1-reasoning", "source_model_url": "https://artificialanalysis.ai/models/cogito-v2-1-reasoning", "source_rank": 263, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": null, "aa_official_coding_index": 41, "aa_omniscience_index": -25, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 17, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": 22, "aa_omniscience_accuracy": 30, "aa_non_hallucination_rate": 21, "aa_hle": 11, "aa_gpqa": 77, "aa_scicode": 41, "aa_ifbench": 46, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.25, "aa_output_cost_usd_per_1m": 1.25, "aa_blended_cost_usd_per_1m": 1.25, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": null, "llmdex_cost_index": 98.75, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": null, "llmdex_efficiency_score": null, "llmdex_performance_rank": null, "llmdex_value_rank": null, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "deepseek/deepseek-v4-flash:high", "family_id": "deepseek/deepseek-v4-flash", "variant_id": "deepseek/deepseek-v4-flash:high", "canonical_name": "DeepSeek V4 Flash (high)", "source_name": "DeepSeek V4 Flash (high)", "provider": "DeepSeek", "creator": "DeepSeek", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "deepseek-v4-flash-high", "source_model_url": "https://artificialanalysis.ai/models/deepseek-v4-flash-high", "source_rank": 52, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 37, "aa_official_coding_index": 49.5, "aa_omniscience_index": -22, "aa_context_window_tokens": 1000000, "aa_gdpval": 32, "aa_terminalbench_hard": 39, "aa_terminalbench_v21": 57, "aa_tau2": 96, "aa_tau3_banking": 20, "aa_lcr": 63, "aa_omniscience_accuracy": 36, "aa_non_hallucination_rate": 10, "aa_hle": 28, "aa_gpqa": 87, "aa_scicode": 42, "aa_ifbench": 73, "aa_critpt": 3, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.14, "aa_output_cost_usd_per_1m": 0.28, "aa_blended_cost_usd_per_1m": 0.196, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 37, "llmdex_cost_index": 99.8, "llmdex_speed_index": null, "llmdex_coverage_score": 59.4, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 60.55, "llmdex_efficiency_score": 88.61, "llmdex_performance_rank": 52, "llmdex_value_rank": 13, "llmdex_efficiency_rank": 5, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "deepseek/deepseek-v4-flash:max", "family_id": "deepseek/deepseek-v4-flash", "variant_id": "deepseek/deepseek-v4-flash:max", "canonical_name": "DeepSeek V4 Flash (max)", "source_name": "DeepSeek V4 Flash (max)", "provider": "DeepSeek", "creator": "DeepSeek", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "deepseek-v4-flash-max", "source_model_url": "https://artificialanalysis.ai/models/deepseek-v4-flash", "source_rank": 45, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 40, "aa_official_coding_index": 53.5, "aa_omniscience_index": -23, "aa_context_window_tokens": 1000000, "aa_gdpval": 34, "aa_terminalbench_hard": 36, "aa_terminalbench_v21": 62, "aa_tau2": 95, "aa_tau3_banking": 23, "aa_lcr": 63, "aa_omniscience_accuracy": 37, "aa_non_hallucination_rate": 4, "aa_hle": 32, "aa_gpqa": 89, "aa_scicode": 45, "aa_ifbench": 79, "aa_critpt": 7, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": 32, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.14, "aa_output_cost_usd_per_1m": 0.28, "aa_blended_cost_usd_per_1m": 0.196, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 121, "aa_speed_p5_tokens_per_second": 75, "aa_speed_p25_tokens_per_second": 90, "aa_speed_p75_tokens_per_second": 134, "aa_speed_p95_tokens_per_second": 145, "aa_latency_seconds": 1.16, "aa_latency_first_token_seconds": 47.38, "aa_latency_p5_seconds": 1, "aa_latency_p25_seconds": 1.07, "aa_latency_p75_seconds": 1.4, "aa_latency_p95_seconds": 2.51, "aa_total_response_time_seconds": 51.49, "aa_reasoning_time_seconds": 46.22, "llmdex_adjusted_performance": 40, "llmdex_cost_index": 99.8, "llmdex_speed_index": 56.3, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 61.2, "llmdex_efficiency_score": 90, "llmdex_performance_rank": 45, "llmdex_value_rank": 8, "llmdex_efficiency_rank": 3, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "deepseek/deepseek-v4-flash:non-reasoning", "family_id": "deepseek/deepseek-v4-flash", "variant_id": "deepseek/deepseek-v4-flash:non-reasoning", "canonical_name": "DeepSeek V4 Flash (non-reasoning)", "source_name": "DeepSeek V4 Flash (non-reasoning)", "provider": "DeepSeek", "creator": "DeepSeek", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "deepseek-v4-flash-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/deepseek-v4-flash-non-reasoning", "source_rank": 84, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 29, "aa_official_coding_index": 37, "aa_omniscience_index": -44, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 34, "aa_terminalbench_v21": null, "aa_tau2": 94, "aa_tau3_banking": null, "aa_lcr": 33, "aa_omniscience_accuracy": 26, "aa_non_hallucination_rate": 5, "aa_hle": 7, "aa_gpqa": 72, "aa_scicode": 37, "aa_ifbench": 47, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.14, "aa_output_cost_usd_per_1m": 0.28, "aa_blended_cost_usd_per_1m": 0.196, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 116, "aa_speed_p5_tokens_per_second": 75, "aa_speed_p25_tokens_per_second": 90, "aa_speed_p75_tokens_per_second": 143, "aa_speed_p95_tokens_per_second": 158, "aa_latency_seconds": 1.22, "aa_latency_first_token_seconds": 1.22, "aa_latency_p5_seconds": 1.05, "aa_latency_p25_seconds": 1.13, "aa_latency_p75_seconds": 1.33, "aa_latency_p95_seconds": 1.63, "aa_total_response_time_seconds": 5.53, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 29, "llmdex_cost_index": 99.8, "llmdex_speed_index": 55.5, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 55.54, "llmdex_efficiency_score": 87.22, "llmdex_performance_rank": 84, "llmdex_value_rank": 60, "llmdex_efficiency_rank": 7, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "deepseek/deepseek-v4-pro:high", "family_id": "deepseek/deepseek-v4-pro", "variant_id": "deepseek/deepseek-v4-pro:high", "canonical_name": "DeepSeek V4 Pro (high)", "source_name": "DeepSeek V4 Pro (high)", "provider": "DeepSeek", "creator": "DeepSeek", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "deepseek-v4-pro-high", "source_model_url": "https://artificialanalysis.ai/models/deepseek-v4-pro-high", "source_rank": 34, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 43, "aa_official_coding_index": 55.5, "aa_omniscience_index": -10, "aa_context_window_tokens": 1000000, "aa_gdpval": 40, "aa_terminalbench_hard": 42, "aa_terminalbench_v21": 65, "aa_tau2": 94, "aa_tau3_banking": 24, "aa_lcr": 65, "aa_omniscience_accuracy": 42, "aa_non_hallucination_rate": 11, "aa_hle": 34, "aa_gpqa": 91, "aa_scicode": 46, "aa_ifbench": 71, "aa_critpt": 10, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.43, "aa_output_cost_usd_per_1m": 0.87, "aa_blended_cost_usd_per_1m": 0.606, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 65, "aa_speed_p5_tokens_per_second": 42, "aa_speed_p25_tokens_per_second": 56, "aa_speed_p75_tokens_per_second": 80, "aa_speed_p95_tokens_per_second": 94, "aa_latency_seconds": 1.57, "aa_latency_first_token_seconds": 32.33, "aa_latency_p5_seconds": 1.14, "aa_latency_p25_seconds": 1.43, "aa_latency_p75_seconds": 1.74, "aa_latency_p95_seconds": 1.94, "aa_total_response_time_seconds": 40.06, "aa_reasoning_time_seconds": 30.77, "llmdex_adjusted_performance": 43, "llmdex_cost_index": 99.39, "llmdex_speed_index": 48.65, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 61.05, "llmdex_efficiency_score": 76.11, "llmdex_performance_rank": 34, "llmdex_value_rank": 11, "llmdex_efficiency_rank": 12, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "deepseek/deepseek-v4-pro:max", "family_id": "deepseek/deepseek-v4-pro", "variant_id": "deepseek/deepseek-v4-pro:max", "canonical_name": "DeepSeek V4 Pro (max)", "source_name": "DeepSeek V4 Pro (max)", "provider": "DeepSeek", "creator": "DeepSeek", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "deepseek-v4-pro-max", "source_model_url": "https://artificialanalysis.ai/models/deepseek-v4-pro", "source_rank": 31, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 44, "aa_official_coding_index": 57, "aa_omniscience_index": -10, "aa_context_window_tokens": 1000000, "aa_gdpval": 40, "aa_terminalbench_hard": 46, "aa_terminalbench_v21": 64, "aa_tau2": 96, "aa_tau3_banking": 26, "aa_lcr": 66, "aa_omniscience_accuracy": 43, "aa_non_hallucination_rate": 6, "aa_hle": 36, "aa_gpqa": 89, "aa_scicode": 50, "aa_ifbench": 76, "aa_critpt": 13, "aa_mmmu_pro": null, "aa_apex_agents": 24, "aa_itbench": 38, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.43, "aa_output_cost_usd_per_1m": 0.87, "aa_blended_cost_usd_per_1m": 0.606, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 67, "aa_speed_p5_tokens_per_second": 46, "aa_speed_p25_tokens_per_second": 56, "aa_speed_p75_tokens_per_second": 82, "aa_speed_p95_tokens_per_second": 93, "aa_latency_seconds": 1.61, "aa_latency_first_token_seconds": 67.3, "aa_latency_p5_seconds": 0.99, "aa_latency_p25_seconds": 1.43, "aa_latency_p75_seconds": 1.83, "aa_latency_p95_seconds": 2.34, "aa_total_response_time_seconds": 74.81, "aa_reasoning_time_seconds": 65.69, "llmdex_adjusted_performance": 44, "llmdex_cost_index": 99.39, "llmdex_speed_index": 48.65, "llmdex_coverage_score": 90.6, "llmdex_confidence_factor": 1, "llmdex_composite_index": 61.55, "llmdex_efficiency_score": 77.22, "llmdex_performance_rank": 31, "llmdex_value_rank": 6, "llmdex_efficiency_rank": 11, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "deepseek/deepseek-v4-pro:non-reasoning", "family_id": "deepseek/deepseek-v4-pro", "variant_id": "deepseek/deepseek-v4-pro:non-reasoning", "canonical_name": "DeepSeek V4 Pro (non-reasoning)", "source_name": "DeepSeek V4 Pro (non-reasoning)", "provider": "DeepSeek", "creator": "DeepSeek", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "deepseek-v4-pro-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/deepseek-v4-pro-non-reasoning", "source_rank": 74, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 31, "aa_official_coding_index": 42, "aa_omniscience_index": -30, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 36, "aa_terminalbench_v21": null, "aa_tau2": 91, "aa_tau3_banking": null, "aa_lcr": 45, "aa_omniscience_accuracy": 31, "aa_non_hallucination_rate": 12, "aa_hle": 8, "aa_gpqa": 72, "aa_scicode": 42, "aa_ifbench": 46, "aa_critpt": 1, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.43, "aa_output_cost_usd_per_1m": 0.87, "aa_blended_cost_usd_per_1m": 0.606, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 70, "aa_speed_p5_tokens_per_second": 43, "aa_speed_p25_tokens_per_second": 53, "aa_speed_p75_tokens_per_second": 87, "aa_speed_p95_tokens_per_second": 102, "aa_latency_seconds": 1.46, "aa_latency_first_token_seconds": 1.46, "aa_latency_p5_seconds": 0.93, "aa_latency_p25_seconds": 1.24, "aa_latency_p75_seconds": 1.58, "aa_latency_p95_seconds": 1.68, "aa_total_response_time_seconds": 8.57, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 31, "llmdex_cost_index": 99.39, "llmdex_speed_index": 49.7, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 55.26, "llmdex_efficiency_score": 68.33, "llmdex_performance_rank": 74, "llmdex_value_rank": 63, "llmdex_efficiency_rank": 19, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/diffusiongemma-26b-a4b:default", "family_id": "google/diffusiongemma-26b-a4b", "variant_id": "google/diffusiongemma-26b-a4b:default", "canonical_name": "DiffusionGemma 26B A4B", "source_name": "DiffusionGemma 26B A4B", "provider": "Google", "creator": "Google", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "diffusiongemma-26b-a4b", "source_model_url": "https://artificialanalysis.ai/models/diffusiongemma-26b-a4b", "source_rank": 157, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 13, "aa_official_coding_index": 23, "aa_omniscience_index": -59, "aa_context_window_tokens": 256000, "aa_gdpval": 3, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 12, "aa_tau2": null, "aa_tau3_banking": 7, "aa_lcr": 14, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 9, "aa_hle": 10, "aa_gpqa": 67, "aa_scicode": 34, "aa_ifbench": 59, "aa_critpt": 0, "aa_mmmu_pro": 67, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 13, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 13, "llmdex_efficiency_score": null, "llmdex_performance_rank": 157, "llmdex_value_rank": 208, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemini-2-5-pro:default", "family_id": "google/gemini-2-5-pro", "variant_id": "google/gemini-2-5-pro:default", "canonical_name": "Gemini 2.5 Pro", "source_name": "Gemini 2.5 Pro", "provider": "Google", "creator": "Google", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gemini-2-5-pro", "source_model_url": "https://artificialanalysis.ai/models/gemini-2-5-pro", "source_rank": 94, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 26, "aa_official_coding_index": 35.5, "aa_omniscience_index": -14, "aa_context_window_tokens": 1000000, "aa_gdpval": 9, "aa_terminalbench_hard": 27, "aa_terminalbench_v21": 28, "aa_tau2": 54, "aa_tau3_banking": 9, "aa_lcr": 66, "aa_omniscience_accuracy": 39, "aa_non_hallucination_rate": 13, "aa_hle": 21, "aa_gpqa": 84, "aa_scicode": 43, "aa_ifbench": 49, "aa_critpt": 3, "aa_mmmu_pro": 75, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.25, "aa_output_cost_usd_per_1m": 10, "aa_blended_cost_usd_per_1m": 4.75, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 128, "aa_speed_p5_tokens_per_second": 104, "aa_speed_p25_tokens_per_second": 120, "aa_speed_p75_tokens_per_second": 152, "aa_speed_p95_tokens_per_second": 162, "aa_latency_seconds": 23.37, "aa_latency_first_token_seconds": 23.37, "aa_latency_p5_seconds": 13.95, "aa_latency_p25_seconds": 19.43, "aa_latency_p75_seconds": 27.59, "aa_latency_p95_seconds": 33.61, "aa_total_response_time_seconds": 27.28, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 26, "llmdex_cost_index": 95.25, "llmdex_speed_index": 12.8, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 44.14, "llmdex_efficiency_score": 16.67, "llmdex_performance_rank": 94, "llmdex_value_rank": 143, "llmdex_efficiency_rank": 70, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemini-3-1-flash-lite:default", "family_id": "google/gemini-3-1-flash-lite", "variant_id": "google/gemini-3-1-flash-lite:default", "canonical_name": "Gemini 3.1 Flash-Lite", "source_name": "Gemini 3.1 Flash-Lite", "provider": "Google", "creator": "Google", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gemini-3-1-flash-lite", "source_model_url": "https://artificialanalysis.ai/models/gemini-3-1-flash-lite-preview", "source_rank": 97, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 25, "aa_official_coding_index": 36.5, "aa_omniscience_index": -16, "aa_context_window_tokens": 1000000, "aa_gdpval": 7, "aa_terminalbench_hard": 24, "aa_terminalbench_v21": 31, "aa_tau2": 31, "aa_tau3_banking": 9, "aa_lcr": 65, "aa_omniscience_accuracy": 36, "aa_non_hallucination_rate": 18, "aa_hle": 16, "aa_gpqa": 82, "aa_scicode": 42, "aa_ifbench": 77, "aa_critpt": 1, "aa_mmmu_pro": 76, "aa_apex_agents": 12, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.25, "aa_output_cost_usd_per_1m": 1.5, "aa_blended_cost_usd_per_1m": 0.75, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 293, "aa_speed_p5_tokens_per_second": 211, "aa_speed_p25_tokens_per_second": 243, "aa_speed_p75_tokens_per_second": 364, "aa_speed_p95_tokens_per_second": 374, "aa_latency_seconds": 6.12, "aa_latency_first_token_seconds": 6.12, "aa_latency_p5_seconds": 4.81, "aa_latency_p25_seconds": 5.29, "aa_latency_p75_seconds": 7.32, "aa_latency_p95_seconds": 8.31, "aa_total_response_time_seconds": 7.83, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 25, "llmdex_cost_index": 99.25, "llmdex_speed_index": 48.7, "llmdex_coverage_score": 90.6, "llmdex_confidence_factor": 1, "llmdex_composite_index": 52.02, "llmdex_efficiency_score": 62.22, "llmdex_performance_rank": 97, "llmdex_value_rank": 91, "llmdex_efficiency_rank": 23, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemini-3-1-pro-preview:preview", "family_id": "google/gemini-3-1-pro-preview", "variant_id": "google/gemini-3-1-pro-preview:preview", "canonical_name": "Gemini 3.1 Pro Preview", "source_name": "Gemini 3.1 Pro Preview", "provider": "Google", "creator": "Google", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gemini-3-1-pro-preview", "source_model_url": "https://artificialanalysis.ai/models/gemini-3-1-pro-preview", "source_rank": 25, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 46, "aa_official_coding_index": 66.5, "aa_omniscience_index": 33, "aa_context_window_tokens": 1000000, "aa_gdpval": 23, "aa_terminalbench_hard": 54, "aa_terminalbench_v21": 74, "aa_tau2": 96, "aa_tau3_banking": 16, "aa_lcr": 73, "aa_omniscience_accuracy": 55, "aa_non_hallucination_rate": 50, "aa_hle": 45, "aa_gpqa": 94, "aa_scicode": 59, "aa_ifbench": 77, "aa_critpt": 18, "aa_mmmu_pro": 82, "aa_apex_agents": 32, "aa_itbench": 30, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2, "aa_output_cost_usd_per_1m": 12, "aa_blended_cost_usd_per_1m": 6, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 124, "aa_speed_p5_tokens_per_second": 101, "aa_speed_p25_tokens_per_second": 108, "aa_speed_p75_tokens_per_second": 146, "aa_speed_p95_tokens_per_second": 158, "aa_latency_seconds": 35.43, "aa_latency_first_token_seconds": 35.43, "aa_latency_p5_seconds": 13.82, "aa_latency_p25_seconds": 21.75, "aa_latency_p75_seconds": 46.01, "aa_latency_p95_seconds": 96.14, "aa_total_response_time_seconds": 39.48, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 46, "llmdex_cost_index": 94, "llmdex_speed_index": 12.4, "llmdex_coverage_score": 93.8, "llmdex_confidence_factor": 1, "llmdex_composite_index": 53.68, "llmdex_efficiency_score": 23.33, "llmdex_performance_rank": 25, "llmdex_value_rank": 75, "llmdex_efficiency_rank": 62, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemini-3-5-flash-lite:default", "family_id": "google/gemini-3-5-flash-lite", "variant_id": "google/gemini-3-5-flash-lite:default", "canonical_name": "Gemini 3.5 Flash-Lite", "source_name": "Gemini 3.5 Flash-Lite", "provider": "Google", "creator": "Google", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gemini-3-5-flash-lite", "source_model_url": "https://artificialanalysis.ai/models/gemini-3-5-flash-lite", "source_rank": 55, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 36, "aa_official_coding_index": 47.5, "aa_omniscience_index": 7, "aa_context_window_tokens": 1000000, "aa_gdpval": 32, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 54, "aa_tau2": null, "aa_tau3_banking": 16, "aa_lcr": 62, "aa_omniscience_accuracy": 30, "aa_non_hallucination_rate": 66, "aa_hle": 18, "aa_gpqa": 84, "aa_scicode": 41, "aa_ifbench": null, "aa_critpt": 0, "aa_mmmu_pro": 79, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.3, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 399, "aa_speed_p5_tokens_per_second": 259, "aa_speed_p25_tokens_per_second": 341, "aa_speed_p75_tokens_per_second": 464, "aa_speed_p95_tokens_per_second": 501, "aa_latency_seconds": 9.4, "aa_latency_first_token_seconds": 9.4, "aa_latency_p5_seconds": 4.27, "aa_latency_p25_seconds": 6.45, "aa_latency_p75_seconds": 12.45, "aa_latency_p95_seconds": 42.95, "aa_total_response_time_seconds": 10.65, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 36, "llmdex_cost_index": 98.82, "llmdex_speed_index": 42.9, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.23, "llmdex_efficiency_score": 61.11, "llmdex_performance_rank": 55, "llmdex_value_rank": 51, "llmdex_efficiency_rank": 25, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemini-3-5-flash:default:gemini-3-5-flash", "family_id": "google/gemini-3-5-flash", "variant_id": "google/gemini-3-5-flash:default", "canonical_name": "Gemini 3.5 Flash", "source_name": "Gemini 3.5 Flash", "provider": "Google", "creator": "Google", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gemini-3-5-flash", "source_model_url": "https://artificialanalysis.ai/models/gemini-3-5-flash", "source_rank": 20, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 50, "aa_official_coding_index": 66, "aa_omniscience_index": 23, "aa_context_window_tokens": 1000000, "aa_gdpval": 42, "aa_terminalbench_hard": 41, "aa_terminalbench_v21": 79, "aa_tau2": 95, "aa_tau3_banking": 25, "aa_lcr": 69, "aa_omniscience_accuracy": 52, "aa_non_hallucination_rate": 39, "aa_hle": 41, "aa_gpqa": 92, "aa_scicode": 53, "aa_ifbench": 76, "aa_critpt": 13, "aa_mmmu_pro": 84, "aa_apex_agents": 47, "aa_itbench": 40, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.5, "aa_output_cost_usd_per_1m": 9, "aa_blended_cost_usd_per_1m": 4.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 185, "aa_speed_p5_tokens_per_second": 120, "aa_speed_p25_tokens_per_second": 154, "aa_speed_p75_tokens_per_second": 209, "aa_speed_p95_tokens_per_second": 288, "aa_latency_seconds": 22.21, "aa_latency_first_token_seconds": 22.21, "aa_latency_p5_seconds": 11.41, "aa_latency_p25_seconds": 15.41, "aa_latency_p75_seconds": 83.43, "aa_latency_p95_seconds": 158.13, "aa_total_response_time_seconds": 24.91, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 50, "llmdex_cost_index": 95.5, "llmdex_speed_index": 18.5, "llmdex_coverage_score": 93.8, "llmdex_confidence_factor": 1, "llmdex_composite_index": 57.35, "llmdex_efficiency_score": 32.22, "llmdex_performance_rank": 20, "llmdex_value_rank": 34, "llmdex_efficiency_rank": 53, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemini-3-5-flash:default:gemini-3-5-flash-minimal", "family_id": "google/gemini-3-5-flash", "variant_id": "google/gemini-3-5-flash:default", "canonical_name": "Gemini 3.5 Flash (minimal)", "source_name": "Gemini 3.5 Flash (minimal)", "provider": "Google", "creator": "Google", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gemini-3-5-flash-minimal", "source_model_url": "https://artificialanalysis.ai/models/gemini-3-5-flash-minimal", "source_rank": 60, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 35, "aa_official_coding_index": 49, "aa_omniscience_index": 1, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 46, "aa_terminalbench_v21": null, "aa_tau2": 59, "aa_tau3_banking": null, "aa_lcr": 53, "aa_omniscience_accuracy": 43, "aa_non_hallucination_rate": 27, "aa_hle": 23, "aa_gpqa": 83, "aa_scicode": 49, "aa_ifbench": 47, "aa_critpt": 1, "aa_mmmu_pro": 80, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.5, "aa_output_cost_usd_per_1m": 9, "aa_blended_cost_usd_per_1m": 4.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 166, "aa_speed_p5_tokens_per_second": 118, "aa_speed_p25_tokens_per_second": 138, "aa_speed_p75_tokens_per_second": 187, "aa_speed_p95_tokens_per_second": 203, "aa_latency_seconds": 1.01, "aa_latency_first_token_seconds": 1.01, "aa_latency_p5_seconds": 0.71, "aa_latency_p25_seconds": 0.92, "aa_latency_p75_seconds": 1.08, "aa_latency_p95_seconds": 1.18, "aa_total_response_time_seconds": 4.02, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 35, "llmdex_cost_index": 95.5, "llmdex_speed_index": 61.55, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 58.46, "llmdex_efficiency_score": 24.44, "llmdex_performance_rank": 60, "llmdex_value_rank": 24, "llmdex_efficiency_rank": 60, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemini-3-5-flash:medium", "family_id": "google/gemini-3-5-flash", "variant_id": "google/gemini-3-5-flash:medium", "canonical_name": "Gemini 3.5 Flash (medium)", "source_name": "Gemini 3.5 Flash (medium)", "provider": "Google", "creator": "Google", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gemini-3-5-flash-medium", "source_model_url": "https://artificialanalysis.ai/models/gemini-3-5-flash-medium", "source_rank": 29, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 45, "aa_official_coding_index": 53, "aa_omniscience_index": 22, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 39, "aa_terminalbench_v21": null, "aa_tau2": 96, "aa_tau3_banking": null, "aa_lcr": 71, "aa_omniscience_accuracy": 51, "aa_non_hallucination_rate": 40, "aa_hle": 40, "aa_gpqa": 92, "aa_scicode": 53, "aa_ifbench": 75, "aa_critpt": 11, "aa_mmmu_pro": 84, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.5, "aa_output_cost_usd_per_1m": 9, "aa_blended_cost_usd_per_1m": 4.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 191, "aa_speed_p5_tokens_per_second": 121, "aa_speed_p25_tokens_per_second": 151, "aa_speed_p75_tokens_per_second": 216, "aa_speed_p95_tokens_per_second": 253, "aa_latency_seconds": 18.77, "aa_latency_first_token_seconds": 18.77, "aa_latency_p5_seconds": 11.88, "aa_latency_p25_seconds": 14.49, "aa_latency_p75_seconds": 42.17, "aa_latency_p95_seconds": 126.28, "aa_total_response_time_seconds": 21.39, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 45, "llmdex_cost_index": 95.5, "llmdex_speed_index": 19.1, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 54.97, "llmdex_efficiency_score": 29.44, "llmdex_performance_rank": 29, "llmdex_value_rank": 67, "llmdex_efficiency_rank": 57, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemini-3-6-flash:default", "family_id": "google/gemini-3-6-flash", "variant_id": "google/gemini-3-6-flash:default", "canonical_name": "Gemini 3.6 Flash", "source_name": "Gemini 3.6 Flash", "provider": "Google", "creator": "Google", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gemini-3-6-flash", "source_model_url": "https://artificialanalysis.ai/models/gemini-3-6-flash", "source_rank": 21, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 50, "aa_official_coding_index": 65.5, "aa_omniscience_index": 24, "aa_context_window_tokens": 1000000, "aa_gdpval": 46, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 78, "aa_tau2": null, "aa_tau3_banking": 25, "aa_lcr": 70, "aa_omniscience_accuracy": 50, "aa_non_hallucination_rate": 46, "aa_hle": 38, "aa_gpqa": 93, "aa_scicode": 53, "aa_ifbench": null, "aa_critpt": 11, "aa_mmmu_pro": 83, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.5, "aa_output_cost_usd_per_1m": 7.5, "aa_blended_cost_usd_per_1m": 3.9, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 231, "aa_speed_p5_tokens_per_second": 160, "aa_speed_p25_tokens_per_second": 187, "aa_speed_p75_tokens_per_second": 263, "aa_speed_p95_tokens_per_second": 317, "aa_latency_seconds": 18.59, "aa_latency_first_token_seconds": 18.59, "aa_latency_p5_seconds": 9.69, "aa_latency_p25_seconds": 13.62, "aa_latency_p75_seconds": 26.86, "aa_latency_p95_seconds": 76.77, "aa_total_response_time_seconds": 20.75, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 50, "llmdex_cost_index": 96.1, "llmdex_speed_index": 23.1, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 58.45, "llmdex_efficiency_score": 35, "llmdex_performance_rank": 21, "llmdex_value_rank": 25, "llmdex_efficiency_rank": 50, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemini-3-deep-think:default", "family_id": "google/gemini-3-deep-think", "variant_id": "google/gemini-3-deep-think:default", "canonical_name": "Gemini 3 Deep Think", "source_name": "Gemini 3 Deep Think", "provider": "Google", "creator": "Google", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gemini-3-deep-think", "source_model_url": "https://artificialanalysis.ai/models/gemini-3-deep-think", "source_rank": 259, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": null, "aa_official_coding_index": null, "aa_omniscience_index": null, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": null, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": null, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": null, "aa_gpqa": null, "aa_scicode": null, "aa_ifbench": null, "aa_critpt": 26, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": null, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 6.2, "llmdex_confidence_factor": 0.25, "llmdex_composite_index": null, "llmdex_efficiency_score": null, "llmdex_performance_rank": null, "llmdex_value_rank": null, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 1 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemma-3-270m:default", "family_id": "google/gemma-3-270m", "variant_id": "google/gemma-3-270m:default", "canonical_name": "Gemma 3 270M", "source_name": "Gemma 3 270M", "provider": "Google", "creator": "Google", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "gemma-3-270m", "source_model_url": "https://artificialanalysis.ai/models/gemma-3-270m", "source_rank": 244, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 2, "aa_official_coding_index": 0, "aa_omniscience_index": -31, "aa_context_window_tokens": 32000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 9, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 1, "aa_non_hallucination_rate": 68, "aa_hle": 4, "aa_gpqa": 22, "aa_scicode": 0, "aa_ifbench": 12, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 2, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 2, "llmdex_efficiency_score": null, "llmdex_performance_rank": 244, "llmdex_value_rank": 249, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemma-4-12b:default", "family_id": "google/gemma-4-12b", "variant_id": "google/gemma-4-12b:default", "canonical_name": "Gemma 4 12B", "source_name": "Gemma 4 12B", "provider": "Google", "creator": "Google", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "gemma-4-12b", "source_model_url": "https://artificialanalysis.ai/models/gemma-4-12b", "source_rank": 107, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 22, "aa_official_coding_index": 32.5, "aa_omniscience_index": -52, "aa_context_window_tokens": 256000, "aa_gdpval": 8, "aa_terminalbench_hard": 18, "aa_terminalbench_v21": 27, "aa_tau2": 36, "aa_tau3_banking": 9, "aa_lcr": 55, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 19, "aa_hle": 15, "aa_gpqa": 75, "aa_scicode": 38, "aa_ifbench": 74, "aa_critpt": 0, "aa_mmmu_pro": 70, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.1, "aa_output_cost_usd_per_1m": 0.3, "aa_blended_cost_usd_per_1m": 0.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 110, "aa_speed_p5_tokens_per_second": 96, "aa_speed_p25_tokens_per_second": 103, "aa_speed_p75_tokens_per_second": 117, "aa_speed_p95_tokens_per_second": 127, "aa_latency_seconds": 2.39, "aa_latency_first_token_seconds": 20.52, "aa_latency_p5_seconds": 1.75, "aa_latency_p25_seconds": 2.28, "aa_latency_p75_seconds": 2.49, "aa_latency_p95_seconds": 2.65, "aa_total_response_time_seconds": 25.05, "aa_reasoning_time_seconds": 18.13, "llmdex_adjusted_performance": 22, "llmdex_cost_index": 99.82, "llmdex_speed_index": 49.05, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 50.76, "llmdex_efficiency_score": 83.33, "llmdex_performance_rank": 107, "llmdex_value_rank": 98, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemma-4-12b:non-reasoning", "family_id": "google/gemma-4-12b", "variant_id": "google/gemma-4-12b:non-reasoning", "canonical_name": "Gemma 4 12B (Non-reasoning)", "source_name": "Gemma 4 12B (Non-reasoning)", "provider": "Google", "creator": "Google", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "gemma-4-12b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/gemma-4-12b-non-reasoning", "source_rank": 158, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 13, "aa_official_coding_index": 30, "aa_omniscience_index": -53, "aa_context_window_tokens": 262000, "aa_gdpval": null, "aa_terminalbench_hard": 11, "aa_terminalbench_v21": null, "aa_tau2": 32, "aa_tau3_banking": null, "aa_lcr": 31, "aa_omniscience_accuracy": 12, "aa_non_hallucination_rate": 27, "aa_hle": 6, "aa_gpqa": 66, "aa_scicode": 30, "aa_ifbench": 45, "aa_critpt": 0, "aa_mmmu_pro": 62, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.1, "aa_output_cost_usd_per_1m": 0.3, "aa_blended_cost_usd_per_1m": 0.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 108, "aa_speed_p5_tokens_per_second": 89, "aa_speed_p25_tokens_per_second": 98, "aa_speed_p75_tokens_per_second": 115, "aa_speed_p95_tokens_per_second": 125, "aa_latency_seconds": 2.35, "aa_latency_first_token_seconds": 2.35, "aa_latency_p5_seconds": 2.18, "aa_latency_p25_seconds": 2.26, "aa_latency_p75_seconds": 2.49, "aa_latency_p95_seconds": 2.76, "aa_total_response_time_seconds": 6.98, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 13, "llmdex_cost_index": 99.82, "llmdex_speed_index": 49.05, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 46.26, "llmdex_efficiency_score": 76.67, "llmdex_performance_rank": 158, "llmdex_value_rank": 129, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemma-4-26b-a4b:default", "family_id": "google/gemma-4-26b-a4b", "variant_id": "google/gemma-4-26b-a4b:default", "canonical_name": "Gemma 4 26B A4B", "source_name": "Gemma 4 26B A4B", "provider": "Google", "creator": "Google", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "gemma-4-26b-a4b", "source_model_url": "https://artificialanalysis.ai/models/gemma-4-26b-a4b", "source_rank": 95, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 26, "aa_official_coding_index": 39.5, "aa_omniscience_index": -48, "aa_context_window_tokens": 256000, "aa_gdpval": 14, "aa_terminalbench_hard": 14, "aa_terminalbench_v21": 39, "aa_tau2": 44, "aa_tau3_banking": 12, "aa_lcr": 56, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 19, "aa_hle": 18, "aa_gpqa": 79, "aa_scicode": 40, "aa_ifbench": 72, "aa_critpt": 0, "aa_mmmu_pro": 69, "aa_apex_agents": null, "aa_itbench": 24, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.13, "aa_output_cost_usd_per_1m": 0.4, "aa_blended_cost_usd_per_1m": 0.238, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 26, "llmdex_cost_index": 99.76, "llmdex_speed_index": null, "llmdex_coverage_score": 65.6, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 53.66, "llmdex_efficiency_score": 81.67, "llmdex_performance_rank": 95, "llmdex_value_rank": 76, "llmdex_efficiency_rank": 10, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemma-4-26b-a4b:non-reasoning", "family_id": "google/gemma-4-26b-a4b", "variant_id": "google/gemma-4-26b-a4b:non-reasoning", "canonical_name": "Gemma 4 26B A4B (non-reasoning)", "source_name": "Gemma 4 26B A4B (non-reasoning)", "provider": "Google", "creator": "Google", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "gemma-4-26b-a4b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/gemma-4-26b-a4b-non-reasoning", "source_rank": 117, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 20, "aa_official_coding_index": 37, "aa_omniscience_index": -62, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 25, "aa_terminalbench_v21": null, "aa_tau2": 40, "aa_tau3_banking": null, "aa_lcr": 40, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 8, "aa_hle": 11, "aa_gpqa": 71, "aa_scicode": 37, "aa_ifbench": 45, "aa_critpt": 0, "aa_mmmu_pro": 67, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.13, "aa_output_cost_usd_per_1m": 0.4, "aa_blended_cost_usd_per_1m": 0.238, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 64, "aa_speed_p5_tokens_per_second": 16, "aa_speed_p25_tokens_per_second": 29, "aa_speed_p75_tokens_per_second": 133, "aa_speed_p95_tokens_per_second": 224, "aa_latency_seconds": 1.17, "aa_latency_first_token_seconds": 1.17, "aa_latency_p5_seconds": 0.58, "aa_latency_p25_seconds": 0.93, "aa_latency_p75_seconds": 2.22, "aa_latency_p95_seconds": 9.43, "aa_total_response_time_seconds": 9.02, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 20, "llmdex_cost_index": 99.76, "llmdex_speed_index": 50.55, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 50.04, "llmdex_efficiency_score": 78.89, "llmdex_performance_rank": 117, "llmdex_value_rank": 104, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemma-4-31b:default", "family_id": "google/gemma-4-31b", "variant_id": "google/gemma-4-31b:default", "canonical_name": "Gemma 4 31B", "source_name": "Gemma 4 31B", "provider": "Google", "creator": "Google", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "gemma-4-31b", "source_model_url": "https://artificialanalysis.ai/models/gemma-4-31b", "source_rank": 82, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 29, "aa_official_coding_index": 43, "aa_omniscience_index": -45, "aa_context_window_tokens": 256000, "aa_gdpval": 16, "aa_terminalbench_hard": 36, "aa_terminalbench_v21": 43, "aa_tau2": 60, "aa_tau3_banking": 15, "aa_lcr": 62, "aa_omniscience_accuracy": 20, "aa_non_hallucination_rate": 18, "aa_hle": 23, "aa_gpqa": 86, "aa_scicode": 43, "aa_ifbench": 76, "aa_critpt": 1, "aa_mmmu_pro": 73, "aa_apex_agents": null, "aa_itbench": 37, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 35, "aa_speed_p5_tokens_per_second": 30, "aa_speed_p25_tokens_per_second": 34, "aa_speed_p75_tokens_per_second": 36, "aa_speed_p95_tokens_per_second": 36, "aa_latency_seconds": 1.03, "aa_latency_first_token_seconds": 50.16, "aa_latency_p5_seconds": 0.95, "aa_latency_p25_seconds": 0.99, "aa_latency_p75_seconds": 1.1, "aa_latency_p95_seconds": 1.27, "aa_total_response_time_seconds": 64.3, "aa_reasoning_time_seconds": 49.13, "llmdex_adjusted_performance": 29, "llmdex_cost_index": 100, "llmdex_speed_index": 48.35, "llmdex_coverage_score": 90.6, "llmdex_confidence_factor": 1, "llmdex_composite_index": 54.17, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 82, "llmdex_value_rank": 73, "llmdex_efficiency_rank": 1, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemma-4-31b:non-reasoning", "family_id": "google/gemma-4-31b", "variant_id": "google/gemma-4-31b:non-reasoning", "canonical_name": "Gemma 4 31B (non-reasoning)", "source_name": "Gemma 4 31B (non-reasoning)", "provider": "Google", "creator": "Google", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "gemma-4-31b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/gemma-4-31b-non-reasoning", "source_rank": 108, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 22, "aa_official_coding_index": 35, "aa_omniscience_index": -51, "aa_context_window_tokens": 256000, "aa_gdpval": 13, "aa_terminalbench_hard": 30, "aa_terminalbench_v21": 29, "aa_tau2": 65, "aa_tau3_banking": 8, "aa_lcr": 36, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 18, "aa_hle": 11, "aa_gpqa": 76, "aa_scicode": 41, "aa_ifbench": 53, "aa_critpt": 0, "aa_mmmu_pro": 70, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.14, "aa_output_cost_usd_per_1m": 0.4, "aa_blended_cost_usd_per_1m": 0.244, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 66, "aa_speed_p5_tokens_per_second": 5, "aa_speed_p25_tokens_per_second": 28, "aa_speed_p75_tokens_per_second": 192, "aa_speed_p95_tokens_per_second": 2005, "aa_latency_seconds": 2.22, "aa_latency_first_token_seconds": 2.22, "aa_latency_p5_seconds": 0.59, "aa_latency_p25_seconds": 1.17, "aa_latency_p75_seconds": 2.97, "aa_latency_p95_seconds": 9.8, "aa_total_response_time_seconds": 9.8, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 22, "llmdex_cost_index": 99.76, "llmdex_speed_index": 45.5, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 50.03, "llmdex_efficiency_score": 79.44, "llmdex_performance_rank": 108, "llmdex_value_rank": 105, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemma-4-e2b:default", "family_id": "google/gemma-4-e2b", "variant_id": "google/gemma-4-e2b:default", "canonical_name": "Gemma 4 E2B", "source_name": "Gemma 4 E2B", "provider": "Google", "creator": "Google", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "gemma-4-e2b", "source_model_url": "https://artificialanalysis.ai/models/gemma-4-e2b", "source_rank": 179, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 10.5, "aa_omniscience_index": -24, "aa_context_window_tokens": 128000, "aa_gdpval": 0, "aa_terminalbench_hard": 3, "aa_terminalbench_v21": 0, "aa_tau2": 21, "aa_tau3_banking": 5, "aa_lcr": 15, "aa_omniscience_accuracy": 7, "aa_non_hallucination_rate": 67, "aa_hle": 5, "aa_gpqa": 41, "aa_scicode": 21, "aa_ifbench": 36, "aa_critpt": 0, "aa_mmmu_pro": 45, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 56.2, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 9, "llmdex_efficiency_score": null, "llmdex_performance_rank": 179, "llmdex_value_rank": 217, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemma-4-e2b:non-reasoning", "family_id": "google/gemma-4-e2b", "variant_id": "google/gemma-4-e2b:non-reasoning", "canonical_name": "Gemma 4 E2B (non-reasoning)", "source_name": "Gemma 4 E2B (non-reasoning)", "provider": "Google", "creator": "Google", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "gemma-4-e2b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/gemma-4-e2b-non-reasoning", "source_rank": 211, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 6, "aa_official_coding_index": 20, "aa_omniscience_index": -61, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 22, "aa_tau3_banking": null, "aa_lcr": 15, "aa_omniscience_accuracy": 8, "aa_non_hallucination_rate": 25, "aa_hle": 4, "aa_gpqa": 41, "aa_scicode": 20, "aa_ifbench": 34, "aa_critpt": 0, "aa_mmmu_pro": 42, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 6, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 46.9, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 6, "llmdex_efficiency_score": null, "llmdex_performance_rank": 211, "llmdex_value_rank": 227, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemma-4-e4b:default", "family_id": "google/gemma-4-e4b", "variant_id": "google/gemma-4-e4b:default", "canonical_name": "Gemma 4 E4B", "source_name": "Gemma 4 E4B", "provider": "Google", "creator": "Google", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "gemma-4-e4b", "source_model_url": "https://artificialanalysis.ai/models/gemma-4-e4b", "source_rank": 167, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 12, "aa_official_coding_index": 13, "aa_omniscience_index": -20, "aa_context_window_tokens": 128000, "aa_gdpval": 0, "aa_terminalbench_hard": 8, "aa_terminalbench_v21": 2, "aa_tau2": 21, "aa_tau3_banking": 5, "aa_lcr": 31, "aa_omniscience_accuracy": 9, "aa_non_hallucination_rate": 69, "aa_hle": 4, "aa_gpqa": 52, "aa_scicode": 24, "aa_ifbench": 41, "aa_critpt": 1, "aa_mmmu_pro": 51, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.02, "aa_output_cost_usd_per_1m": 0.1, "aa_blended_cost_usd_per_1m": 0.052, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 91, "aa_speed_p5_tokens_per_second": 81, "aa_speed_p25_tokens_per_second": 88, "aa_speed_p75_tokens_per_second": 94, "aa_speed_p95_tokens_per_second": 96, "aa_latency_seconds": 0.8, "aa_latency_first_token_seconds": 22.71, "aa_latency_p5_seconds": 0.7, "aa_latency_p25_seconds": 0.75, "aa_latency_p75_seconds": 0.97, "aa_latency_p95_seconds": 1.28, "aa_total_response_time_seconds": 28.18, "aa_reasoning_time_seconds": 21.9, "llmdex_adjusted_performance": 12, "llmdex_cost_index": 99.95, "llmdex_speed_index": 55.1, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 47.01, "llmdex_efficiency_score": 91.67, "llmdex_performance_rank": 167, "llmdex_value_rank": 127, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "google/gemma-4-e4b:non-reasoning", "family_id": "google/gemma-4-e4b", "variant_id": "google/gemma-4-e4b:non-reasoning", "canonical_name": "Gemma 4 E4B (non-reasoning)", "source_name": "Gemma 4 E4B (non-reasoning)", "provider": "Google", "creator": "Google", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "gemma-4-e4b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/gemma-4-e4b-non-reasoning", "source_rank": 188, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 4, "aa_omniscience_index": -42, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 8, "aa_terminalbench_v21": null, "aa_tau2": 26, "aa_tau3_banking": null, "aa_lcr": 18, "aa_omniscience_accuracy": 8, "aa_non_hallucination_rate": 46, "aa_hle": 5, "aa_gpqa": 55, "aa_scicode": 4, "aa_ifbench": 41, "aa_critpt": 0, "aa_mmmu_pro": 51, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.02, "aa_output_cost_usd_per_1m": 0.1, "aa_blended_cost_usd_per_1m": 0.052, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 94, "aa_speed_p5_tokens_per_second": 78, "aa_speed_p25_tokens_per_second": 89, "aa_speed_p75_tokens_per_second": 97, "aa_speed_p95_tokens_per_second": 102, "aa_latency_seconds": 0.79, "aa_latency_first_token_seconds": 0.79, "aa_latency_p5_seconds": 0.68, "aa_latency_p25_seconds": 0.72, "aa_latency_p75_seconds": 1.04, "aa_latency_p95_seconds": 1.39, "aa_total_response_time_seconds": 6.13, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": 99.95, "llmdex_speed_index": 55.45, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 45.58, "llmdex_efficiency_score": 87.78, "llmdex_performance_rank": 188, "llmdex_value_rank": 135, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ibm/granite-4-0-1b:default", "family_id": "ibm/granite-4-0-1b", "variant_id": "ibm/granite-4-0-1b:default", "canonical_name": "Granite 4.0 1B", "source_name": "Granite 4.0 1B", "provider": "IBM", "creator": "IBM", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "granite-4-0-1b", "source_model_url": "https://artificialanalysis.ai/models/granite-4-0-nano-1b", "source_rank": 248, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 2, "aa_official_coding_index": 9, "aa_omniscience_index": -82, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 23, "aa_tau3_banking": null, "aa_lcr": 4, "aa_omniscience_accuracy": 6, "aa_non_hallucination_rate": 6, "aa_hle": 5, "aa_gpqa": 28, "aa_scicode": 9, "aa_ifbench": 21, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 2, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 2, "llmdex_efficiency_score": null, "llmdex_performance_rank": 248, "llmdex_value_rank": 250, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ibm/granite-4-0-350m:default", "family_id": "ibm/granite-4-0-350m", "variant_id": "ibm/granite-4-0-350m:default", "canonical_name": "Granite 4.0 350M", "source_name": "Granite 4.0 350M", "provider": "IBM", "creator": "IBM", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "granite-4-0-350m", "source_model_url": "https://artificialanalysis.ai/models/granite-4-0-350m", "source_rank": 252, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 1, "aa_official_coding_index": 1, "aa_omniscience_index": -72, "aa_context_window_tokens": 32800, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 13, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 3, "aa_non_hallucination_rate": 22, "aa_hle": 6, "aa_gpqa": 24, "aa_scicode": 1, "aa_ifbench": 15, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 1, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 1, "llmdex_efficiency_score": null, "llmdex_performance_rank": 252, "llmdex_value_rank": 254, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ibm/granite-4-0-h-1b:default", "family_id": "ibm/granite-4-0-h-1b", "variant_id": "ibm/granite-4-0-h-1b:default", "canonical_name": "Granite 4.0 H 1B", "source_name": "Granite 4.0 H 1B", "provider": "IBM", "creator": "IBM", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "granite-4-0-h-1b", "source_model_url": "https://artificialanalysis.ai/models/granite-4-0-h-nano-1b", "source_rank": 243, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 3, "aa_official_coding_index": 8, "aa_omniscience_index": -74, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 20, "aa_tau3_banking": null, "aa_lcr": 6, "aa_omniscience_accuracy": 5, "aa_non_hallucination_rate": 17, "aa_hle": 5, "aa_gpqa": 25, "aa_scicode": 8, "aa_ifbench": 25, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 3, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 3, "llmdex_efficiency_score": null, "llmdex_performance_rank": 243, "llmdex_value_rank": 242, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ibm/granite-4-0-h-350m:default", "family_id": "ibm/granite-4-0-h-350m", "variant_id": "ibm/granite-4-0-h-350m:default", "canonical_name": "Granite 4.0 H 350M", "source_name": "Granite 4.0 H 350M", "provider": "IBM", "creator": "IBM", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "granite-4-0-h-350m", "source_model_url": "https://artificialanalysis.ai/models/granite-4-0-h-350m", "source_rank": 255, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 1, "aa_official_coding_index": 2, "aa_omniscience_index": -87, "aa_context_window_tokens": 32800, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 15, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 4, "aa_non_hallucination_rate": 6, "aa_hle": 6, "aa_gpqa": 29, "aa_scicode": 2, "aa_ifbench": 17, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 1, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 1, "llmdex_efficiency_score": null, "llmdex_performance_rank": 255, "llmdex_value_rank": 255, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ibm/granite-4-0-h-small:default", "family_id": "ibm/granite-4-0-h-small", "variant_id": "ibm/granite-4-0-h-small:default", "canonical_name": "Granite 4.0 H Small", "source_name": "Granite 4.0 H Small", "provider": "IBM", "creator": "IBM", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "granite-4-0-h-small", "source_model_url": "https://artificialanalysis.ai/models/granite-4-0-h-small", "source_rank": 220, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 5, "aa_official_coding_index": 21, "aa_omniscience_index": -61, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 17, "aa_tau3_banking": null, "aa_lcr": 9, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 12, "aa_hle": 4, "aa_gpqa": 42, "aa_scicode": 21, "aa_ifbench": 31, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.06, "aa_output_cost_usd_per_1m": 0.25, "aa_blended_cost_usd_per_1m": 0.136, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 407, "aa_speed_p5_tokens_per_second": 25, "aa_speed_p25_tokens_per_second": 267, "aa_speed_p75_tokens_per_second": 473, "aa_speed_p95_tokens_per_second": 814, "aa_latency_seconds": 10.22, "aa_latency_first_token_seconds": 10.22, "aa_latency_p5_seconds": 10.11, "aa_latency_p25_seconds": 10.2, "aa_latency_p75_seconds": 10.57, "aa_latency_p95_seconds": 11.98, "aa_total_response_time_seconds": 11.45, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 5, "llmdex_cost_index": 99.86, "llmdex_speed_index": 40.7, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 40.6, "llmdex_efficiency_score": 63.89, "llmdex_performance_rank": 220, "llmdex_value_rank": 168, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ibm/granite-4-0-micro:default", "family_id": "ibm/granite-4-0-micro", "variant_id": "ibm/granite-4-0-micro:default", "canonical_name": "Granite 4.0 Micro", "source_name": "Granite 4.0 Micro", "provider": "IBM", "creator": "IBM", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "granite-4-0-micro", "source_model_url": "https://artificialanalysis.ai/models/granite-4-0-micro", "source_rank": 246, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 2, "aa_official_coding_index": 12, "aa_omniscience_index": -78, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 13, "aa_tau3_banking": null, "aa_lcr": 4, "aa_omniscience_accuracy": 9, "aa_non_hallucination_rate": 4, "aa_hle": 5, "aa_gpqa": 30, "aa_scicode": 12, "aa_ifbench": 22, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 2, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 2, "llmdex_efficiency_score": null, "llmdex_performance_rank": 246, "llmdex_value_rank": 251, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ibm/granite-4-1-30b:default", "family_id": "ibm/granite-4-1-30b", "variant_id": "ibm/granite-4-1-30b:default", "canonical_name": "Granite 4.1 30B", "source_name": "Granite 4.1 30B", "provider": "IBM", "creator": "IBM", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "granite-4-1-30b", "source_model_url": "https://artificialanalysis.ai/models/granite-4-1-30b", "source_rank": 189, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 14.5, "aa_omniscience_index": -68, "aa_context_window_tokens": 131000, "aa_gdpval": 0, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": 3, "aa_tau2": 42, "aa_tau3_banking": 4, "aa_lcr": 19, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 5, "aa_hle": 4, "aa_gpqa": 48, "aa_scicode": 26, "aa_ifbench": 44, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 9, "llmdex_efficiency_score": null, "llmdex_performance_rank": 189, "llmdex_value_rank": 218, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ibm/granite-4-1-3b:default", "family_id": "ibm/granite-4-1-3b", "variant_id": "ibm/granite-4-1-3b:default", "canonical_name": "Granite 4.1 3B", "source_name": "Granite 4.1 3B", "provider": "IBM", "creator": "IBM", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "granite-4-1-3b", "source_model_url": "https://artificialanalysis.ai/models/granite-4-1-3b", "source_rank": 225, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 5, "aa_official_coding_index": 6.5, "aa_omniscience_index": -77, "aa_context_window_tokens": 131000, "aa_gdpval": 0, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": 1, "aa_tau2": 20, "aa_tau3_banking": 1, "aa_lcr": 3, "aa_omniscience_accuracy": 9, "aa_non_hallucination_rate": 5, "aa_hle": 3, "aa_gpqa": 31, "aa_scicode": 12, "aa_ifbench": 34, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 5, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 5, "llmdex_efficiency_score": null, "llmdex_performance_rank": 225, "llmdex_value_rank": 233, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "ibm/granite-4-1-8b:default", "family_id": "ibm/granite-4-1-8b", "variant_id": "ibm/granite-4-1-8b:default", "canonical_name": "Granite 4.1 8B", "source_name": "Granite 4.1 8B", "provider": "IBM", "creator": "IBM", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "granite-4-1-8b", "source_model_url": "https://artificialanalysis.ai/models/granite-4-1-8b", "source_rank": 207, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 7, "aa_official_coding_index": 12.5, "aa_omniscience_index": -65, "aa_context_window_tokens": 131000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": 3, "aa_tau2": 28, "aa_tau3_banking": 3, "aa_lcr": 12, "aa_omniscience_accuracy": 12, "aa_non_hallucination_rate": 13, "aa_hle": 4, "aa_gpqa": 43, "aa_scicode": 22, "aa_ifbench": 39, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.05, "aa_output_cost_usd_per_1m": 0.1, "aa_blended_cost_usd_per_1m": 0.07, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 112, "aa_speed_p5_tokens_per_second": 69, "aa_speed_p25_tokens_per_second": 95, "aa_speed_p75_tokens_per_second": 123, "aa_speed_p95_tokens_per_second": 124, "aa_latency_seconds": 0.8, "aa_latency_first_token_seconds": 0.8, "aa_latency_p5_seconds": 0.75, "aa_latency_p25_seconds": 0.77, "aa_latency_p75_seconds": 0.83, "aa_latency_p95_seconds": 1.61, "aa_total_response_time_seconds": 5.28, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 7, "llmdex_cost_index": 99.93, "llmdex_speed_index": 57.2, "llmdex_coverage_score": 81.2, "llmdex_confidence_factor": 1, "llmdex_composite_index": 44.92, "llmdex_efficiency_score": 80.56, "llmdex_performance_rank": 207, "llmdex_value_rank": 139, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "inception/mercury-2:default", "family_id": "inception/mercury-2", "variant_id": "inception/mercury-2:default", "canonical_name": "Mercury 2", "source_name": "Mercury 2", "provider": "Inception", "creator": "Inception", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "mercury-2", "source_model_url": "https://artificialanalysis.ai/models/mercury-2", "source_rank": 111, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 21, "aa_official_coding_index": 33, "aa_omniscience_index": -52, "aa_context_window_tokens": 128000, "aa_gdpval": 10, "aa_terminalbench_hard": 27, "aa_terminalbench_v21": 27, "aa_tau2": 71, "aa_tau3_banking": 10, "aa_lcr": 36, "aa_omniscience_accuracy": 20, "aa_non_hallucination_rate": 8, "aa_hle": 16, "aa_gpqa": 77, "aa_scicode": 39, "aa_ifbench": 70, "aa_critpt": 1, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.25, "aa_output_cost_usd_per_1m": 0.75, "aa_blended_cost_usd_per_1m": 0.45, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 902, "aa_speed_p5_tokens_per_second": 643, "aa_speed_p25_tokens_per_second": 727, "aa_speed_p75_tokens_per_second": 1366, "aa_speed_p95_tokens_per_second": 1523, "aa_latency_seconds": 4.29, "aa_latency_first_token_seconds": 4.29, "aa_latency_p5_seconds": 1.71, "aa_latency_p25_seconds": 2.8, "aa_latency_p75_seconds": 7.45, "aa_latency_p95_seconds": 18.36, "aa_total_response_time_seconds": 4.84, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 21, "llmdex_cost_index": 99.55, "llmdex_speed_index": 78.55, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.07, "llmdex_efficiency_score": 67.22, "llmdex_performance_rank": 111, "llmdex_value_rank": 55, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "inclusionai/ling-2-6-1t:default", "family_id": "inclusionai/ling-2-6-1t", "variant_id": "inclusionai/ling-2-6-1t:default", "canonical_name": "Ling-2.6-1T", "source_name": "Ling-2.6-1T", "provider": "InclusionAI", "creator": "InclusionAI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "ling-2-6-1t", "source_model_url": "https://artificialanalysis.ai/models/ling-2-6-1t", "source_rank": 91, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 26, "aa_official_coding_index": 37, "aa_omniscience_index": -51, "aa_context_window_tokens": 262000, "aa_gdpval": null, "aa_terminalbench_hard": 31, "aa_terminalbench_v21": null, "aa_tau2": 90, "aa_tau3_banking": null, "aa_lcr": 35, "aa_omniscience_accuracy": 21, "aa_non_hallucination_rate": 8, "aa_hle": 8, "aa_gpqa": 75, "aa_scicode": 37, "aa_ifbench": 57, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.3, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 26, "llmdex_cost_index": 98.82, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 53.31, "llmdex_efficiency_score": 53.89, "llmdex_performance_rank": 91, "llmdex_value_rank": 80, "llmdex_efficiency_rank": 29, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "inclusionai/ling-2-6-flash:default", "family_id": "inclusionai/ling-2-6-flash", "variant_id": "inclusionai/ling-2-6-flash:default", "canonical_name": "Ling 2.6 Flash", "source_name": "Ling 2.6 Flash", "provider": "InclusionAI", "creator": "InclusionAI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "ling-2-6-flash", "source_model_url": "https://artificialanalysis.ai/models/ling-2-6-flash", "source_rank": 154, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 14, "aa_official_coding_index": 25.5, "aa_omniscience_index": -66, "aa_context_window_tokens": 262000, "aa_gdpval": 3, "aa_terminalbench_hard": 21, "aa_terminalbench_v21": 24, "aa_tau2": 86, "aa_tau3_banking": 3, "aa_lcr": 25, "aa_omniscience_accuracy": 15, "aa_non_hallucination_rate": 4, "aa_hle": 6, "aa_gpqa": 59, "aa_scicode": 27, "aa_ifbench": 57, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.1, "aa_output_cost_usd_per_1m": 0.3, "aa_blended_cost_usd_per_1m": 0.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 168, "aa_speed_p5_tokens_per_second": 90, "aa_speed_p25_tokens_per_second": 142, "aa_speed_p75_tokens_per_second": 185, "aa_speed_p95_tokens_per_second": 211, "aa_latency_seconds": 1.16, "aa_latency_first_token_seconds": 1.16, "aa_latency_p5_seconds": 1.06, "aa_latency_p25_seconds": 1.12, "aa_latency_p75_seconds": 1.22, "aa_latency_p95_seconds": 2.57, "aa_total_response_time_seconds": 4.13, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 14, "llmdex_cost_index": 99.82, "llmdex_speed_index": 61, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 49.15, "llmdex_efficiency_score": 78.33, "llmdex_performance_rank": 154, "llmdex_value_rank": 111, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "inclusionai/ling-mini-2-0:default", "family_id": "inclusionai/ling-mini-2-0", "variant_id": "inclusionai/ling-mini-2-0:default", "canonical_name": "Ling-mini-2.0", "source_name": "Ling-mini-2.0", "provider": "InclusionAI", "creator": "InclusionAI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "ling-mini-2-0", "source_model_url": "https://artificialanalysis.ai/models/ling-mini-2-0", "source_rank": 233, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 4, "aa_official_coding_index": 14, "aa_omniscience_index": -79, "aa_context_window_tokens": 131000, "aa_gdpval": null, "aa_terminalbench_hard": 1, "aa_terminalbench_v21": null, "aa_tau2": 13, "aa_tau3_banking": null, "aa_lcr": 7, "aa_omniscience_accuracy": 9, "aa_non_hallucination_rate": 4, "aa_hle": 5, "aa_gpqa": 56, "aa_scicode": 14, "aa_ifbench": 24, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 4, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 4, "llmdex_efficiency_score": null, "llmdex_performance_rank": 233, "llmdex_value_rank": 236, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "inclusionai/ring-2-6-1t:default", "family_id": "inclusionai/ring-2-6-1t", "variant_id": "inclusionai/ring-2-6-1t:default", "canonical_name": "Ring-2.6-1T", "source_name": "Ring-2.6-1T", "provider": "InclusionAI", "creator": "InclusionAI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "ring-2-6-1t", "source_model_url": "https://artificialanalysis.ai/models/ring-2-6-1t", "source_rank": 76, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 31, "aa_official_coding_index": 42.5, "aa_omniscience_index": -38, "aa_context_window_tokens": 262000, "aa_gdpval": 21, "aa_terminalbench_hard": 29, "aa_terminalbench_v21": 43, "aa_tau2": 92, "aa_tau3_banking": 14, "aa_lcr": 64, "aa_omniscience_accuracy": 25, "aa_non_hallucination_rate": 16, "aa_hle": 18, "aa_gpqa": 86, "aa_scicode": 42, "aa_ifbench": 45, "aa_critpt": 4, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.3, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 121, "aa_speed_p5_tokens_per_second": 86, "aa_speed_p25_tokens_per_second": 114, "aa_speed_p75_tokens_per_second": 137, "aa_speed_p95_tokens_per_second": 143, "aa_latency_seconds": 3.31, "aa_latency_first_token_seconds": 19.88, "aa_latency_p5_seconds": 2.88, "aa_latency_p25_seconds": 2.99, "aa_latency_p75_seconds": 3.72, "aa_latency_p95_seconds": 6.51, "aa_total_response_time_seconds": 24.02, "aa_reasoning_time_seconds": 16.57, "llmdex_adjusted_performance": 31, "llmdex_cost_index": 98.82, "llmdex_speed_index": 45.55, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 54.26, "llmdex_efficiency_score": 57.22, "llmdex_performance_rank": 76, "llmdex_value_rank": 71, "llmdex_efficiency_rank": 27, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "inclusionai/ring-flash-2-0:default", "family_id": "inclusionai/ring-flash-2-0", "variant_id": "inclusionai/ring-flash-2-0:default", "canonical_name": "Ring-flash-2.0", "source_name": "Ring-flash-2.0", "provider": "InclusionAI", "creator": "InclusionAI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "ring-flash-2-0", "source_model_url": "https://artificialanalysis.ai/models/ring-flash-2-0", "source_rank": 198, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 8, "aa_official_coding_index": 17, "aa_omniscience_index": -59, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 8, "aa_terminalbench_v21": null, "aa_tau2": 0, "aa_tau3_banking": null, "aa_lcr": 21, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 10, "aa_hle": 9, "aa_gpqa": 73, "aa_scicode": 17, "aa_ifbench": 43, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.14, "aa_output_cost_usd_per_1m": 0.57, "aa_blended_cost_usd_per_1m": 0.312, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 8, "llmdex_cost_index": 99.69, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 42.38, "llmdex_efficiency_score": 56.11, "llmdex_performance_rank": 198, "llmdex_value_rank": 154, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "kimi/kimi-k2-6:non-reasoning", "family_id": "kimi/kimi-k2-6", "variant_id": "kimi/kimi-k2-6:non-reasoning", "canonical_name": "Kimi K2.6 (non-reasoning)", "source_name": "Kimi K2.6 (non-reasoning)", "provider": "Kimi", "creator": "Kimi", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "kimi-k2-6-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/kimi-k2-6-non-reasoning", "source_rank": 61, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 35, "aa_official_coding_index": 39, "aa_omniscience_index": -10, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 38, "aa_terminalbench_v21": null, "aa_tau2": 94, "aa_tau3_banking": null, "aa_lcr": 58, "aa_omniscience_accuracy": 23, "aa_non_hallucination_rate": 57, "aa_hle": 18, "aa_gpqa": 79, "aa_scicode": 39, "aa_ifbench": 44, "aa_critpt": 1, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.95, "aa_output_cost_usd_per_1m": 4, "aa_blended_cost_usd_per_1m": 2.17, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 36, "aa_speed_p5_tokens_per_second": 26, "aa_speed_p25_tokens_per_second": 31, "aa_speed_p75_tokens_per_second": 45, "aa_speed_p95_tokens_per_second": 62, "aa_latency_seconds": 2.98, "aa_latency_first_token_seconds": 2.98, "aa_latency_p5_seconds": 2.04, "aa_latency_p25_seconds": 2.18, "aa_latency_p75_seconds": 3.29, "aa_latency_p95_seconds": 4.84, "aa_total_response_time_seconds": 16.88, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 35, "llmdex_cost_index": 97.83, "llmdex_speed_index": 38.7, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 54.59, "llmdex_efficiency_score": 42.78, "llmdex_performance_rank": 61, "llmdex_value_rank": 69, "llmdex_efficiency_rank": 43, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "kimi/kimi-k2-7-code:default", "family_id": "kimi/kimi-k2-7-code", "variant_id": "kimi/kimi-k2-7-code:default", "canonical_name": "Kimi K2.7 Code", "source_name": "Kimi K2.7 Code", "provider": "Kimi", "creator": "Kimi", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "kimi-k2-7-code", "source_model_url": "https://artificialanalysis.ai/models/kimi-k2-7-code", "source_rank": 38, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 42, "aa_official_coding_index": 57, "aa_omniscience_index": -11, "aa_context_window_tokens": 256000, "aa_gdpval": 34, "aa_terminalbench_hard": 45, "aa_terminalbench_v21": 67, "aa_tau2": 90, "aa_tau3_banking": 18, "aa_lcr": 66, "aa_omniscience_accuracy": 39, "aa_non_hallucination_rate": 20, "aa_hle": 33, "aa_gpqa": 90, "aa_scicode": 47, "aa_ifbench": 63, "aa_critpt": 10, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.95, "aa_output_cost_usd_per_1m": 4, "aa_blended_cost_usd_per_1m": 2.17, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 51, "aa_speed_p5_tokens_per_second": 37, "aa_speed_p25_tokens_per_second": 43, "aa_speed_p75_tokens_per_second": 54, "aa_speed_p95_tokens_per_second": 95, "aa_latency_seconds": 2.82, "aa_latency_first_token_seconds": 46.3, "aa_latency_p5_seconds": 1.55, "aa_latency_p25_seconds": 2.66, "aa_latency_p75_seconds": 3.03, "aa_latency_p95_seconds": 3.39, "aa_total_response_time_seconds": 56.06, "aa_reasoning_time_seconds": 43.48, "llmdex_adjusted_performance": 42, "llmdex_cost_index": 97.83, "llmdex_speed_index": 41, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 58.55, "llmdex_efficiency_score": 48.89, "llmdex_performance_rank": 38, "llmdex_value_rank": 22, "llmdex_efficiency_rank": 36, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "kimi/kimi-k3:default", "family_id": "kimi/kimi-k3", "variant_id": "kimi/kimi-k3:default", "canonical_name": "Kimi K3", "source_name": "Kimi K3", "provider": "Kimi", "creator": "Kimi", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "kimi-k3", "source_model_url": "https://artificialanalysis.ai/models/kimi-k3", "source_rank": 7, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 57, "aa_official_coding_index": 72, "aa_omniscience_index": 18, "aa_context_window_tokens": 1050000, "aa_gdpval": 59, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 85, "aa_tau2": null, "aa_tau3_banking": 33, "aa_lcr": 75, "aa_omniscience_accuracy": 46, "aa_non_hallucination_rate": 49, "aa_hle": 44, "aa_gpqa": 94, "aa_scicode": 59, "aa_ifbench": null, "aa_critpt": 23, "aa_mmmu_pro": 81, "aa_apex_agents": 41, "aa_itbench": 48, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 3, "aa_output_cost_usd_per_1m": 15, "aa_blended_cost_usd_per_1m": 7.8, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 32, "aa_speed_p5_tokens_per_second": 15, "aa_speed_p25_tokens_per_second": 28, "aa_speed_p75_tokens_per_second": 36, "aa_speed_p95_tokens_per_second": 42, "aa_latency_seconds": 189.77, "aa_latency_first_token_seconds": 252.11, "aa_latency_p5_seconds": 130.21, "aa_latency_p25_seconds": 158.9, "aa_latency_p75_seconds": 268.19, "aa_latency_p95_seconds": 562.16, "aa_total_response_time_seconds": 267.7, "aa_reasoning_time_seconds": 62.34, "llmdex_adjusted_performance": 57, "llmdex_cost_index": 92.2, "llmdex_speed_index": 3.2, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.8, "llmdex_efficiency_score": 22.22, "llmdex_performance_rank": 7, "llmdex_value_rank": 42, "llmdex_efficiency_rank": 64, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "kimi/kimi-linear-48b-a3b-instruct:default", "family_id": "kimi/kimi-linear-48b-a3b-instruct", "variant_id": "kimi/kimi-linear-48b-a3b-instruct:default", "canonical_name": "Kimi Linear 48B A3B Instruct", "source_name": "Kimi Linear 48B A3B Instruct", "provider": "Kimi", "creator": "Kimi", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "kimi-linear-48b-a3b-instruct", "source_model_url": "https://artificialanalysis.ai/models/kimi-linear-48b-a3b-instruct", "source_rank": 195, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 20, "aa_omniscience_index": null, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 11, "aa_terminalbench_v21": null, "aa_tau2": 0, "aa_tau3_banking": null, "aa_lcr": 26, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": 3, "aa_gpqa": 41, "aa_scicode": 20, "aa_ifbench": 28, "aa_critpt": null, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 31.2, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 9, "llmdex_efficiency_score": null, "llmdex_performance_rank": 195, "llmdex_value_rank": 220, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "korea-telecom/mi-dm-k-2-5-pro-preview:preview", "family_id": "korea-telecom/mi-dm-k-2-5-pro-preview", "variant_id": "korea-telecom/mi-dm-k-2-5-pro-preview:preview", "canonical_name": "Mi:dm K 2.5 Pro Preview", "source_name": "Mi:dm K 2.5 Pro Preview", "provider": "Korea Telecom", "creator": "Korea Telecom", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "mi-dm-k-2-5-pro-preview", "source_model_url": "https://artificialanalysis.ai/models/midm-250-pro-rsnsft", "source_rank": 261, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": null, "aa_official_coding_index": 30, "aa_omniscience_index": -62, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 3, "aa_terminalbench_v21": null, "aa_tau2": 49, "aa_tau3_banking": null, "aa_lcr": 11, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 7, "aa_hle": 9, "aa_gpqa": 72, "aa_scicode": 30, "aa_ifbench": 46, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": null, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 40.6, "llmdex_confidence_factor": 0.25, "llmdex_composite_index": null, "llmdex_efficiency_score": null, "llmdex_performance_rank": null, "llmdex_value_rank": null, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 1 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "korea-telecom/mi-dm-k-2-5-pro:default", "family_id": "korea-telecom/mi-dm-k-2-5-pro", "variant_id": "korea-telecom/mi-dm-k-2-5-pro:default", "canonical_name": "Mi:dm K 2.5 Pro", "source_name": "Mi:dm K 2.5 Pro", "provider": "Korea Telecom", "creator": "Korea Telecom", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "mi-dm-k-2-5-pro", "source_model_url": "https://artificialanalysis.ai/models/mi-dm-k-2-5-pro-dec28", "source_rank": 139, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 16, "aa_official_coding_index": 33, "aa_omniscience_index": -57, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 87, "aa_tau3_banking": null, "aa_lcr": 9, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 11, "aa_hle": 8, "aa_gpqa": 70, "aa_scicode": 33, "aa_ifbench": 49, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 16, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 16, "llmdex_efficiency_score": null, "llmdex_performance_rank": 139, "llmdex_value_rank": 203, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "kwaikat/kat-coder-pro-v1:default", "family_id": "kwaikat/kat-coder-pro-v1", "variant_id": "kwaikat/kat-coder-pro-v1:default", "canonical_name": "KAT-Coder-Pro V1", "source_name": "KAT-Coder-Pro V1", "provider": "KwaiKAT", "creator": "KwaiKAT", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "kat-coder-pro-v1", "source_model_url": "https://artificialanalysis.ai/models/kat-coder-pro-v1", "source_rank": 86, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 28, "aa_official_coding_index": 37, "aa_omniscience_index": -37, "aa_context_window_tokens": 256000, "aa_gdpval": 20, "aa_terminalbench_hard": 9, "aa_terminalbench_v21": null, "aa_tau2": 89, "aa_tau3_banking": null, "aa_lcr": 74, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 33, "aa_hle": 33, "aa_gpqa": 76, "aa_scicode": 37, "aa_ifbench": 68, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 28, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 46.9, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 28, "llmdex_efficiency_score": null, "llmdex_performance_rank": 86, "llmdex_value_rank": 189, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "kwaikat/kat-coder-pro-v2:default", "family_id": "kwaikat/kat-coder-pro-v2", "variant_id": "kwaikat/kat-coder-pro-v2:default", "canonical_name": "KAT-Coder-Pro V2", "source_name": "KAT-Coder-Pro V2", "provider": "KwaiKAT", "creator": "KwaiKAT", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "kat-coder-pro-v2", "source_model_url": "https://artificialanalysis.ai/models/kat-coder-pro-v2", "source_rank": 65, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 34, "aa_official_coding_index": 54, "aa_omniscience_index": -22, "aa_context_window_tokens": 256000, "aa_gdpval": 20, "aa_terminalbench_hard": 49, "aa_terminalbench_v21": 70, "aa_tau2": 89, "aa_tau3_banking": 6, "aa_lcr": 66, "aa_omniscience_accuracy": 22, "aa_non_hallucination_rate": 44, "aa_hle": 16, "aa_gpqa": 85, "aa_scicode": 38, "aa_ifbench": 67, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.3, "aa_output_cost_usd_per_1m": 1.2, "aa_blended_cost_usd_per_1m": 0.66, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 100, "aa_speed_p5_tokens_per_second": 73, "aa_speed_p25_tokens_per_second": 94, "aa_speed_p75_tokens_per_second": 108, "aa_speed_p95_tokens_per_second": 120, "aa_latency_seconds": 1.62, "aa_latency_first_token_seconds": 1.62, "aa_latency_p5_seconds": 1.15, "aa_latency_p25_seconds": 1.23, "aa_latency_p75_seconds": 1.92, "aa_latency_p95_seconds": 2.65, "aa_total_response_time_seconds": 6.61, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 34, "llmdex_cost_index": 99.34, "llmdex_speed_index": 51.9, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 57.18, "llmdex_efficiency_score": 68.89, "llmdex_performance_rank": 65, "llmdex_value_rank": 37, "llmdex_efficiency_rank": 18, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "lg-ai-research/exaone-4-0-1-2b:default", "family_id": "lg-ai-research/exaone-4-0-1-2b", "variant_id": "lg-ai-research/exaone-4-0-1-2b:default", "canonical_name": "Exaone 4.0 1.2B", "source_name": "Exaone 4.0 1.2B", "provider": "LG AI Research", "creator": "LG AI Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "exaone-4-0-1-2b", "source_model_url": "https://artificialanalysis.ai/models/exaone-4-0-1-2b", "source_rank": 238, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 3, "aa_official_coding_index": 7, "aa_omniscience_index": -83, "aa_context_window_tokens": 64000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 20, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 5, "aa_non_hallucination_rate": 9, "aa_hle": 6, "aa_gpqa": 42, "aa_scicode": 7, "aa_ifbench": 25, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 3, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 3, "llmdex_efficiency_score": null, "llmdex_performance_rank": 238, "llmdex_value_rank": 240, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "lg-ai-research/exaone-4-0-1-2b:reasoning", "family_id": "lg-ai-research/exaone-4-0-1-2b", "variant_id": "lg-ai-research/exaone-4-0-1-2b:reasoning", "canonical_name": "Exaone 4.0 1.2B (reasoning)", "source_name": "Exaone 4.0 1.2B (reasoning)", "provider": "LG AI Research", "creator": "LG AI Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "exaone-4-0-1-2b-reasoning", "source_model_url": "https://artificialanalysis.ai/models/exaone-4-0-1-2b-reasoning", "source_rank": 236, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 3, "aa_official_coding_index": 9, "aa_omniscience_index": -82, "aa_context_window_tokens": 64000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 16, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 6, "aa_non_hallucination_rate": 6, "aa_hle": 6, "aa_gpqa": 52, "aa_scicode": 9, "aa_ifbench": 23, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 3, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 3, "llmdex_efficiency_score": null, "llmdex_performance_rank": 236, "llmdex_value_rank": 241, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "lg-ai-research/exaone-4-0-32b:default", "family_id": "lg-ai-research/exaone-4-0-32b", "variant_id": "lg-ai-research/exaone-4-0-32b:default", "canonical_name": "EXAONE 4.0 32B", "source_name": "EXAONE 4.0 32B", "provider": "LG AI Research", "creator": "LG AI Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "exaone-4-0-32b", "source_model_url": "https://artificialanalysis.ai/models/exaone-4-0-32b", "source_rank": 215, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 6, "aa_official_coding_index": 25, "aa_omniscience_index": -62, "aa_context_window_tokens": 131000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 4, "aa_tau3_banking": null, "aa_lcr": 8, "aa_omniscience_accuracy": 10, "aa_non_hallucination_rate": 19, "aa_hle": 5, "aa_gpqa": 63, "aa_scicode": 25, "aa_ifbench": 33, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 6, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 6, "llmdex_efficiency_score": null, "llmdex_performance_rank": 215, "llmdex_value_rank": 226, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "lg-ai-research/exaone-4-0-32b:reasoning", "family_id": "lg-ai-research/exaone-4-0-32b", "variant_id": "lg-ai-research/exaone-4-0-32b:reasoning", "canonical_name": "EXAONE 4.0 32B (reasoning)", "source_name": "EXAONE 4.0 32B (reasoning)", "provider": "LG AI Research", "creator": "LG AI Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "exaone-4-0-32b-reasoning", "source_model_url": "https://artificialanalysis.ai/models/exaone-4-0-32b-reasoning", "source_rank": 173, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 11, "aa_official_coding_index": 34, "aa_omniscience_index": -61, "aa_context_window_tokens": 131000, "aa_gdpval": null, "aa_terminalbench_hard": 4, "aa_terminalbench_v21": null, "aa_tau2": 17, "aa_tau3_banking": null, "aa_lcr": 14, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 14, "aa_hle": 11, "aa_gpqa": 74, "aa_scicode": 34, "aa_ifbench": 36, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 11, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 11, "llmdex_efficiency_score": null, "llmdex_performance_rank": 173, "llmdex_value_rank": 214, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "lg-ai-research/exaone-4-5-33b:default", "family_id": "lg-ai-research/exaone-4-5-33b", "variant_id": "lg-ai-research/exaone-4-5-33b:default", "canonical_name": "EXAONE 4.5 33B", "source_name": "EXAONE 4.5 33B", "provider": "LG AI Research", "creator": "LG AI Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "exaone-4-5-33b", "source_model_url": "https://artificialanalysis.ai/models/exaone-4-5-33b", "source_rank": 116, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 20, "aa_official_coding_index": 24.5, "aa_omniscience_index": -51, "aa_context_window_tokens": 262000, "aa_gdpval": 9, "aa_terminalbench_hard": 20, "aa_terminalbench_v21": 21, "aa_tau2": 78, "aa_tau3_banking": 11, "aa_lcr": 49, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 19, "aa_hle": 12, "aa_gpqa": 79, "aa_scicode": 28, "aa_ifbench": 58, "aa_critpt": 0, "aa_mmmu_pro": 67, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 20, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 56.2, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 20, "llmdex_efficiency_score": null, "llmdex_performance_rank": 116, "llmdex_value_rank": 194, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "lg-ai-research/exaone-4-5-33b:non-reasoning", "family_id": "lg-ai-research/exaone-4-5-33b", "variant_id": "lg-ai-research/exaone-4-5-33b:non-reasoning", "canonical_name": "EXAONE 4.5 33B (non-reasoning)", "source_name": "EXAONE 4.5 33B (non-reasoning)", "provider": "LG AI Research", "creator": "LG AI Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "exaone-4-5-33b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/exaone-4-5-33b-non-reasoning", "source_rank": 257, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": null, "aa_official_coding_index": null, "aa_omniscience_index": null, "aa_context_window_tokens": 262000, "aa_gdpval": null, "aa_terminalbench_hard": null, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": null, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": null, "aa_gpqa": null, "aa_scicode": null, "aa_ifbench": null, "aa_critpt": null, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": null, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 3.1, "llmdex_confidence_factor": 0, "llmdex_composite_index": null, "llmdex_efficiency_score": null, "llmdex_performance_rank": null, "llmdex_value_rank": null, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 0 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "lg-ai-research/k-exaone:default", "family_id": "lg-ai-research/k-exaone", "variant_id": "lg-ai-research/k-exaone:default", "canonical_name": "K-EXAONE", "source_name": "K-EXAONE", "provider": "LG AI Research", "creator": "LG AI Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "k-exaone", "source_model_url": "https://artificialanalysis.ai/models/k-exaone", "source_rank": 105, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 22, "aa_official_coding_index": 33, "aa_omniscience_index": -58, "aa_context_window_tokens": 256000, "aa_gdpval": 5, "aa_terminalbench_hard": 23, "aa_terminalbench_v21": 30, "aa_tau2": 74, "aa_tau3_banking": 14, "aa_lcr": 56, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 11, "aa_hle": 13, "aa_gpqa": 78, "aa_scicode": 36, "aa_ifbench": 65, "aa_critpt": 1, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 22, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 22, "llmdex_efficiency_score": null, "llmdex_performance_rank": 105, "llmdex_value_rank": 193, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "lg-ai-research/k-exaone:non-reasoning", "family_id": "lg-ai-research/k-exaone", "variant_id": "lg-ai-research/k-exaone:non-reasoning", "canonical_name": "K-EXAONE (non-reasoning)", "source_name": "K-EXAONE (non-reasoning)", "provider": "LG AI Research", "creator": "LG AI Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "k-exaone-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/k-exaone-non-reasoning", "source_rank": 136, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 17, "aa_official_coding_index": 27, "aa_omniscience_index": -61, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 7, "aa_terminalbench_v21": null, "aa_tau2": 59, "aa_tau3_banking": null, "aa_lcr": 47, "aa_omniscience_accuracy": 12, "aa_non_hallucination_rate": 16, "aa_hle": 5, "aa_gpqa": 69, "aa_scicode": 27, "aa_ifbench": 40, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 17, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 17, "llmdex_efficiency_score": null, "llmdex_performance_rank": 136, "llmdex_value_rank": 199, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "liquid-ai/lfm2-2-6b:default", "family_id": "liquid-ai/lfm2-2-6b", "variant_id": "liquid-ai/lfm2-2-6b:default", "canonical_name": "LFM2 2.6B", "source_name": "LFM2 2.6B", "provider": "Liquid AI", "creator": "Liquid AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "lfm2-2-6b", "source_model_url": "https://artificialanalysis.ai/models/lfm2-2-6b", "source_rank": 241, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 3, "aa_official_coding_index": 3, "aa_omniscience_index": -52, "aa_context_window_tokens": 32800, "aa_gdpval": null, "aa_terminalbench_hard": 1, "aa_terminalbench_v21": null, "aa_tau2": 13, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 5, "aa_non_hallucination_rate": 40, "aa_hle": 5, "aa_gpqa": 32, "aa_scicode": 3, "aa_ifbench": 26, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 3, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 3, "llmdex_efficiency_score": null, "llmdex_performance_rank": 241, "llmdex_value_rank": 244, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "liquid-ai/lfm2-24b-a2b:default", "family_id": "liquid-ai/lfm2-24b-a2b", "variant_id": "liquid-ai/lfm2-24b-a2b:default", "canonical_name": "LFM2 24B A2B", "source_name": "LFM2 24B A2B", "provider": "Liquid AI", "creator": "Liquid AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "lfm2-24b-a2b", "source_model_url": "https://artificialanalysis.ai/models/lfm2-24b-a2b", "source_rank": 222, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 5, "aa_official_coding_index": 11, "aa_omniscience_index": -59, "aa_context_window_tokens": 32800, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 11, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 6, "aa_non_hallucination_rate": 30, "aa_hle": 4, "aa_gpqa": 47, "aa_scicode": 11, "aa_ifbench": 46, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 5, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 5, "llmdex_efficiency_score": null, "llmdex_performance_rank": 222, "llmdex_value_rank": 234, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "liquid-ai/lfm2-5-1-2b-instruct:default", "family_id": "liquid-ai/lfm2-5-1-2b-instruct", "variant_id": "liquid-ai/lfm2-5-1-2b-instruct:default", "canonical_name": "LFM2.5-1.2B-Instruct", "source_name": "LFM2.5-1.2B-Instruct", "provider": "Liquid AI", "creator": "Liquid AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "lfm2-5-1-2b-instruct", "source_model_url": "https://artificialanalysis.ai/models/lfm2-5-1-2b-instruct", "source_rank": 242, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 3, "aa_official_coding_index": 2, "aa_omniscience_index": -74, "aa_context_window_tokens": 32000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 11, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 6, "aa_non_hallucination_rate": 15, "aa_hle": 7, "aa_gpqa": 29, "aa_scicode": 2, "aa_ifbench": 41, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 3, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 3, "llmdex_efficiency_score": null, "llmdex_performance_rank": 242, "llmdex_value_rank": 245, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "liquid-ai/lfm2-5-1-2b:thinking", "family_id": "liquid-ai/lfm2-5-1-2b", "variant_id": "liquid-ai/lfm2-5-1-2b:thinking", "canonical_name": "LFM2.5-1.2B-Thinking", "source_name": "LFM2.5-1.2B-Thinking", "provider": "Liquid AI", "creator": "Liquid AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "lfm2-5-1-2b-thinking", "source_model_url": "https://artificialanalysis.ai/models/lfm2-5-1-2b-thinking", "source_rank": 239, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 3, "aa_official_coding_index": 4, "aa_omniscience_index": -84, "aa_context_window_tokens": 32000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 20, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 7, "aa_non_hallucination_rate": 3, "aa_hle": 6, "aa_gpqa": 34, "aa_scicode": 4, "aa_ifbench": 42, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 3, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 3, "llmdex_efficiency_score": null, "llmdex_performance_rank": 239, "llmdex_value_rank": 246, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "liquid-ai/lfm2-5-8b-a1b:default", "family_id": "liquid-ai/lfm2-5-8b-a1b", "variant_id": "liquid-ai/lfm2-5-8b-a1b:default", "canonical_name": "LFM2.5-8B-A1B", "source_name": "LFM2.5-8B-A1B", "provider": "Liquid AI", "creator": "Liquid AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "lfm2-5-8b-a1b", "source_model_url": "https://artificialanalysis.ai/models/lfm2-5-8b-a1b", "source_rank": 197, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 8, "aa_official_coding_index": 8, "aa_omniscience_index": -33, "aa_context_window_tokens": 32800, "aa_gdpval": null, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": null, "aa_tau2": 16, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 9, "aa_non_hallucination_rate": 53, "aa_hle": 7, "aa_gpqa": 47, "aa_scicode": 8, "aa_ifbench": 53, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 334, "aa_speed_p5_tokens_per_second": 289, "aa_speed_p25_tokens_per_second": 329, "aa_speed_p75_tokens_per_second": 341, "aa_speed_p95_tokens_per_second": 356, "aa_latency_seconds": 2.15, "aa_latency_first_token_seconds": 8.14, "aa_latency_p5_seconds": 0.74, "aa_latency_p25_seconds": 1.21, "aa_latency_p75_seconds": 7.77, "aa_latency_p95_seconds": 12.88, "aa_total_response_time_seconds": 9.63, "aa_reasoning_time_seconds": 5.98, "llmdex_adjusted_performance": 8, "llmdex_cost_index": 100, "llmdex_speed_index": 72.65, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 48.53, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 197, "llmdex_value_rank": 113, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "liquid-ai/lfm2-5-vl-1-6b:default", "family_id": "liquid-ai/lfm2-5-vl-1-6b", "variant_id": "liquid-ai/lfm2-5-vl-1-6b:default", "canonical_name": "LFM2.5-VL-1.6B", "source_name": "LFM2.5-VL-1.6B", "provider": "Liquid AI", "creator": "Liquid AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "lfm2-5-vl-1-6b", "source_model_url": "https://artificialanalysis.ai/models/lfm2-5-vl-1-6b", "source_rank": 251, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 1, "aa_official_coding_index": 3, "aa_omniscience_index": -84, "aa_context_window_tokens": 32000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 8, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 5, "aa_non_hallucination_rate": 6, "aa_hle": 5, "aa_gpqa": 29, "aa_scicode": 3, "aa_ifbench": 33, "aa_critpt": 0, "aa_mmmu_pro": 27, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 369, "aa_speed_p5_tokens_per_second": 285, "aa_speed_p25_tokens_per_second": 335, "aa_speed_p75_tokens_per_second": 407, "aa_speed_p95_tokens_per_second": 559, "aa_latency_seconds": 11.9, "aa_latency_first_token_seconds": 11.9, "aa_latency_p5_seconds": 0.61, "aa_latency_p25_seconds": 1.98, "aa_latency_p75_seconds": 12.27, "aa_latency_p95_seconds": 13.92, "aa_total_response_time_seconds": 13.25, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 1, "llmdex_cost_index": 100, "llmdex_speed_index": 36.9, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 37.88, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 251, "llmdex_value_rank": 181, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "liquid-ai/lfm2-8b-a1b:default", "family_id": "liquid-ai/lfm2-8b-a1b", "variant_id": "liquid-ai/lfm2-8b-a1b:default", "canonical_name": "LFM2 8B A1B", "source_name": "LFM2 8B A1B", "provider": "Liquid AI", "creator": "Liquid AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "lfm2-8b-a1b", "source_model_url": "https://artificialanalysis.ai/models/lfm2-8b-a1b", "source_rank": 250, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 2, "aa_official_coding_index": 7, "aa_omniscience_index": -75, "aa_context_window_tokens": 32800, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 11, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 7, "aa_non_hallucination_rate": 12, "aa_hle": 5, "aa_gpqa": 34, "aa_scicode": 7, "aa_ifbench": 26, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 2, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 2, "llmdex_efficiency_score": null, "llmdex_performance_rank": 250, "llmdex_value_rank": 252, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "longcat/longcat-2-0:default", "family_id": "longcat/longcat-2-0", "variant_id": "longcat/longcat-2-0:default", "canonical_name": "LongCat 2.0", "source_name": "LongCat 2.0", "provider": "LongCat", "creator": "LongCat", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "longcat-2-0", "source_model_url": "https://artificialanalysis.ai/models/longcat-2-0", "source_rank": 68, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 33, "aa_official_coding_index": 42.5, "aa_omniscience_index": -23, "aa_context_window_tokens": 1000000, "aa_gdpval": 26, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 50, "aa_tau2": null, "aa_tau3_banking": 13, "aa_lcr": 58, "aa_omniscience_accuracy": 30, "aa_non_hallucination_rate": 25, "aa_hle": 32, "aa_gpqa": 78, "aa_scicode": 35, "aa_ifbench": null, "aa_critpt": 3, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 33, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 33, "llmdex_efficiency_score": null, "llmdex_performance_rank": 68, "llmdex_value_rank": 186, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "longcat/longcat-flash-lite:default", "family_id": "longcat/longcat-flash-lite", "variant_id": "longcat/longcat-flash-lite:default", "canonical_name": "LongCat Flash Lite", "source_name": "LongCat Flash Lite", "provider": "LongCat", "creator": "LongCat", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "longcat-flash-lite", "source_model_url": "https://artificialanalysis.ai/models/longcat-flash-lite", "source_rank": 134, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 17, "aa_official_coding_index": 28, "aa_omniscience_index": -70, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 11, "aa_terminalbench_v21": null, "aa_tau2": 80, "aa_tau3_banking": null, "aa_lcr": 26, "aa_omniscience_accuracy": 13, "aa_non_hallucination_rate": 4, "aa_hle": 6, "aa_gpqa": 64, "aa_scicode": 28, "aa_ifbench": 43, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 17, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 17, "llmdex_efficiency_score": null, "llmdex_performance_rank": 134, "llmdex_value_rank": 201, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mbzuai-institute-of-foundation-models/k2-think-v2:default", "family_id": "mbzuai-institute-of-foundation-models/k2-think-v2", "variant_id": "mbzuai-institute-of-foundation-models/k2-think-v2:default", "canonical_name": "K2 Think V2", "source_name": "K2 Think V2", "provider": "MBZUAI Institute of Foundation Models", "creator": "MBZUAI Institute of Foundation Models", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "k2-think-v2", "source_model_url": "https://artificialanalysis.ai/models/k2-think-v2", "source_rank": 133, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 17, "aa_official_coding_index": 24, "aa_omniscience_index": -34, "aa_context_window_tokens": 262000, "aa_gdpval": 0, "aa_terminalbench_hard": 7, "aa_terminalbench_v21": 15, "aa_tau2": 25, "aa_tau3_banking": 5, "aa_lcr": 53, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 41, "aa_hle": 9, "aa_gpqa": 71, "aa_scicode": 33, "aa_ifbench": 63, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 17, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 17, "llmdex_efficiency_score": null, "llmdex_performance_rank": 133, "llmdex_value_rank": 200, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mbzuai-institute-of-foundation-models/k2-v2:high", "family_id": "mbzuai-institute-of-foundation-models/k2-v2", "variant_id": "mbzuai-institute-of-foundation-models/k2-v2:high", "canonical_name": "K2-V2 (high)", "source_name": "K2-V2 (high)", "provider": "MBZUAI Institute of Foundation Models", "creator": "MBZUAI Institute of Foundation Models", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "k2-v2-high", "source_model_url": "https://artificialanalysis.ai/models/k2-v2", "source_rank": 151, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 14, "aa_official_coding_index": 29, "aa_omniscience_index": -57, "aa_context_window_tokens": 512000, "aa_gdpval": null, "aa_terminalbench_hard": 10, "aa_terminalbench_v21": null, "aa_tau2": 28, "aa_tau3_banking": null, "aa_lcr": 33, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 8, "aa_hle": 10, "aa_gpqa": 68, "aa_scicode": 29, "aa_ifbench": 60, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 14, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 14, "llmdex_efficiency_score": null, "llmdex_performance_rank": 151, "llmdex_value_rank": 205, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mbzuai-institute-of-foundation-models/k2-v2:low", "family_id": "mbzuai-institute-of-foundation-models/k2-v2", "variant_id": "mbzuai-institute-of-foundation-models/k2-v2:low", "canonical_name": "K2-V2 (low)", "source_name": "K2-V2 (low)", "provider": "MBZUAI Institute of Foundation Models", "creator": "MBZUAI Institute of Foundation Models", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "k2-v2-low", "source_model_url": "https://artificialanalysis.ai/models/k2-v2-low", "source_rank": 194, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 22, "aa_omniscience_index": -48, "aa_context_window_tokens": 512000, "aa_gdpval": null, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": null, "aa_tau2": 21, "aa_tau3_banking": null, "aa_lcr": 19, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 24, "aa_hle": 4, "aa_gpqa": 54, "aa_scicode": 22, "aa_ifbench": 41, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 9, "llmdex_efficiency_score": null, "llmdex_performance_rank": 194, "llmdex_value_rank": 219, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mbzuai-institute-of-foundation-models/k2-v2:medium", "family_id": "mbzuai-institute-of-foundation-models/k2-v2", "variant_id": "mbzuai-institute-of-foundation-models/k2-v2:medium", "canonical_name": "K2-V2 (medium)", "source_name": "K2-V2 (medium)", "provider": "MBZUAI Institute of Foundation Models", "creator": "MBZUAI Institute of Foundation Models", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "k2-v2-medium", "source_model_url": "https://artificialanalysis.ai/models/k2-v2-medium", "source_rank": 161, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 12, "aa_official_coding_index": 25, "aa_omniscience_index": -50, "aa_context_window_tokens": 512000, "aa_gdpval": null, "aa_terminalbench_hard": 8, "aa_terminalbench_v21": null, "aa_tau2": 25, "aa_tau3_banking": null, "aa_lcr": 28, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 19, "aa_hle": 4, "aa_gpqa": 60, "aa_scicode": 25, "aa_ifbench": 55, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 12, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 12, "llmdex_efficiency_score": null, "llmdex_performance_rank": 161, "llmdex_value_rank": 210, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "meta/llama-3-1-405b:default", "family_id": "meta/llama-3-1-405b", "variant_id": "meta/llama-3-1-405b:default", "canonical_name": "Llama 3.1 405B", "source_name": "Llama 3.1 405B", "provider": "Meta", "creator": "Meta", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "llama-3-1-405b", "source_model_url": "https://artificialanalysis.ai/models/llama-3-1-instruct-405b", "source_rank": 196, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 30, "aa_omniscience_index": -17, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 7, "aa_terminalbench_v21": null, "aa_tau2": 19, "aa_tau3_banking": null, "aa_lcr": 24, "aa_omniscience_accuracy": 22, "aa_non_hallucination_rate": 49, "aa_hle": 4, "aa_gpqa": 52, "aa_scicode": 30, "aa_ifbench": 39, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2.5, "aa_output_cost_usd_per_1m": 10, "aa_blended_cost_usd_per_1m": 5.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": 94.5, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 41.06, "llmdex_efficiency_score": 2.22, "llmdex_performance_rank": 196, "llmdex_value_rank": 165, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "meta/llama-3-2-11b-vision:default", "family_id": "meta/llama-3-2-11b-vision", "variant_id": "meta/llama-3-2-11b-vision:default", "canonical_name": "Llama 3.2 11B (Vision)", "source_name": "Llama 3.2 11B (Vision)", "provider": "Meta", "creator": "Meta", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "llama-3-2-11b-vision", "source_model_url": "https://artificialanalysis.ai/models/llama-3-2-instruct-11b-vision", "source_rank": 234, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 3, "aa_official_coding_index": 11, "aa_omniscience_index": -63, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 1, "aa_terminalbench_v21": null, "aa_tau2": 15, "aa_tau3_banking": null, "aa_lcr": 12, "aa_omniscience_accuracy": 10, "aa_non_hallucination_rate": 18, "aa_hle": 5, "aa_gpqa": 22, "aa_scicode": 11, "aa_ifbench": 30, "aa_critpt": 0, "aa_mmmu_pro": 29, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.36, "aa_output_cost_usd_per_1m": 0.36, "aa_blended_cost_usd_per_1m": 0.36, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 8, "aa_speed_p5_tokens_per_second": 4, "aa_speed_p25_tokens_per_second": 6, "aa_speed_p75_tokens_per_second": 14, "aa_speed_p95_tokens_per_second": 20, "aa_latency_seconds": 2.59, "aa_latency_first_token_seconds": 2.59, "aa_latency_p5_seconds": 0.96, "aa_latency_p25_seconds": 2.08, "aa_latency_p75_seconds": 3.54, "aa_latency_p95_seconds": 16.98, "aa_total_response_time_seconds": 68.73, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 3, "llmdex_cost_index": 99.64, "llmdex_speed_index": 37.85, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 38.96, "llmdex_efficiency_score": 26.11, "llmdex_performance_rank": 234, "llmdex_value_rank": 176, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "meta/llama-3-2-90b-vision:default", "family_id": "meta/llama-3-2-90b-vision", "variant_id": "meta/llama-3-2-90b-vision:default", "canonical_name": "Llama 3.2 90B (Vision)", "source_name": "Llama 3.2 90B (Vision)", "provider": "Meta", "creator": "Meta", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "llama-3-2-90b-vision", "source_model_url": "https://artificialanalysis.ai/models/llama-3-2-instruct-90b-vision", "source_rank": 213, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 6, "aa_official_coding_index": 24, "aa_omniscience_index": null, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": null, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": null, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": 5, "aa_gpqa": 43, "aa_scicode": 24, "aa_ifbench": null, "aa_critpt": null, "aa_mmmu_pro": 39, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2.04, "aa_output_cost_usd_per_1m": 2.04, "aa_blended_cost_usd_per_1m": 2.04, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 6, "llmdex_cost_index": 97.96, "llmdex_speed_index": null, "llmdex_coverage_score": 28.1, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 40.48, "llmdex_efficiency_score": 5, "llmdex_performance_rank": 213, "llmdex_value_rank": 170, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "meta/llama-3-3-70b:default", "family_id": "meta/llama-3-3-70b", "variant_id": "meta/llama-3-3-70b:default", "canonical_name": "Llama 3.3 70B", "source_name": "Llama 3.3 70B", "provider": "Meta", "creator": "Meta", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "llama-3-3-70b", "source_model_url": "https://artificialanalysis.ai/models/llama-3-3-instruct-70b", "source_rank": 181, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 15.5, "aa_omniscience_index": -52, "aa_context_window_tokens": 128000, "aa_gdpval": 0, "aa_terminalbench_hard": 3, "aa_terminalbench_v21": 5, "aa_tau2": 27, "aa_tau3_banking": 1, "aa_lcr": 15, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 15, "aa_hle": 4, "aa_gpqa": 50, "aa_scicode": 26, "aa_ifbench": 47, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": 1, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.59, "aa_output_cost_usd_per_1m": 0.72, "aa_blended_cost_usd_per_1m": 0.642, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 83, "aa_speed_p5_tokens_per_second": 13, "aa_speed_p25_tokens_per_second": 44, "aa_speed_p75_tokens_per_second": 131, "aa_speed_p95_tokens_per_second": 309, "aa_latency_seconds": 1.69, "aa_latency_first_token_seconds": 1.69, "aa_latency_p5_seconds": 0.72, "aa_latency_p25_seconds": 1.12, "aa_latency_p75_seconds": 2.55, "aa_latency_p95_seconds": 6.69, "aa_total_response_time_seconds": 7.73, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": 99.36, "llmdex_speed_index": 49.85, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 44.28, "llmdex_efficiency_score": 37.22, "llmdex_performance_rank": 181, "llmdex_value_rank": 142, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "meta/llama-4-maverick:default", "family_id": "meta/llama-4-maverick", "variant_id": "meta/llama-4-maverick:default", "canonical_name": "Llama 4 Maverick", "source_name": "Llama 4 Maverick", "provider": "Meta", "creator": "Meta", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "llama-4-maverick", "source_model_url": "https://artificialanalysis.ai/models/llama-4-maverick", "source_rank": 150, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 14, "aa_official_coding_index": 20.5, "aa_omniscience_index": -42, "aa_context_window_tokens": 1000000, "aa_gdpval": 0, "aa_terminalbench_hard": 7, "aa_terminalbench_v21": 8, "aa_tau2": 18, "aa_tau3_banking": 4, "aa_lcr": 46, "aa_omniscience_accuracy": 24, "aa_non_hallucination_rate": 13, "aa_hle": 5, "aa_gpqa": 67, "aa_scicode": 33, "aa_ifbench": 43, "aa_critpt": 0, "aa_mmmu_pro": 62, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.27, "aa_output_cost_usd_per_1m": 0.85, "aa_blended_cost_usd_per_1m": 0.502, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 111, "aa_speed_p5_tokens_per_second": 34, "aa_speed_p25_tokens_per_second": 58, "aa_speed_p75_tokens_per_second": 134, "aa_speed_p95_tokens_per_second": 229, "aa_latency_seconds": 0.92, "aa_latency_first_token_seconds": 0.92, "aa_latency_p5_seconds": 0.63, "aa_latency_p25_seconds": 0.82, "aa_latency_p75_seconds": 1.1, "aa_latency_p95_seconds": 1.77, "aa_total_response_time_seconds": 5.43, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 14, "llmdex_cost_index": 99.5, "llmdex_speed_index": 56.5, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 48.15, "llmdex_efficiency_score": 58.89, "llmdex_performance_rank": 150, "llmdex_value_rank": 114, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "meta/llama-4-scout:default", "family_id": "meta/llama-4-scout", "variant_id": "meta/llama-4-scout:default", "canonical_name": "Llama 4 Scout", "source_name": "Llama 4 Scout", "provider": "Meta", "creator": "Meta", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "llama-4-scout", "source_model_url": "https://artificialanalysis.ai/models/llama-4-scout", "source_rank": 175, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 10, "aa_official_coding_index": 10.5, "aa_omniscience_index": -52, "aa_context_window_tokens": 10000000, "aa_gdpval": 0, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": 4, "aa_tau2": 15, "aa_tau3_banking": 3, "aa_lcr": 26, "aa_omniscience_accuracy": 15, "aa_non_hallucination_rate": 22, "aa_hle": 4, "aa_gpqa": 59, "aa_scicode": 17, "aa_ifbench": 40, "aa_critpt": 0, "aa_mmmu_pro": 53, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.18, "aa_output_cost_usd_per_1m": 0.66, "aa_blended_cost_usd_per_1m": 0.372, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 96, "aa_speed_p5_tokens_per_second": 33, "aa_speed_p25_tokens_per_second": 58, "aa_speed_p75_tokens_per_second": 172, "aa_speed_p95_tokens_per_second": 448, "aa_latency_seconds": 0.77, "aa_latency_first_token_seconds": 0.77, "aa_latency_p5_seconds": 0.48, "aa_latency_p25_seconds": 0.65, "aa_latency_p75_seconds": 0.94, "aa_latency_p95_seconds": 1.51, "aa_total_response_time_seconds": 5.98, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 10, "llmdex_cost_index": 99.63, "llmdex_speed_index": 55.75, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 46.04, "llmdex_efficiency_score": 58.33, "llmdex_performance_rank": 175, "llmdex_value_rank": 133, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "meta/muse-spark-1-1:xhigh", "family_id": "meta/muse-spark-1-1", "variant_id": "meta/muse-spark-1-1:xhigh", "canonical_name": "Muse Spark 1.1 (xhigh)", "source_name": "Muse Spark 1.1 (xhigh)", "provider": "Meta", "creator": "Meta", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "muse-spark-1-1-xhigh", "source_model_url": "https://artificialanalysis.ai/models/muse-spark-1-1", "source_rank": 18, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 51, "aa_official_coding_index": 68, "aa_omniscience_index": 18, "aa_context_window_tokens": 1050000, "aa_gdpval": 44, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 78, "aa_tau2": null, "aa_tau3_banking": 25, "aa_lcr": 63, "aa_omniscience_accuracy": 41, "aa_non_hallucination_rate": 62, "aa_hle": 45, "aa_gpqa": 90, "aa_scicode": 58, "aa_ifbench": null, "aa_critpt": 15, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.25, "aa_output_cost_usd_per_1m": 4.25, "aa_blended_cost_usd_per_1m": 2.45, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 117, "aa_speed_p5_tokens_per_second": 88, "aa_speed_p25_tokens_per_second": 110, "aa_speed_p75_tokens_per_second": 132, "aa_speed_p95_tokens_per_second": 157, "aa_latency_seconds": 1.47, "aa_latency_first_token_seconds": 18.58, "aa_latency_p5_seconds": 1.2, "aa_latency_p25_seconds": 1.27, "aa_latency_p75_seconds": 1.6, "aa_latency_p95_seconds": 53.3, "aa_total_response_time_seconds": 22.86, "aa_reasoning_time_seconds": 17.11, "llmdex_adjusted_performance": 51, "llmdex_cost_index": 97.55, "llmdex_speed_index": 54.35, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 65.64, "llmdex_efficiency_score": 51.67, "llmdex_performance_rank": 18, "llmdex_value_rank": 2, "llmdex_efficiency_rank": 31, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "meta/muse-spark:default", "family_id": "meta/muse-spark", "variant_id": "meta/muse-spark:default", "canonical_name": "Muse Spark", "source_name": "Muse Spark", "provider": "Meta", "creator": "Meta", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "muse-spark", "source_model_url": "https://artificialanalysis.ai/models/muse-spark", "source_rank": 35, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 43, "aa_official_coding_index": 57, "aa_omniscience_index": 4, "aa_context_window_tokens": 262000, "aa_gdpval": 32, "aa_terminalbench_hard": 45, "aa_terminalbench_v21": 62, "aa_tau2": 92, "aa_tau3_banking": 20, "aa_lcr": 70, "aa_omniscience_accuracy": 45, "aa_non_hallucination_rate": 27, "aa_hle": 40, "aa_gpqa": 88, "aa_scicode": 52, "aa_ifbench": 76, "aa_critpt": 11, "aa_mmmu_pro": 81, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 43, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 56.2, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 43, "llmdex_efficiency_score": null, "llmdex_performance_rank": 35, "llmdex_value_rank": 149, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "microsoft/phi-4-mini:default", "family_id": "microsoft/phi-4-mini", "variant_id": "microsoft/phi-4-mini:default", "canonical_name": "Phi-4 Mini", "source_name": "Phi-4 Mini", "provider": "Microsoft", "creator": "Microsoft", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "phi-4-mini", "source_model_url": "https://artificialanalysis.ai/models/phi-4-mini", "source_rank": 214, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 6, "aa_official_coding_index": 5.5, "aa_omniscience_index": -61, "aa_context_window_tokens": 128000, "aa_gdpval": 0, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": 0, "aa_tau2": 8, "aa_tau3_banking": 1, "aa_lcr": 14, "aa_omniscience_accuracy": 8, "aa_non_hallucination_rate": 24, "aa_hle": 4, "aa_gpqa": 33, "aa_scicode": 11, "aa_ifbench": 21, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 44, "aa_speed_p5_tokens_per_second": 37, "aa_speed_p25_tokens_per_second": 43, "aa_speed_p75_tokens_per_second": 46, "aa_speed_p95_tokens_per_second": 48, "aa_latency_seconds": 0.82, "aa_latency_first_token_seconds": 0.82, "aa_latency_p5_seconds": 0.79, "aa_latency_p25_seconds": 0.81, "aa_latency_p75_seconds": 0.85, "aa_latency_p95_seconds": 1.49, "aa_total_response_time_seconds": 12.17, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 6, "llmdex_cost_index": 100, "llmdex_speed_index": 50.3, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 43.06, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 214, "llmdex_value_rank": 148, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "microsoft/phi-4-multimodal:default", "family_id": "microsoft/phi-4-multimodal", "variant_id": "microsoft/phi-4-multimodal:default", "canonical_name": "Phi-4 Multimodal", "source_name": "Phi-4 Multimodal", "provider": "Microsoft", "creator": "Microsoft", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "phi-4-multimodal", "source_model_url": "https://artificialanalysis.ai/models/phi-4-multimodal", "source_rank": 227, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 5, "aa_official_coding_index": 11, "aa_omniscience_index": null, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": null, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": null, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": 4, "aa_gpqa": 32, "aa_scicode": 11, "aa_ifbench": null, "aa_critpt": null, "aa_mmmu_pro": 15, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 18, "aa_speed_p5_tokens_per_second": 17, "aa_speed_p25_tokens_per_second": 17, "aa_speed_p75_tokens_per_second": 18, "aa_speed_p95_tokens_per_second": 18, "aa_latency_seconds": 0.85, "aa_latency_first_token_seconds": 0.85, "aa_latency_p5_seconds": 0.8, "aa_latency_p25_seconds": 0.83, "aa_latency_p75_seconds": 0.86, "aa_latency_p95_seconds": 2.27, "aa_total_response_time_seconds": 28.48, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 5, "llmdex_cost_index": 100, "llmdex_speed_index": 47.55, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 42.01, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 227, "llmdex_value_rank": 159, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "microsoft/phi-4:default", "family_id": "microsoft/phi-4", "variant_id": "microsoft/phi-4:default", "canonical_name": "Phi-4", "source_name": "Phi-4", "provider": "Microsoft", "creator": "Microsoft", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "phi-4", "source_model_url": "https://artificialanalysis.ai/models/phi-4", "source_rank": 223, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 5, "aa_official_coding_index": 26, "aa_omniscience_index": -57, "aa_context_window_tokens": 16000, "aa_gdpval": null, "aa_terminalbench_hard": 4, "aa_terminalbench_v21": null, "aa_tau2": 0, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 13, "aa_non_hallucination_rate": 19, "aa_hle": 4, "aa_gpqa": 57, "aa_scicode": 26, "aa_ifbench": 24, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.13, "aa_output_cost_usd_per_1m": 0.5, "aa_blended_cost_usd_per_1m": 0.278, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 5, "llmdex_cost_index": 99.72, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 40.52, "llmdex_efficiency_score": 46.67, "llmdex_performance_rank": 223, "llmdex_value_rank": 169, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "minimax/minimax-m3:default", "family_id": "minimax/minimax-m3", "variant_id": "minimax/minimax-m3:default", "canonical_name": "MiniMax-M3", "source_name": "MiniMax-M3", "provider": "MiniMax", "creator": "MiniMax", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "minimax-m3", "source_model_url": "https://artificialanalysis.ai/models/minimax-m3", "source_rank": 30, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 44, "aa_official_coding_index": 55, "aa_omniscience_index": 1, "aa_context_window_tokens": 1000000, "aa_gdpval": 45, "aa_terminalbench_hard": 42, "aa_terminalbench_v21": 65, "aa_tau2": 89, "aa_tau3_banking": 13, "aa_lcr": 74, "aa_omniscience_accuracy": 15, "aa_non_hallucination_rate": 84, "aa_hle": 37, "aa_gpqa": 93, "aa_scicode": 45, "aa_ifbench": 83, "aa_critpt": 4, "aa_mmmu_pro": 79, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.3, "aa_output_cost_usd_per_1m": 1.2, "aa_blended_cost_usd_per_1m": 0.66, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 76, "aa_speed_p5_tokens_per_second": 45, "aa_speed_p25_tokens_per_second": 63, "aa_speed_p75_tokens_per_second": 106, "aa_speed_p95_tokens_per_second": 162, "aa_latency_seconds": 1.47, "aa_latency_first_token_seconds": 27.92, "aa_latency_p5_seconds": 1.03, "aa_latency_p25_seconds": 1.25, "aa_latency_p75_seconds": 1.85, "aa_latency_p95_seconds": 2.29, "aa_total_response_time_seconds": 34.53, "aa_reasoning_time_seconds": 26.45, "llmdex_adjusted_performance": 44, "llmdex_cost_index": 99.34, "llmdex_speed_index": 50.25, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 61.85, "llmdex_efficiency_score": 75, "llmdex_performance_rank": 30, "llmdex_value_rank": 4, "llmdex_efficiency_rank": 14, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mistral-ai/devstral-2:default", "family_id": "mistral-ai/devstral-2", "variant_id": "mistral-ai/devstral-2:default", "canonical_name": "Devstral 2", "source_name": "Devstral 2", "provider": "Mistral AI", "creator": "Mistral", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "devstral-2", "source_model_url": "https://artificialanalysis.ai/models/devstral-2", "source_rank": 122, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 19, "aa_official_coding_index": 31.5, "aa_omniscience_index": -46, "aa_context_window_tokens": 256000, "aa_gdpval": 12, "aa_terminalbench_hard": 19, "aa_terminalbench_v21": 30, "aa_tau2": 25, "aa_tau3_banking": 10, "aa_lcr": 30, "aa_omniscience_accuracy": 21, "aa_non_hallucination_rate": 15, "aa_hle": 4, "aa_gpqa": 59, "aa_scicode": 33, "aa_ifbench": 38, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 20, "aa_speed_p5_tokens_per_second": 5, "aa_speed_p25_tokens_per_second": 15, "aa_speed_p75_tokens_per_second": 23, "aa_speed_p95_tokens_per_second": 40, "aa_latency_seconds": 1.31, "aa_latency_first_token_seconds": 1.31, "aa_latency_p5_seconds": 1.07, "aa_latency_p25_seconds": 1.15, "aa_latency_p75_seconds": 2.09, "aa_latency_p95_seconds": 5.65, "aa_total_response_time_seconds": 26.87, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 19, "llmdex_cost_index": 100, "llmdex_speed_index": 45.45, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 48.59, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 122, "llmdex_value_rank": 112, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mistral-ai/devstral-small-2:default", "family_id": "mistral-ai/devstral-small-2", "variant_id": "mistral-ai/devstral-small-2:default", "canonical_name": "Devstral Small 2", "source_name": "Devstral Small 2", "provider": "Mistral AI", "creator": "Mistral", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "devstral-small-2", "source_model_url": "https://artificialanalysis.ai/models/devstral-small-2", "source_rank": 132, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 17, "aa_official_coding_index": 29.5, "aa_omniscience_index": -57, "aa_context_window_tokens": 256000, "aa_gdpval": 12, "aa_terminalbench_hard": 17, "aa_terminalbench_v21": 30, "aa_tau2": 23, "aa_tau3_banking": 10, "aa_lcr": 24, "aa_omniscience_accuracy": 15, "aa_non_hallucination_rate": 15, "aa_hle": 3, "aa_gpqa": 53, "aa_scicode": 29, "aa_ifbench": 31, "aa_critpt": 0, "aa_mmmu_pro": 45, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 20, "aa_speed_p5_tokens_per_second": 4, "aa_speed_p25_tokens_per_second": 15, "aa_speed_p75_tokens_per_second": 36, "aa_speed_p95_tokens_per_second": 70, "aa_latency_seconds": 1.52, "aa_latency_first_token_seconds": 1.52, "aa_latency_p5_seconds": 1.06, "aa_latency_p25_seconds": 1.16, "aa_latency_p75_seconds": 2.32, "aa_latency_p95_seconds": 3.17, "aa_total_response_time_seconds": 26.42, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 17, "llmdex_cost_index": 100, "llmdex_speed_index": 44.4, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 47.38, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 132, "llmdex_value_rank": 125, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mistral-ai/magistral-medium-1-2:medium", "family_id": "mistral-ai/magistral-medium-1-2", "variant_id": "mistral-ai/magistral-medium-1-2:medium", "canonical_name": "Magistral Medium 1.2", "source_name": "Magistral Medium 1.2", "provider": "Mistral AI", "creator": "Mistral", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "magistral-medium-1-2", "source_model_url": "https://artificialanalysis.ai/models/magistral-medium-2509", "source_rank": 128, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 18, "aa_official_coding_index": 25.5, "aa_omniscience_index": -26, "aa_context_window_tokens": 128000, "aa_gdpval": 0, "aa_terminalbench_hard": 13, "aa_terminalbench_v21": 12, "aa_tau2": 52, "aa_tau3_banking": 6, "aa_lcr": 51, "aa_omniscience_accuracy": 21, "aa_non_hallucination_rate": 41, "aa_hle": 10, "aa_gpqa": 74, "aa_scicode": 39, "aa_ifbench": 43, "aa_critpt": 0, "aa_mmmu_pro": 60, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2, "aa_output_cost_usd_per_1m": 5, "aa_blended_cost_usd_per_1m": 3.2, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 44, "aa_speed_p5_tokens_per_second": 38, "aa_speed_p25_tokens_per_second": 42, "aa_speed_p75_tokens_per_second": 46, "aa_speed_p95_tokens_per_second": 47, "aa_latency_seconds": 1.72, "aa_latency_first_token_seconds": 46.76, "aa_latency_p5_seconds": 1.64, "aa_latency_p25_seconds": 1.66, "aa_latency_p75_seconds": 1.79, "aa_latency_p95_seconds": 2.27, "aa_total_response_time_seconds": 58.03, "aa_reasoning_time_seconds": 45.05, "llmdex_adjusted_performance": 18, "llmdex_cost_index": 96.8, "llmdex_speed_index": 45.8, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 47.2, "llmdex_efficiency_score": 17.22, "llmdex_performance_rank": 128, "llmdex_value_rank": 126, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mistral-ai/magistral-small-1-2:default", "family_id": "mistral-ai/magistral-small-1-2", "variant_id": "mistral-ai/magistral-small-1-2:default", "canonical_name": "Magistral Small 1.2", "source_name": "Magistral Small 1.2", "provider": "Mistral AI", "creator": "Mistral", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "magistral-small-1-2", "source_model_url": "https://artificialanalysis.ai/models/magistral-small-2509", "source_rank": 170, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 11, "aa_official_coding_index": 19.5, "aa_omniscience_index": -65, "aa_context_window_tokens": 128000, "aa_gdpval": 0, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": 4, "aa_tau2": 28, "aa_tau3_banking": 4, "aa_lcr": 16, "aa_omniscience_accuracy": 13, "aa_non_hallucination_rate": 9, "aa_hle": 6, "aa_gpqa": 66, "aa_scicode": 35, "aa_ifbench": 44, "aa_critpt": 0, "aa_mmmu_pro": 55, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.5, "aa_output_cost_usd_per_1m": 1.5, "aa_blended_cost_usd_per_1m": 0.9, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 89, "aa_speed_p5_tokens_per_second": 74, "aa_speed_p25_tokens_per_second": 84, "aa_speed_p75_tokens_per_second": 90, "aa_speed_p95_tokens_per_second": 93, "aa_latency_seconds": 0.94, "aa_latency_first_token_seconds": 23.39, "aa_latency_p5_seconds": 0.86, "aa_latency_p25_seconds": 0.9, "aa_latency_p75_seconds": 1.03, "aa_latency_p95_seconds": 2.03, "aa_total_response_time_seconds": 29, "aa_reasoning_time_seconds": 22.45, "llmdex_adjusted_performance": 11, "llmdex_cost_index": 99.1, "llmdex_speed_index": 54.2, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 46.07, "llmdex_efficiency_score": 33.33, "llmdex_performance_rank": 170, "llmdex_value_rank": 131, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mistral-ai/ministral-3-14b:default", "family_id": "mistral-ai/ministral-3-14b", "variant_id": "mistral-ai/ministral-3-14b:default", "canonical_name": "Ministral 3 14B", "source_name": "Ministral 3 14B", "provider": "Mistral AI", "creator": "Mistral", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "ministral-3-14b", "source_model_url": "https://artificialanalysis.ai/models/ministral-3-14b", "source_rank": 172, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 11, "aa_official_coding_index": 17, "aa_omniscience_index": -67, "aa_context_window_tokens": 256000, "aa_gdpval": 0, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": 10, "aa_tau2": 27, "aa_tau3_banking": 7, "aa_lcr": 22, "aa_omniscience_accuracy": 12, "aa_non_hallucination_rate": 10, "aa_hle": 5, "aa_gpqa": 57, "aa_scicode": 24, "aa_ifbench": 32, "aa_critpt": 0, "aa_mmmu_pro": 50, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.2, "aa_output_cost_usd_per_1m": 0.2, "aa_blended_cost_usd_per_1m": 0.2, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 69, "aa_speed_p5_tokens_per_second": 12, "aa_speed_p25_tokens_per_second": 63, "aa_speed_p75_tokens_per_second": 83, "aa_speed_p95_tokens_per_second": 88, "aa_latency_seconds": 0.89, "aa_latency_first_token_seconds": 0.89, "aa_latency_p5_seconds": 0.79, "aa_latency_p25_seconds": 0.83, "aa_latency_p75_seconds": 1.45, "aa_latency_p95_seconds": 5.05, "aa_total_response_time_seconds": 8.15, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 11, "llmdex_cost_index": 99.8, "llmdex_speed_index": 52.45, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 45.93, "llmdex_efficiency_score": 70.56, "llmdex_performance_rank": 172, "llmdex_value_rank": 134, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mistral-ai/ministral-3-3b:default", "family_id": "mistral-ai/ministral-3-3b", "variant_id": "mistral-ai/ministral-3-3b:default", "canonical_name": "Ministral 3 3B", "source_name": "Ministral 3 3B", "provider": "Mistral AI", "creator": "Mistral", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "ministral-3-3b", "source_model_url": "https://artificialanalysis.ai/models/ministral-3-3b", "source_rank": 210, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 6, "aa_official_coding_index": 7, "aa_omniscience_index": -64, "aa_context_window_tokens": 256000, "aa_gdpval": 0, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": 0, "aa_tau2": 25, "aa_tau3_banking": 5, "aa_lcr": 12, "aa_omniscience_accuracy": 8, "aa_non_hallucination_rate": 22, "aa_hle": 5, "aa_gpqa": 30, "aa_scicode": 14, "aa_ifbench": 24, "aa_critpt": 0, "aa_mmmu_pro": 38, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.1, "aa_output_cost_usd_per_1m": 0.1, "aa_blended_cost_usd_per_1m": 0.1, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 259, "aa_speed_p5_tokens_per_second": 181, "aa_speed_p25_tokens_per_second": 239, "aa_speed_p75_tokens_per_second": 284, "aa_speed_p95_tokens_per_second": 295, "aa_latency_seconds": 0.65, "aa_latency_first_token_seconds": 0.65, "aa_latency_p5_seconds": 0.56, "aa_latency_p25_seconds": 0.59, "aa_latency_p75_seconds": 0.77, "aa_latency_p95_seconds": 1.88, "aa_total_response_time_seconds": 2.58, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 6, "llmdex_cost_index": 99.9, "llmdex_speed_index": 72.65, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 47.5, "llmdex_efficiency_score": 71.39, "llmdex_performance_rank": 210, "llmdex_value_rank": 124, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mistral-ai/ministral-3-8b:default", "family_id": "mistral-ai/ministral-3-8b", "variant_id": "mistral-ai/ministral-3-8b:default", "canonical_name": "Ministral 3 8B", "source_name": "Ministral 3 8B", "provider": "Mistral AI", "creator": "Mistral", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "ministral-3-8b", "source_model_url": "https://artificialanalysis.ai/models/ministral-3-8b", "source_rank": 187, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 12.5, "aa_omniscience_index": -68, "aa_context_window_tokens": 256000, "aa_gdpval": 0, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": 4, "aa_tau2": 27, "aa_tau3_banking": 4, "aa_lcr": 24, "aa_omniscience_accuracy": 11, "aa_non_hallucination_rate": 11, "aa_hle": 4, "aa_gpqa": 47, "aa_scicode": 21, "aa_ifbench": 29, "aa_critpt": 0, "aa_mmmu_pro": 46, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.15, "aa_output_cost_usd_per_1m": 0.15, "aa_blended_cost_usd_per_1m": 0.15, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 121, "aa_speed_p5_tokens_per_second": 77, "aa_speed_p25_tokens_per_second": 95, "aa_speed_p75_tokens_per_second": 132, "aa_speed_p95_tokens_per_second": 150, "aa_latency_seconds": 0.72, "aa_latency_first_token_seconds": 0.72, "aa_latency_p5_seconds": 0.67, "aa_latency_p25_seconds": 0.7, "aa_latency_p75_seconds": 0.84, "aa_latency_p95_seconds": 0.94, "aa_total_response_time_seconds": 4.85, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": 99.85, "llmdex_speed_index": 58.5, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 46.16, "llmdex_efficiency_score": 71.39, "llmdex_performance_rank": 187, "llmdex_value_rank": 130, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mistral-ai/mistral-large-3:default", "family_id": "mistral-ai/mistral-large-3", "variant_id": "mistral-ai/mistral-large-3:default", "canonical_name": "Mistral Large 3", "source_name": "Mistral Large 3", "provider": "Mistral AI", "creator": "Mistral", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "mistral-large-3", "source_model_url": "https://artificialanalysis.ai/models/mistral-large-3", "source_rank": 142, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 16, "aa_official_coding_index": 24, "aa_omniscience_index": -39, "aa_context_window_tokens": 256000, "aa_gdpval": 7, "aa_terminalbench_hard": 16, "aa_terminalbench_v21": 12, "aa_tau2": 25, "aa_tau3_banking": 6, "aa_lcr": 35, "aa_omniscience_accuracy": 24, "aa_non_hallucination_rate": 16, "aa_hle": 4, "aa_gpqa": 68, "aa_scicode": 36, "aa_ifbench": 36, "aa_critpt": 0, "aa_mmmu_pro": 56, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.5, "aa_output_cost_usd_per_1m": 1.5, "aa_blended_cost_usd_per_1m": 0.9, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 49, "aa_speed_p5_tokens_per_second": 44, "aa_speed_p25_tokens_per_second": 46, "aa_speed_p75_tokens_per_second": 55, "aa_speed_p95_tokens_per_second": 67, "aa_latency_seconds": 1.16, "aa_latency_first_token_seconds": 1.16, "aa_latency_p5_seconds": 1.01, "aa_latency_p25_seconds": 1.08, "aa_latency_p75_seconds": 1.45, "aa_latency_p95_seconds": 2.67, "aa_total_response_time_seconds": 11.42, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 16, "llmdex_cost_index": 99.1, "llmdex_speed_index": 49.1, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 47.55, "llmdex_efficiency_score": 45.28, "llmdex_performance_rank": 142, "llmdex_value_rank": 120, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mistral-ai/mistral-medium-3-5:medium", "family_id": "mistral-ai/mistral-medium-3-5", "variant_id": "mistral-ai/mistral-medium-3-5:medium", "canonical_name": "Mistral Medium 3.5", "source_name": "Mistral Medium 3.5", "provider": "Mistral AI", "creator": "Mistral", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "mistral-medium-3-5", "source_model_url": "https://artificialanalysis.ai/models/mistral-medium-3-5", "source_rank": 80, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 30, "aa_official_coding_index": 45.5, "aa_omniscience_index": -36, "aa_context_window_tokens": 256000, "aa_gdpval": 22, "aa_terminalbench_hard": 33, "aa_terminalbench_v21": 51, "aa_tau2": 94, "aa_tau3_banking": 14, "aa_lcr": 61, "aa_omniscience_accuracy": 25, "aa_non_hallucination_rate": 18, "aa_hle": 13, "aa_gpqa": 75, "aa_scicode": 40, "aa_ifbench": 69, "aa_critpt": 0, "aa_mmmu_pro": 65, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.5, "aa_output_cost_usd_per_1m": 7.5, "aa_blended_cost_usd_per_1m": 3.9, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 84, "aa_speed_p5_tokens_per_second": 46, "aa_speed_p25_tokens_per_second": 53, "aa_speed_p75_tokens_per_second": 156, "aa_speed_p95_tokens_per_second": 175, "aa_latency_seconds": 2.17, "aa_latency_first_token_seconds": 25.84, "aa_latency_p5_seconds": 1.48, "aa_latency_p25_seconds": 1.72, "aa_latency_p75_seconds": 2.45, "aa_latency_p95_seconds": 2.88, "aa_total_response_time_seconds": 31.75, "aa_reasoning_time_seconds": 23.67, "llmdex_adjusted_performance": 30, "llmdex_cost_index": 96.1, "llmdex_speed_index": 47.55, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 53.34, "llmdex_efficiency_score": 23.89, "llmdex_performance_rank": 80, "llmdex_value_rank": 79, "llmdex_efficiency_rank": 61, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mistral-ai/mistral-small-4:default", "family_id": "mistral-ai/mistral-small-4", "variant_id": "mistral-ai/mistral-small-4:default", "canonical_name": "Mistral Small 4", "source_name": "Mistral Small 4", "provider": "Mistral AI", "creator": "Mistral", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "mistral-small-4", "source_model_url": "https://artificialanalysis.ai/models/mistral-small-4", "source_rank": 121, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 20, "aa_official_coding_index": 29.5, "aa_omniscience_index": -30, "aa_context_window_tokens": 256000, "aa_gdpval": 5, "aa_terminalbench_hard": 17, "aa_terminalbench_v21": 21, "aa_tau2": 41, "aa_tau3_banking": 5, "aa_lcr": 45, "aa_omniscience_accuracy": 22, "aa_non_hallucination_rate": 33, "aa_hle": 9, "aa_gpqa": 77, "aa_scicode": 38, "aa_ifbench": 48, "aa_critpt": 0, "aa_mmmu_pro": 57, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.15, "aa_output_cost_usd_per_1m": 0.6, "aa_blended_cost_usd_per_1m": 0.33, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 160, "aa_speed_p5_tokens_per_second": 104, "aa_speed_p25_tokens_per_second": 141, "aa_speed_p75_tokens_per_second": 182, "aa_speed_p95_tokens_per_second": 199, "aa_latency_seconds": 0.8, "aa_latency_first_token_seconds": 13.3, "aa_latency_p5_seconds": 0.65, "aa_latency_p25_seconds": 0.69, "aa_latency_p75_seconds": 0.99, "aa_latency_p95_seconds": 1.24, "aa_total_response_time_seconds": 16.42, "aa_reasoning_time_seconds": 12.5, "llmdex_adjusted_performance": 20, "llmdex_cost_index": 99.67, "llmdex_speed_index": 62, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 52.3, "llmdex_efficiency_score": 72.22, "llmdex_performance_rank": 121, "llmdex_value_rank": 88, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "mistral-ai/mistral-small-4:non-reasoning", "family_id": "mistral-ai/mistral-small-4", "variant_id": "mistral-ai/mistral-small-4:non-reasoning", "canonical_name": "Mistral Small 4 (non-reasoning)", "source_name": "Mistral Small 4 (non-reasoning)", "provider": "Mistral AI", "creator": "Mistral", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "mistral-small-4-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/mistral-small-4-non-reasoning", "source_rank": 163, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 12, "aa_official_coding_index": 28, "aa_omniscience_index": -48, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 11, "aa_terminalbench_v21": null, "aa_tau2": 18, "aa_tau3_banking": null, "aa_lcr": 21, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 23, "aa_hle": 4, "aa_gpqa": 57, "aa_scicode": 28, "aa_ifbench": 33, "aa_critpt": 0, "aa_mmmu_pro": 46, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.15, "aa_output_cost_usd_per_1m": 0.6, "aa_blended_cost_usd_per_1m": 0.33, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 145, "aa_speed_p5_tokens_per_second": 114, "aa_speed_p25_tokens_per_second": 137, "aa_speed_p75_tokens_per_second": 180, "aa_speed_p95_tokens_per_second": 197, "aa_latency_seconds": 0.72, "aa_latency_first_token_seconds": 0.72, "aa_latency_p5_seconds": 0.64, "aa_latency_p25_seconds": 0.68, "aa_latency_p75_seconds": 0.76, "aa_latency_p95_seconds": 0.8, "aa_total_response_time_seconds": 4.18, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 12, "llmdex_cost_index": 99.67, "llmdex_speed_index": 60.9, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 48.08, "llmdex_efficiency_score": 62.78, "llmdex_performance_rank": 163, "llmdex_value_rank": 115, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "motif-technologies/motif-2-12-7b:default", "family_id": "motif-technologies/motif-2-12-7b", "variant_id": "motif-technologies/motif-2-12-7b:default", "canonical_name": "Motif-2-12.7B", "source_name": "Motif-2-12.7B", "provider": "Motif Technologies", "creator": "Motif Technologies", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "motif-2-12-7b", "source_model_url": "https://artificialanalysis.ai/models/motif-2-12-7b", "source_rank": 159, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 13, "aa_official_coding_index": 28, "aa_omniscience_index": -61, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 4, "aa_terminalbench_v21": null, "aa_tau2": 46, "aa_tau3_banking": null, "aa_lcr": 13, "aa_omniscience_accuracy": 15, "aa_non_hallucination_rate": 10, "aa_hle": 8, "aa_gpqa": 69, "aa_scicode": 28, "aa_ifbench": 57, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 13, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 13, "llmdex_efficiency_score": null, "llmdex_performance_rank": 159, "llmdex_value_rank": 209, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "motif-technologies/motif-3-beta:default", "family_id": "motif-technologies/motif-3-beta", "variant_id": "motif-technologies/motif-3-beta:default", "canonical_name": "Motif 3 (Beta)", "source_name": "Motif 3 (Beta)", "provider": "Motif Technologies", "creator": "Motif Technologies", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "motif-3-beta", "source_model_url": "https://artificialanalysis.ai/models/motif-0714", "source_rank": 33, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 44, "aa_official_coding_index": 57.5, "aa_omniscience_index": -17, "aa_context_window_tokens": 262000, "aa_gdpval": 38, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 71, "aa_tau2": null, "aa_tau3_banking": 29, "aa_lcr": 61, "aa_omniscience_accuracy": 21, "aa_non_hallucination_rate": 51, "aa_hle": 38, "aa_gpqa": 87, "aa_scicode": 44, "aa_ifbench": null, "aa_critpt": 6, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 44, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 44, "llmdex_efficiency_score": null, "llmdex_performance_rank": 33, "llmdex_value_rank": 144, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "multiverse-computing/hypernova-60b-2605:default", "family_id": "multiverse-computing/hypernova-60b-2605", "variant_id": "multiverse-computing/hypernova-60b-2605:default", "canonical_name": "HyperNova 60B 2605", "source_name": "HyperNova 60B 2605", "provider": "Multiverse Computing", "creator": "Multiverse Computing", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "hypernova-60b-2605", "source_model_url": "https://artificialanalysis.ai/models/hypernova-60b", "source_rank": 130, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 18, "aa_official_coding_index": 25.5, "aa_omniscience_index": -56, "aa_context_window_tokens": 131000, "aa_gdpval": 8, "aa_terminalbench_hard": 23, "aa_terminalbench_v21": 18, "aa_tau2": 63, "aa_tau3_banking": 5, "aa_lcr": 32, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 18, "aa_hle": 15, "aa_gpqa": 73, "aa_scicode": 33, "aa_ifbench": 66, "aa_critpt": 1, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.04, "aa_output_cost_usd_per_1m": 0.14, "aa_blended_cost_usd_per_1m": 0.08, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 414, "aa_speed_p5_tokens_per_second": 282, "aa_speed_p25_tokens_per_second": 351, "aa_speed_p75_tokens_per_second": 458, "aa_speed_p95_tokens_per_second": 570, "aa_latency_seconds": 0.65, "aa_latency_first_token_seconds": 5.47, "aa_latency_p5_seconds": 0.27, "aa_latency_p25_seconds": 0.53, "aa_latency_p75_seconds": 0.92, "aa_latency_p95_seconds": 1.14, "aa_total_response_time_seconds": 6.68, "aa_reasoning_time_seconds": 4.83, "llmdex_adjusted_performance": 18, "llmdex_cost_index": 99.92, "llmdex_speed_index": 88.15, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.61, "llmdex_efficiency_score": 91.11, "llmdex_performance_rank": 130, "llmdex_value_rank": 45, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nanbeige/nanbeige4-1-3b:default", "family_id": "nanbeige/nanbeige4-1-3b", "variant_id": "nanbeige/nanbeige4-1-3b:default", "canonical_name": "Nanbeige4.1-3B", "source_name": "Nanbeige4.1-3B", "provider": "Nanbeige", "creator": "Nanbeige", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "nanbeige4-1-3b", "source_model_url": "https://artificialanalysis.ai/models/nanbeige4-1-3b", "source_rank": 171, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 11, "aa_official_coding_index": 14, "aa_omniscience_index": -42, "aa_context_window_tokens": 256000, "aa_gdpval": 0, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": 1, "aa_tau2": 22, "aa_tau3_banking": 0, "aa_lcr": 0, "aa_omniscience_accuracy": 10, "aa_non_hallucination_rate": 43, "aa_hle": 10, "aa_gpqa": 85, "aa_scicode": 27, "aa_ifbench": 35, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 11, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 11, "llmdex_efficiency_score": null, "llmdex_performance_rank": 171, "llmdex_value_rank": 215, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "naver/hyperclova-x-seed-think-32b:default", "family_id": "naver/hyperclova-x-seed-think-32b", "variant_id": "naver/hyperclova-x-seed-think-32b:default", "canonical_name": "HyperCLOVA X SEED Think (32B)", "source_name": "HyperCLOVA X SEED Think (32B)", "provider": "Naver", "creator": "Naver", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "hyperclova-x-seed-think-32b", "source_model_url": "https://artificialanalysis.ai/models/hyperclova-x-seed-think-32b", "source_rank": 135, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 17, "aa_official_coding_index": 28, "aa_omniscience_index": -53, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 12, "aa_terminalbench_v21": null, "aa_tau2": 87, "aa_tau3_banking": null, "aa_lcr": 12, "aa_omniscience_accuracy": 15, "aa_non_hallucination_rate": 21, "aa_hle": 5, "aa_gpqa": 62, "aa_scicode": 28, "aa_ifbench": 38, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 17, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 17, "llmdex_efficiency_score": null, "llmdex_performance_rank": 135, "llmdex_value_rank": 198, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nex-agi/nex-n2-pro:default", "family_id": "nex-agi/nex-n2-pro", "variant_id": "nex-agi/nex-n2-pro:default", "canonical_name": "Nex-N2-Pro", "source_name": "Nex-N2-Pro", "provider": "Nex AGI", "creator": "Nex AGI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "nex-n2-pro", "source_model_url": "https://artificialanalysis.ai/models/nex-n2-pro", "source_rank": 42, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 41, "aa_official_coding_index": 55, "aa_omniscience_index": -28, "aa_context_window_tokens": 262000, "aa_gdpval": 38, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 68, "aa_tau2": 82, "aa_tau3_banking": 17, "aa_lcr": 68, "aa_omniscience_accuracy": 34, "aa_non_hallucination_rate": 5, "aa_hle": 32, "aa_gpqa": 89, "aa_scicode": 42, "aa_ifbench": 66, "aa_critpt": 9, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.5, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.3, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 136, "aa_speed_p5_tokens_per_second": 112, "aa_speed_p25_tokens_per_second": 129, "aa_speed_p75_tokens_per_second": 145, "aa_speed_p95_tokens_per_second": 155, "aa_latency_seconds": 1.76, "aa_latency_first_token_seconds": 16.51, "aa_latency_p5_seconds": 1.24, "aa_latency_p25_seconds": 1.34, "aa_latency_p75_seconds": 1.94, "aa_latency_p95_seconds": 2.13, "aa_total_response_time_seconds": 20.2, "aa_reasoning_time_seconds": 14.75, "llmdex_adjusted_performance": 41, "llmdex_cost_index": 98.7, "llmdex_speed_index": 54.8, "llmdex_coverage_score": 81.2, "llmdex_confidence_factor": 1, "llmdex_composite_index": 61.07, "llmdex_efficiency_score": 61.67, "llmdex_performance_rank": 42, "llmdex_value_rank": 10, "llmdex_efficiency_rank": 24, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nous-research/deephermes-3-llama-3-1-8b:default", "family_id": "nous-research/deephermes-3-llama-3-1-8b", "variant_id": "nous-research/deephermes-3-llama-3-1-8b:default", "canonical_name": "DeepHermes 3 - Llama-3.1 8B", "source_name": "DeepHermes 3 - Llama-3.1 8B", "provider": "Nous Research", "creator": "Nous Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "deephermes-3-llama-3-1-8b", "source_model_url": "https://artificialanalysis.ai/models/deephermes-3-llama-3-1-8b-preview", "source_rank": 247, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 2, "aa_official_coding_index": 9, "aa_omniscience_index": null, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": null, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": null, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": 4, "aa_gpqa": 27, "aa_scicode": 9, "aa_ifbench": null, "aa_critpt": null, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 2, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 18.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 2, "llmdex_efficiency_score": null, "llmdex_performance_rank": 247, "llmdex_value_rank": 248, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nous-research/deephermes-3-mistral-24b:default", "family_id": "nous-research/deephermes-3-mistral-24b", "variant_id": "nous-research/deephermes-3-mistral-24b:default", "canonical_name": "DeepHermes 3 - Mistral 24B", "source_name": "DeepHermes 3 - Mistral 24B", "provider": "Nous Research", "creator": "Nous Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "deephermes-3-mistral-24b", "source_model_url": "https://artificialanalysis.ai/models/deephermes-3-mistral-24b-preview", "source_rank": 218, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 5, "aa_official_coding_index": 23, "aa_omniscience_index": null, "aa_context_window_tokens": 32000, "aa_gdpval": null, "aa_terminalbench_hard": null, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": null, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": 4, "aa_gpqa": 38, "aa_scicode": 23, "aa_ifbench": null, "aa_critpt": null, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 5, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 18.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 5, "llmdex_efficiency_score": null, "llmdex_performance_rank": 218, "llmdex_value_rank": 232, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nous-research/hermes-4-405b:default", "family_id": "nous-research/hermes-4-405b", "variant_id": "nous-research/hermes-4-405b:default", "canonical_name": "Hermes 4 405B", "source_name": "Hermes 4 405B", "provider": "Nous Research", "creator": "Nous Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "hermes-4-405b", "source_model_url": "https://artificialanalysis.ai/models/hermes-4-llama-3-1-405b", "source_rank": 191, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 35, "aa_omniscience_index": -33, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 10, "aa_terminalbench_v21": null, "aa_tau2": 27, "aa_tau3_banking": null, "aa_lcr": 20, "aa_omniscience_accuracy": 26, "aa_non_hallucination_rate": 20, "aa_hle": 4, "aa_gpqa": 54, "aa_scicode": 35, "aa_ifbench": 35, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1, "aa_output_cost_usd_per_1m": 3, "aa_blended_cost_usd_per_1m": 1.8, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 40, "aa_speed_p5_tokens_per_second": 29, "aa_speed_p25_tokens_per_second": 34, "aa_speed_p75_tokens_per_second": 44, "aa_speed_p95_tokens_per_second": 46, "aa_latency_seconds": 2.36, "aa_latency_first_token_seconds": 2.36, "aa_latency_p5_seconds": 2.29, "aa_latency_p25_seconds": 2.33, "aa_latency_p75_seconds": 2.48, "aa_latency_p95_seconds": 3.53, "aa_total_response_time_seconds": 14.71, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": 98.2, "llmdex_speed_index": 42.2, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 42.4, "llmdex_efficiency_score": 15.28, "llmdex_performance_rank": 191, "llmdex_value_rank": 153, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nous-research/hermes-4-405b:reasoning", "family_id": "nous-research/hermes-4-405b", "variant_id": "nous-research/hermes-4-405b:reasoning", "canonical_name": "Hermes 4 405B (reasoning)", "source_name": "Hermes 4 405B (reasoning)", "provider": "Nous Research", "creator": "Nous Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "hermes-4-405b-reasoning", "source_model_url": "https://artificialanalysis.ai/models/hermes-4-llama-3-1-405b-reasoning", "source_rank": 184, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 25, "aa_omniscience_index": -36, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 11, "aa_terminalbench_v21": null, "aa_tau2": 22, "aa_tau3_banking": null, "aa_lcr": 21, "aa_omniscience_accuracy": 30, "aa_non_hallucination_rate": 5, "aa_hle": 10, "aa_gpqa": 73, "aa_scicode": 25, "aa_ifbench": 33, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1, "aa_output_cost_usd_per_1m": 3, "aa_blended_cost_usd_per_1m": 1.8, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 39, "aa_speed_p5_tokens_per_second": 27, "aa_speed_p25_tokens_per_second": 36, "aa_speed_p75_tokens_per_second": 43, "aa_speed_p95_tokens_per_second": 45, "aa_latency_seconds": 2.37, "aa_latency_first_token_seconds": 53.84, "aa_latency_p5_seconds": 2.28, "aa_latency_p25_seconds": 2.34, "aa_latency_p75_seconds": 2.48, "aa_latency_p95_seconds": 2.98, "aa_total_response_time_seconds": 66.71, "aa_reasoning_time_seconds": 51.47, "llmdex_adjusted_performance": 9, "llmdex_cost_index": 98.2, "llmdex_speed_index": 42.05, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 42.37, "llmdex_efficiency_score": 15.28, "llmdex_performance_rank": 184, "llmdex_value_rank": 155, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nous-research/hermes-4-70b:default", "family_id": "nous-research/hermes-4-70b", "variant_id": "nous-research/hermes-4-70b:default", "canonical_name": "Hermes 4 70B", "source_name": "Hermes 4 70B", "provider": "Nous Research", "creator": "Nous Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "hermes-4-70b", "source_model_url": "https://artificialanalysis.ai/models/hermes-4-llama-3-1-70b", "source_rank": 205, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 7, "aa_official_coding_index": 28, "aa_omniscience_index": -47, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 22, "aa_tau3_banking": null, "aa_lcr": 2, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 20, "aa_hle": 4, "aa_gpqa": 49, "aa_scicode": 28, "aa_ifbench": 29, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.13, "aa_output_cost_usd_per_1m": 0.4, "aa_blended_cost_usd_per_1m": 0.238, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 94, "aa_speed_p5_tokens_per_second": 73, "aa_speed_p25_tokens_per_second": 91, "aa_speed_p75_tokens_per_second": 100, "aa_speed_p95_tokens_per_second": 108, "aa_latency_seconds": 1.34, "aa_latency_first_token_seconds": 1.34, "aa_latency_p5_seconds": 1.3, "aa_latency_p25_seconds": 1.31, "aa_latency_p75_seconds": 1.37, "aa_latency_p95_seconds": 1.59, "aa_total_response_time_seconds": 6.64, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 7, "llmdex_cost_index": 99.76, "llmdex_speed_index": 52.7, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 43.97, "llmdex_efficiency_score": 59.44, "llmdex_performance_rank": 205, "llmdex_value_rank": 145, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nous-research/hermes-4-70b:reasoning", "family_id": "nous-research/hermes-4-70b", "variant_id": "nous-research/hermes-4-70b:reasoning", "canonical_name": "Hermes 4 70B (reasoning)", "source_name": "Hermes 4 70B (reasoning)", "provider": "Nous Research", "creator": "Nous Research", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "hermes-4-70b-reasoning", "source_model_url": "https://artificialanalysis.ai/models/hermes-4-llama-3-1-70b-reasoning", "source_rank": 176, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 10, "aa_official_coding_index": 34, "aa_omniscience_index": -50, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": null, "aa_tau2": 23, "aa_tau3_banking": null, "aa_lcr": 7, "aa_omniscience_accuracy": 23, "aa_non_hallucination_rate": 5, "aa_hle": 8, "aa_gpqa": 70, "aa_scicode": 34, "aa_ifbench": 31, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.13, "aa_output_cost_usd_per_1m": 0.4, "aa_blended_cost_usd_per_1m": 0.238, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 93, "aa_speed_p5_tokens_per_second": 66, "aa_speed_p25_tokens_per_second": 85, "aa_speed_p75_tokens_per_second": 98, "aa_speed_p95_tokens_per_second": 103, "aa_latency_seconds": 1.37, "aa_latency_first_token_seconds": 22.88, "aa_latency_p5_seconds": 1.3, "aa_latency_p25_seconds": 1.34, "aa_latency_p75_seconds": 1.55, "aa_latency_p95_seconds": 3.93, "aa_total_response_time_seconds": 28.26, "aa_reasoning_time_seconds": 21.51, "llmdex_adjusted_performance": 10, "llmdex_cost_index": 99.76, "llmdex_speed_index": 52.45, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 45.42, "llmdex_efficiency_score": 64.44, "llmdex_performance_rank": 176, "llmdex_value_rank": 136, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/llama-3-1-nemotron-70b:default", "family_id": "nvidia/llama-3-1-nemotron-70b", "variant_id": "nvidia/llama-3-1-nemotron-70b:default", "canonical_name": "Llama 3.1 Nemotron 70B", "source_name": "Llama 3.1 Nemotron 70B", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "llama-3-1-nemotron-70b", "source_model_url": "https://artificialanalysis.ai/models/llama-3-1-nemotron-instruct-70b", "source_rank": 202, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 8, "aa_official_coding_index": 23, "aa_omniscience_index": -41, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": null, "aa_tau2": 23, "aa_tau3_banking": null, "aa_lcr": 7, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 31, "aa_hle": 5, "aa_gpqa": 46, "aa_scicode": 23, "aa_ifbench": 31, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.2, "aa_output_cost_usd_per_1m": 1.2, "aa_blended_cost_usd_per_1m": 1.2, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 82, "aa_speed_p5_tokens_per_second": 25, "aa_speed_p25_tokens_per_second": 57, "aa_speed_p75_tokens_per_second": 103, "aa_speed_p95_tokens_per_second": 129, "aa_latency_seconds": 8.99, "aa_latency_first_token_seconds": 8.99, "aa_latency_p5_seconds": 1.3, "aa_latency_p25_seconds": 3.18, "aa_latency_p75_seconds": 14.68, "aa_latency_p95_seconds": 46, "aa_total_response_time_seconds": 15.06, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 8, "llmdex_cost_index": 98.8, "llmdex_speed_index": 13.25, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 36.29, "llmdex_efficiency_score": 20, "llmdex_performance_rank": 202, "llmdex_value_rank": 183, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/llama-nemotron-super-49b-v1-5:default", "family_id": "nvidia/llama-nemotron-super-49b-v1-5", "variant_id": "nvidia/llama-nemotron-super-49b-v1-5:default", "canonical_name": "Llama Nemotron Super 49B v1.5", "source_name": "Llama Nemotron Super 49B v1.5", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "llama-nemotron-super-49b-v1-5", "source_model_url": "https://artificialanalysis.ai/models/llama-nemotron-super-49b-v1-5", "source_rank": 193, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 24, "aa_omniscience_index": -46, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 4, "aa_terminalbench_v21": null, "aa_tau2": 25, "aa_tau3_banking": null, "aa_lcr": 22, "aa_omniscience_accuracy": 12, "aa_non_hallucination_rate": 34, "aa_hle": 4, "aa_gpqa": 48, "aa_scicode": 24, "aa_ifbench": 33, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.4, "aa_output_cost_usd_per_1m": 0.4, "aa_blended_cost_usd_per_1m": 0.4, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 76, "aa_speed_p5_tokens_per_second": 23, "aa_speed_p25_tokens_per_second": 33, "aa_speed_p75_tokens_per_second": 121, "aa_speed_p95_tokens_per_second": 178, "aa_latency_seconds": 8.21, "aa_latency_first_token_seconds": 8.21, "aa_latency_p5_seconds": 1.71, "aa_latency_p25_seconds": 2.79, "aa_latency_p75_seconds": 19.14, "aa_latency_p95_seconds": 35.04, "aa_total_response_time_seconds": 14.82, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": 99.6, "llmdex_speed_index": 16.55, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 37.69, "llmdex_efficiency_score": 54.44, "llmdex_performance_rank": 193, "llmdex_value_rank": 182, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/llama-nemotron-super-49b-v1-5:reasoning", "family_id": "nvidia/llama-nemotron-super-49b-v1-5", "variant_id": "nvidia/llama-nemotron-super-49b-v1-5:reasoning", "canonical_name": "Llama Nemotron Super 49B v1.5 (reasoning)", "source_name": "Llama Nemotron Super 49B v1.5 (reasoning)", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "llama-nemotron-super-49b-v1-5-reasoning", "source_model_url": "https://artificialanalysis.ai/models/llama-nemotron-super-49b-v1-5-reasoning", "source_rank": 162, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 12, "aa_official_coding_index": 35, "aa_omniscience_index": -46, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": null, "aa_tau2": 28, "aa_tau3_banking": null, "aa_lcr": 34, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 24, "aa_hle": 7, "aa_gpqa": 75, "aa_scicode": 35, "aa_ifbench": 37, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.4, "aa_output_cost_usd_per_1m": 0.4, "aa_blended_cost_usd_per_1m": 0.4, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 72, "aa_speed_p5_tokens_per_second": 22, "aa_speed_p25_tokens_per_second": 41, "aa_speed_p75_tokens_per_second": 116, "aa_speed_p95_tokens_per_second": 165, "aa_latency_seconds": 6.9, "aa_latency_first_token_seconds": 34.65, "aa_latency_p5_seconds": 1.61, "aa_latency_p25_seconds": 2, "aa_latency_p75_seconds": 21.05, "aa_latency_p95_seconds": 33.74, "aa_total_response_time_seconds": 41.59, "aa_reasoning_time_seconds": 27.76, "llmdex_adjusted_performance": 12, "llmdex_cost_index": 99.6, "llmdex_speed_index": 22.7, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 40.42, "llmdex_efficiency_score": 60, "llmdex_performance_rank": 162, "llmdex_value_rank": 171, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/llama-nemotron-ultra:reasoning", "family_id": "nvidia/llama-nemotron-ultra", "variant_id": "nvidia/llama-nemotron-ultra:reasoning", "canonical_name": "Llama Nemotron Ultra (reasoning)", "source_name": "Llama Nemotron Ultra (reasoning)", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "llama-nemotron-ultra-reasoning", "source_model_url": "https://artificialanalysis.ai/models/llama-3-1-nemotron-ultra-253b-v1-reasoning", "source_rank": 182, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 35, "aa_omniscience_index": -46, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 11, "aa_tau3_banking": null, "aa_lcr": 7, "aa_omniscience_accuracy": 20, "aa_non_hallucination_rate": 18, "aa_hle": 8, "aa_gpqa": 73, "aa_scicode": 35, "aa_ifbench": 38, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.6, "aa_output_cost_usd_per_1m": 1.8, "aa_blended_cost_usd_per_1m": 1.08, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 53, "aa_speed_p5_tokens_per_second": 46, "aa_speed_p25_tokens_per_second": 53, "aa_speed_p75_tokens_per_second": 53, "aa_speed_p95_tokens_per_second": 55, "aa_latency_seconds": 2.32, "aa_latency_first_token_seconds": 40.13, "aa_latency_p5_seconds": 2.27, "aa_latency_p25_seconds": 2.28, "aa_latency_p75_seconds": 2.37, "aa_latency_p95_seconds": 2.73, "aa_total_response_time_seconds": 49.58, "aa_reasoning_time_seconds": 37.8, "llmdex_adjusted_performance": 9, "llmdex_cost_index": 98.92, "llmdex_speed_index": 43.7, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 42.92, "llmdex_efficiency_score": 25.56, "llmdex_performance_rank": 182, "llmdex_value_rank": 150, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:reasoning", "family_id": "nvidia/nemotron-3-nano-omni-30b-a3b-reasoning", "variant_id": "nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:reasoning", "canonical_name": "Nemotron 3 Nano Omni 30B A3B Reasoning", "source_name": "Nemotron 3 Nano Omni 30B A3B Reasoning", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "nemotron-3-nano-omni-30b-a3b-reasoning", "source_model_url": "https://artificialanalysis.ai/models/nemotron-3-nano-omni-30b-a3b", "source_rank": 145, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 15, "aa_official_coding_index": 17.5, "aa_omniscience_index": -56, "aa_context_window_tokens": 256000, "aa_gdpval": 0, "aa_terminalbench_hard": 8, "aa_terminalbench_v21": 7, "aa_tau2": 45, "aa_tau3_banking": null, "aa_lcr": 36, "aa_omniscience_accuracy": 15, "aa_non_hallucination_rate": 17, "aa_hle": 5, "aa_gpqa": 47, "aa_scicode": 28, "aa_ifbench": 63, "aa_critpt": 0, "aa_mmmu_pro": 53, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.07, "aa_output_cost_usd_per_1m": 0.3, "aa_blended_cost_usd_per_1m": 0.162, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 314, "aa_speed_p5_tokens_per_second": 287, "aa_speed_p25_tokens_per_second": 300, "aa_speed_p75_tokens_per_second": 326, "aa_speed_p95_tokens_per_second": 337, "aa_latency_seconds": 0.97, "aa_latency_first_token_seconds": 7.34, "aa_latency_p5_seconds": 0.93, "aa_latency_p25_seconds": 0.94, "aa_latency_p75_seconds": 1.04, "aa_latency_p95_seconds": 1.97, "aa_total_response_time_seconds": 8.94, "aa_reasoning_time_seconds": 6.38, "llmdex_adjusted_performance": 15, "llmdex_cost_index": 99.84, "llmdex_speed_index": 76.55, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 52.76, "llmdex_efficiency_score": 80, "llmdex_performance_rank": 145, "llmdex_value_rank": 82, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/nemotron-3-ultra:default", "family_id": "nvidia/nemotron-3-ultra", "variant_id": "nvidia/nemotron-3-ultra:default", "canonical_name": "Nemotron 3 Ultra", "source_name": "Nemotron 3 Ultra", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "nemotron-3-ultra", "source_model_url": "https://artificialanalysis.ai/models/nvidia-nemotron-3-ultra-550b-a55b", "source_rank": 51, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 38, "aa_official_coding_index": 47, "aa_omniscience_index": -1, "aa_context_window_tokens": 262000, "aa_gdpval": 33, "aa_terminalbench_hard": 36, "aa_terminalbench_v21": 54, "aa_tau2": 83, "aa_tau3_banking": 14, "aa_lcr": 67, "aa_omniscience_accuracy": 22, "aa_non_hallucination_rate": 71, "aa_hle": 27, "aa_gpqa": 87, "aa_scicode": 40, "aa_ifbench": 81, "aa_critpt": 3, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.68, "aa_output_cost_usd_per_1m": 2.67, "aa_blended_cost_usd_per_1m": 1.476, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 182, "aa_speed_p5_tokens_per_second": 44, "aa_speed_p25_tokens_per_second": 80, "aa_speed_p75_tokens_per_second": 355, "aa_speed_p95_tokens_per_second": 486, "aa_latency_seconds": 1.2, "aa_latency_first_token_seconds": 13.7, "aa_latency_p5_seconds": 0.65, "aa_latency_p25_seconds": 1.05, "aa_latency_p75_seconds": 2.37, "aa_latency_p95_seconds": 10.85, "aa_total_response_time_seconds": 16.44, "aa_reasoning_time_seconds": 12.5, "llmdex_adjusted_performance": 38, "llmdex_cost_index": 98.52, "llmdex_speed_index": 62.2, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 61, "llmdex_efficiency_score": 56.67, "llmdex_performance_rank": 51, "llmdex_value_rank": 12, "llmdex_efficiency_rank": 28, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/nemotron-cascade-2-30b-a3b:default", "family_id": "nvidia/nemotron-cascade-2-30b-a3b", "variant_id": "nvidia/nemotron-cascade-2-30b-a3b:default", "canonical_name": "Nemotron Cascade 2 30B A3B", "source_name": "Nemotron Cascade 2 30B A3B", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "nemotron-cascade-2-30b-a3b", "source_model_url": "https://artificialanalysis.ai/models/nemotron-cascade-2-30b-a3b", "source_rank": 131, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 18, "aa_official_coding_index": 28, "aa_omniscience_index": -52, "aa_context_window_tokens": 1000000, "aa_gdpval": 0, "aa_terminalbench_hard": 21, "aa_terminalbench_v21": 21, "aa_tau2": 53, "aa_tau3_banking": 10, "aa_lcr": 34, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 15, "aa_hle": 11, "aa_gpqa": 76, "aa_scicode": 35, "aa_ifbench": 80, "aa_critpt": 1, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 18, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 18, "llmdex_efficiency_score": null, "llmdex_performance_rank": 131, "llmdex_value_rank": 197, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/nvidia-nemotron-3-nano-4b:default", "family_id": "nvidia/nvidia-nemotron-3-nano-4b", "variant_id": "nvidia/nvidia-nemotron-3-nano-4b:default", "canonical_name": "NVIDIA Nemotron 3 Nano 4B", "source_name": "NVIDIA Nemotron 3 Nano 4B", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "nvidia-nemotron-3-nano-4b", "source_model_url": "https://artificialanalysis.ai/models/nvidia-nemotron-3-nano-4b", "source_rank": 192, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 10, "aa_omniscience_index": -72, "aa_context_window_tokens": 262000, "aa_gdpval": 0, "aa_terminalbench_hard": 7, "aa_terminalbench_v21": 4, "aa_tau2": 28, "aa_tau3_banking": 7, "aa_lcr": 17, "aa_omniscience_accuracy": 9, "aa_non_hallucination_rate": 11, "aa_hle": 5, "aa_gpqa": 51, "aa_scicode": 16, "aa_ifbench": 58, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 9, "llmdex_efficiency_score": null, "llmdex_performance_rank": 192, "llmdex_value_rank": 221, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/nvidia-nemotron-3-nano:default", "family_id": "nvidia/nvidia-nemotron-3-nano", "variant_id": "nvidia/nvidia-nemotron-3-nano:default", "canonical_name": "NVIDIA Nemotron 3 Nano", "source_name": "NVIDIA Nemotron 3 Nano", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "nvidia-nemotron-3-nano", "source_model_url": "https://artificialanalysis.ai/models/nvidia-nemotron-3-nano-30b-a3b", "source_rank": 203, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 7, "aa_official_coding_index": 23, "aa_omniscience_index": -69, "aa_context_window_tokens": 1000000, "aa_gdpval": 0, "aa_terminalbench_hard": 12, "aa_terminalbench_v21": null, "aa_tau2": 25, "aa_tau3_banking": null, "aa_lcr": 7, "aa_omniscience_accuracy": 11, "aa_non_hallucination_rate": 9, "aa_hle": 5, "aa_gpqa": 40, "aa_scicode": 23, "aa_ifbench": 37, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.05, "aa_output_cost_usd_per_1m": 0.2, "aa_blended_cost_usd_per_1m": 0.11, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 124, "aa_speed_p5_tokens_per_second": 49, "aa_speed_p25_tokens_per_second": 86, "aa_speed_p75_tokens_per_second": 226, "aa_speed_p95_tokens_per_second": 310, "aa_latency_seconds": 0.66, "aa_latency_first_token_seconds": 0.66, "aa_latency_p5_seconds": 0.33, "aa_latency_p25_seconds": 0.46, "aa_latency_p75_seconds": 1.13, "aa_latency_p95_seconds": 2.5, "aa_total_response_time_seconds": 4.69, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 7, "llmdex_cost_index": 99.89, "llmdex_speed_index": 59.1, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 45.29, "llmdex_efficiency_score": 74.17, "llmdex_performance_rank": 203, "llmdex_value_rank": 137, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/nvidia-nemotron-3-nano:reasoning", "family_id": "nvidia/nvidia-nemotron-3-nano", "variant_id": "nvidia/nvidia-nemotron-3-nano:reasoning", "canonical_name": "NVIDIA Nemotron 3 Nano (reasoning)", "source_name": "NVIDIA Nemotron 3 Nano (reasoning)", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "nvidia-nemotron-3-nano-reasoning", "source_model_url": "https://artificialanalysis.ai/models/nvidia-nemotron-3-nano-30b-a3b-reasoning", "source_rank": 152, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 14, "aa_official_coding_index": 18.5, "aa_omniscience_index": -52, "aa_context_window_tokens": 1000000, "aa_gdpval": 0, "aa_terminalbench_hard": 14, "aa_terminalbench_v21": 7, "aa_tau2": 41, "aa_tau3_banking": 6, "aa_lcr": 34, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 17, "aa_hle": 10, "aa_gpqa": 76, "aa_scicode": 30, "aa_ifbench": 71, "aa_critpt": 1, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.05, "aa_output_cost_usd_per_1m": 0.2, "aa_blended_cost_usd_per_1m": 0.11, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 117, "aa_speed_p5_tokens_per_second": 35, "aa_speed_p25_tokens_per_second": 73, "aa_speed_p75_tokens_per_second": 222, "aa_speed_p95_tokens_per_second": 280, "aa_latency_seconds": 1.4, "aa_latency_first_token_seconds": 18.54, "aa_latency_p5_seconds": 0.95, "aa_latency_p25_seconds": 1.02, "aa_latency_p75_seconds": 8.09, "aa_latency_p95_seconds": 30.89, "aa_total_response_time_seconds": 22.82, "aa_reasoning_time_seconds": 17.14, "llmdex_adjusted_performance": 14, "llmdex_cost_index": 99.89, "llmdex_speed_index": 54.7, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 47.91, "llmdex_efficiency_score": 83.89, "llmdex_performance_rank": 152, "llmdex_value_rank": 117, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/nvidia-nemotron-3-super:default", "family_id": "nvidia/nvidia-nemotron-3-super", "variant_id": "nvidia/nvidia-nemotron-3-super:default", "canonical_name": "NVIDIA Nemotron 3 Super", "source_name": "NVIDIA Nemotron 3 Super", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "nvidia-nemotron-3-super", "source_model_url": "https://artificialanalysis.ai/models/nvidia-nemotron-3-super-120b-a12b", "source_rank": 96, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 25, "aa_official_coding_index": 37.5, "aa_omniscience_index": -42, "aa_context_window_tokens": 1000000, "aa_gdpval": 10, "aa_terminalbench_hard": 29, "aa_terminalbench_v21": 39, "aa_tau2": 68, "aa_tau3_banking": 10, "aa_lcr": 60, "aa_omniscience_accuracy": 24, "aa_non_hallucination_rate": 13, "aa_hle": 19, "aa_gpqa": 80, "aa_scicode": 36, "aa_ifbench": 71, "aa_critpt": 3, "aa_mmmu_pro": null, "aa_apex_agents": 2, "aa_itbench": 1, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.25, "aa_output_cost_usd_per_1m": 0.78, "aa_blended_cost_usd_per_1m": 0.462, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 249, "aa_speed_p5_tokens_per_second": 121, "aa_speed_p25_tokens_per_second": 141, "aa_speed_p75_tokens_per_second": 363, "aa_speed_p95_tokens_per_second": 440, "aa_latency_seconds": 1.4, "aa_latency_first_token_seconds": 9.43, "aa_latency_p5_seconds": 0.91, "aa_latency_p25_seconds": 0.97, "aa_latency_p75_seconds": 1.74, "aa_latency_p95_seconds": 2.02, "aa_total_response_time_seconds": 11.43, "aa_reasoning_time_seconds": 8.02, "llmdex_adjusted_performance": 25, "llmdex_cost_index": 99.54, "llmdex_speed_index": 67.9, "llmdex_coverage_score": 90.6, "llmdex_confidence_factor": 1, "llmdex_composite_index": 55.94, "llmdex_efficiency_score": 70, "llmdex_performance_rank": 96, "llmdex_value_rank": 56, "llmdex_efficiency_rank": 16, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/nvidia-nemotron-nano-12b-v2-vl:default", "family_id": "nvidia/nvidia-nemotron-nano-12b-v2-vl", "variant_id": "nvidia/nvidia-nemotron-nano-12b-v2-vl:default", "canonical_name": "NVIDIA Nemotron Nano 12B v2 VL", "source_name": "NVIDIA Nemotron Nano 12B v2 VL", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "nvidia-nemotron-nano-12b-v2-vl", "source_model_url": "https://artificialanalysis.ai/models/nvidia-nemotron-nano-12b-v2-vl", "source_rank": 226, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 5, "aa_official_coding_index": 18, "aa_omniscience_index": -73, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 19, "aa_tau3_banking": null, "aa_lcr": 17, "aa_omniscience_accuracy": 11, "aa_non_hallucination_rate": 5, "aa_hle": 4, "aa_gpqa": 44, "aa_scicode": 18, "aa_ifbench": 26, "aa_critpt": 0, "aa_mmmu_pro": 45, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.2, "aa_output_cost_usd_per_1m": 0.6, "aa_blended_cost_usd_per_1m": 0.36, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 172, "aa_speed_p5_tokens_per_second": 32, "aa_speed_p25_tokens_per_second": 90, "aa_speed_p75_tokens_per_second": 204, "aa_speed_p95_tokens_per_second": 213, "aa_latency_seconds": 2.21, "aa_latency_first_token_seconds": 2.21, "aa_latency_p5_seconds": 1.09, "aa_latency_p25_seconds": 1.17, "aa_latency_p75_seconds": 6.55, "aa_latency_p95_seconds": 26.67, "aa_total_response_time_seconds": 5.12, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 5, "llmdex_cost_index": 99.64, "llmdex_speed_index": 56.15, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 43.62, "llmdex_efficiency_score": 36.67, "llmdex_performance_rank": 226, "llmdex_value_rank": 147, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/nvidia-nemotron-nano-12b-v2-vl:reasoning", "family_id": "nvidia/nvidia-nemotron-nano-12b-v2-vl", "variant_id": "nvidia/nvidia-nemotron-nano-12b-v2-vl:reasoning", "canonical_name": "NVIDIA Nemotron Nano 12B v2 VL (reasoning)", "source_name": "NVIDIA Nemotron Nano 12B v2 VL (reasoning)", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "nvidia-nemotron-nano-12b-v2-vl-reasoning", "source_model_url": "https://artificialanalysis.ai/models/nvidia-nemotron-nano-12b-v2-vl-reasoning", "source_rank": 186, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 26, "aa_omniscience_index": -64, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": null, "aa_tau2": 21, "aa_tau3_banking": null, "aa_lcr": 40, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 9, "aa_hle": 5, "aa_gpqa": 57, "aa_scicode": 26, "aa_ifbench": 32, "aa_critpt": 0, "aa_mmmu_pro": 53, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.2, "aa_output_cost_usd_per_1m": 0.6, "aa_blended_cost_usd_per_1m": 0.36, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 65, "aa_speed_p5_tokens_per_second": 31, "aa_speed_p25_tokens_per_second": 49, "aa_speed_p75_tokens_per_second": 115, "aa_speed_p95_tokens_per_second": 178, "aa_latency_seconds": 5.53, "aa_latency_first_token_seconds": 36.24, "aa_latency_p5_seconds": 1.6, "aa_latency_p25_seconds": 2.13, "aa_latency_p75_seconds": 13.54, "aa_latency_p95_seconds": 28.25, "aa_total_response_time_seconds": 43.92, "aa_reasoning_time_seconds": 30.71, "llmdex_adjusted_performance": 9, "llmdex_cost_index": 99.64, "llmdex_speed_index": 28.85, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 40.16, "llmdex_efficiency_score": 55, "llmdex_performance_rank": 186, "llmdex_value_rank": 172, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/nvidia-nemotron-nano-9b-v2:default", "family_id": "nvidia/nvidia-nemotron-nano-9b-v2", "variant_id": "nvidia/nvidia-nemotron-nano-9b-v2:default", "canonical_name": "NVIDIA Nemotron Nano 9B V2", "source_name": "NVIDIA Nemotron Nano 9B V2", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "nvidia-nemotron-nano-9b-v2", "source_model_url": "https://artificialanalysis.ai/models/nvidia-nemotron-nano-9b-v2", "source_rank": 204, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 7, "aa_official_coding_index": 21, "aa_omniscience_index": -57, "aa_context_window_tokens": 131000, "aa_gdpval": null, "aa_terminalbench_hard": 1, "aa_terminalbench_v21": null, "aa_tau2": 23, "aa_tau3_banking": null, "aa_lcr": 23, "aa_omniscience_accuracy": 10, "aa_non_hallucination_rate": 26, "aa_hle": 4, "aa_gpqa": 56, "aa_scicode": 21, "aa_ifbench": 27, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.05, "aa_output_cost_usd_per_1m": 0.2, "aa_blended_cost_usd_per_1m": 0.11, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 155, "aa_speed_p5_tokens_per_second": 59, "aa_speed_p25_tokens_per_second": 89, "aa_speed_p75_tokens_per_second": 169, "aa_speed_p95_tokens_per_second": 178, "aa_latency_seconds": 1.66, "aa_latency_first_token_seconds": 1.66, "aa_latency_p5_seconds": 1.08, "aa_latency_p25_seconds": 1.15, "aa_latency_p75_seconds": 9.54, "aa_latency_p95_seconds": 20.36, "aa_total_response_time_seconds": 4.89, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 7, "llmdex_cost_index": 99.89, "llmdex_speed_index": 57.2, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 44.91, "llmdex_efficiency_score": 74.17, "llmdex_performance_rank": 204, "llmdex_value_rank": 140, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "nvidia/nvidia-nemotron-nano-9b-v2:reasoning", "family_id": "nvidia/nvidia-nemotron-nano-9b-v2", "variant_id": "nvidia/nvidia-nemotron-nano-9b-v2:reasoning", "canonical_name": "NVIDIA Nemotron Nano 9B V2 (reasoning)", "source_name": "NVIDIA Nemotron Nano 9B V2 (reasoning)", "provider": "NVIDIA", "creator": "NVIDIA", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "nvidia-nemotron-nano-9b-v2-reasoning", "source_model_url": "https://artificialanalysis.ai/models/nvidia-nemotron-nano-9b-v2-reasoning", "source_rank": 190, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 22, "aa_omniscience_index": -43, "aa_context_window_tokens": 131000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 22, "aa_tau3_banking": null, "aa_lcr": 21, "aa_omniscience_accuracy": 11, "aa_non_hallucination_rate": 39, "aa_hle": 5, "aa_gpqa": 57, "aa_scicode": 22, "aa_ifbench": 28, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.04, "aa_output_cost_usd_per_1m": 0.16, "aa_blended_cost_usd_per_1m": 0.088, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 86, "aa_speed_p5_tokens_per_second": 52, "aa_speed_p25_tokens_per_second": 74, "aa_speed_p75_tokens_per_second": 124, "aa_speed_p95_tokens_per_second": 144, "aa_latency_seconds": 7.34, "aa_latency_first_token_seconds": 30.69, "aa_latency_p5_seconds": 1.71, "aa_latency_p25_seconds": 3.95, "aa_latency_p75_seconds": 13.75, "aa_latency_p95_seconds": 31.73, "aa_total_response_time_seconds": 36.52, "aa_reasoning_time_seconds": 23.35, "llmdex_adjusted_performance": 9, "llmdex_cost_index": 99.91, "llmdex_speed_index": 21.9, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 38.85, "llmdex_efficiency_score": 81.11, "llmdex_performance_rank": 190, "llmdex_value_rank": 177, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-3-codex:xhigh", "family_id": "openai/gpt-5-3-codex", "variant_id": "openai/gpt-5-3-codex:xhigh", "canonical_name": "GPT-5.3 Codex (xhigh)", "source_name": "GPT-5.3 Codex (xhigh)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gpt-5-3-codex-xhigh", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-3-codex", "source_rank": 32, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 44, "aa_official_coding_index": 53, "aa_omniscience_index": 10, "aa_context_window_tokens": 400000, "aa_gdpval": null, "aa_terminalbench_hard": 53, "aa_terminalbench_v21": null, "aa_tau2": 86, "aa_tau3_banking": null, "aa_lcr": 74, "aa_omniscience_accuracy": 52, "aa_non_hallucination_rate": 13, "aa_hle": 40, "aa_gpqa": 92, "aa_scicode": 53, "aa_ifbench": 75, "aa_critpt": 17, "aa_mmmu_pro": 78, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.75, "aa_output_cost_usd_per_1m": 14, "aa_blended_cost_usd_per_1m": 6.65, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 134, "aa_speed_p5_tokens_per_second": 84, "aa_speed_p25_tokens_per_second": 99, "aa_speed_p75_tokens_per_second": 152, "aa_speed_p95_tokens_per_second": 180, "aa_latency_seconds": 66.05, "aa_latency_first_token_seconds": 66.05, "aa_latency_p5_seconds": 36.06, "aa_latency_p25_seconds": 51.89, "aa_latency_p75_seconds": 88.28, "aa_latency_p95_seconds": 151.6, "aa_total_response_time_seconds": 69.79, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 44, "llmdex_cost_index": 93.35, "llmdex_speed_index": 13.4, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 52.68, "llmdex_efficiency_score": 19.44, "llmdex_performance_rank": 32, "llmdex_value_rank": 83, "llmdex_efficiency_rank": 67, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-5-instant-june-2026:default", "family_id": "openai/gpt-5-5-instant-june-2026", "variant_id": "openai/gpt-5-5-instant-june-2026:default", "canonical_name": "GPT-5.5 Instant (June 2026)", "source_name": "GPT-5.5 Instant (June 2026)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gpt-5-5-instant-june-2026", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-5-instant-06-26", "source_rank": 83, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 29, "aa_official_coding_index": 42, "aa_omniscience_index": 3, "aa_context_window_tokens": 400000, "aa_gdpval": 11, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 35, "aa_tau2": null, "aa_tau3_banking": 12, "aa_lcr": 64, "aa_omniscience_accuracy": 44, "aa_non_hallucination_rate": 27, "aa_hle": 19, "aa_gpqa": 82, "aa_scicode": 49, "aa_ifbench": null, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 30, "aa_blended_cost_usd_per_1m": 15, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 29, "llmdex_cost_index": 85, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 50, "llmdex_efficiency_score": 2.78, "llmdex_performance_rank": 83, "llmdex_value_rank": 106, "llmdex_efficiency_rank": 88, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-5-pro:xhigh", "family_id": "openai/gpt-5-5-pro", "variant_id": "openai/gpt-5-5-pro:xhigh", "canonical_name": "GPT-5.5 Pro (xhigh)", "source_name": "GPT-5.5 Pro (xhigh)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gpt-5-5-pro-xhigh", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-5-pro", "source_rank": 262, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": null, "aa_official_coding_index": null, "aa_omniscience_index": null, "aa_context_window_tokens": 922000, "aa_gdpval": null, "aa_terminalbench_hard": null, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": null, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": null, "aa_gpqa": null, "aa_scicode": null, "aa_ifbench": null, "aa_critpt": 31, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": null, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 6.2, "llmdex_confidence_factor": 0.25, "llmdex_composite_index": null, "llmdex_efficiency_score": null, "llmdex_performance_rank": null, "llmdex_value_rank": null, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 1 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-luna:high", "family_id": "openai/gpt-5-6-luna", "variant_id": "openai/gpt-5-6-luna:high", "canonical_name": "GPT-5.6 Luna (high)", "source_name": "GPT-5.6 Luna (high)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-luna-high", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-luna-high", "source_rank": 26, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 46, "aa_official_coding_index": 60.5, "aa_omniscience_index": -12, "aa_context_window_tokens": 1000000, "aa_gdpval": 48, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 70, "aa_tau2": null, "aa_tau3_banking": 22, "aa_lcr": 69, "aa_omniscience_accuracy": 41, "aa_non_hallucination_rate": 10, "aa_hle": 32, "aa_gpqa": 89, "aa_scicode": 51, "aa_ifbench": null, "aa_critpt": 17, "aa_mmmu_pro": 78, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1, "aa_output_cost_usd_per_1m": 6, "aa_blended_cost_usd_per_1m": 3, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 172, "aa_speed_p5_tokens_per_second": 134, "aa_speed_p25_tokens_per_second": 144, "aa_speed_p75_tokens_per_second": 200, "aa_speed_p95_tokens_per_second": 229, "aa_latency_seconds": 11.26, "aa_latency_first_token_seconds": 11.26, "aa_latency_p5_seconds": 4.37, "aa_latency_p25_seconds": 6.96, "aa_latency_p75_seconds": 26.41, "aa_latency_p95_seconds": 43.79, "aa_total_response_time_seconds": 14.16, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 46, "llmdex_cost_index": 97, "llmdex_speed_index": 17.2, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 55.54, "llmdex_efficiency_score": 41.67, "llmdex_performance_rank": 26, "llmdex_value_rank": 59, "llmdex_efficiency_rank": 44, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-luna:low", "family_id": "openai/gpt-5-6-luna", "variant_id": "openai/gpt-5-6-luna:low", "canonical_name": "GPT-5.6 Luna (low)", "source_name": "GPT-5.6 Luna (low)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-luna-low", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-luna-low", "source_rank": 69, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 33, "aa_official_coding_index": 44.5, "aa_omniscience_index": -15, "aa_context_window_tokens": 1000000, "aa_gdpval": 33, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 43, "aa_tau2": null, "aa_tau3_banking": 12, "aa_lcr": 59, "aa_omniscience_accuracy": 39, "aa_non_hallucination_rate": 12, "aa_hle": 19, "aa_gpqa": 84, "aa_scicode": 46, "aa_ifbench": null, "aa_critpt": 3, "aa_mmmu_pro": 74, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1, "aa_output_cost_usd_per_1m": 6, "aa_blended_cost_usd_per_1m": 3, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 160, "aa_speed_p5_tokens_per_second": 120, "aa_speed_p25_tokens_per_second": 141, "aa_speed_p75_tokens_per_second": 178, "aa_speed_p95_tokens_per_second": 230, "aa_latency_seconds": 1.55, "aa_latency_first_token_seconds": 1.55, "aa_latency_p5_seconds": 1.15, "aa_latency_p25_seconds": 1.29, "aa_latency_p75_seconds": 1.98, "aa_latency_p95_seconds": 3.73, "aa_total_response_time_seconds": 4.68, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 33, "llmdex_cost_index": 97, "llmdex_speed_index": 58.25, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 57.25, "llmdex_efficiency_score": 31.67, "llmdex_performance_rank": 69, "llmdex_value_rank": 36, "llmdex_efficiency_rank": 54, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-luna:max", "family_id": "openai/gpt-5-6-luna", "variant_id": "openai/gpt-5-6-luna:max", "canonical_name": "GPT-5.6 Luna (max)", "source_name": "GPT-5.6 Luna (max)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gpt-5-6-luna-max", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-luna", "source_rank": 16, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 51, "aa_official_coding_index": 67, "aa_omniscience_index": -11, "aa_context_window_tokens": 1000000, "aa_gdpval": 54, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 81, "aa_tau2": null, "aa_tau3_banking": 27, "aa_lcr": 74, "aa_omniscience_accuracy": 42, "aa_non_hallucination_rate": 10, "aa_hle": 37, "aa_gpqa": 91, "aa_scicode": 53, "aa_ifbench": null, "aa_critpt": 21, "aa_mmmu_pro": 79, "aa_apex_agents": 36, "aa_itbench": 40, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1, "aa_output_cost_usd_per_1m": 6, "aa_blended_cost_usd_per_1m": 3, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 188, "aa_speed_p5_tokens_per_second": 153, "aa_speed_p25_tokens_per_second": 164, "aa_speed_p75_tokens_per_second": 212, "aa_speed_p95_tokens_per_second": 302, "aa_latency_seconds": 139.35, "aa_latency_first_token_seconds": 139.35, "aa_latency_p5_seconds": 76.46, "aa_latency_p25_seconds": 104.87, "aa_latency_p75_seconds": 162.09, "aa_latency_p95_seconds": 231.43, "aa_total_response_time_seconds": 142, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 51, "llmdex_cost_index": 97, "llmdex_speed_index": 18.8, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 58.36, "llmdex_efficiency_score": 44.44, "llmdex_performance_rank": 16, "llmdex_value_rank": 26, "llmdex_efficiency_rank": 40, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-luna:medium", "family_id": "openai/gpt-5-6-luna", "variant_id": "openai/gpt-5-6-luna:medium", "canonical_name": "GPT-5.6 Luna (medium)", "source_name": "GPT-5.6 Luna (medium)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-luna-medium", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-luna-medium", "source_rank": 50, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 38, "aa_official_coding_index": 49.5, "aa_omniscience_index": -14, "aa_context_window_tokens": 1000000, "aa_gdpval": 39, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 53, "aa_tau2": null, "aa_tau3_banking": 15, "aa_lcr": 66, "aa_omniscience_accuracy": 40, "aa_non_hallucination_rate": 11, "aa_hle": 24, "aa_gpqa": 86, "aa_scicode": 46, "aa_ifbench": null, "aa_critpt": 5, "aa_mmmu_pro": 76, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1, "aa_output_cost_usd_per_1m": 6, "aa_blended_cost_usd_per_1m": 3, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 167, "aa_speed_p5_tokens_per_second": 122, "aa_speed_p25_tokens_per_second": 151, "aa_speed_p75_tokens_per_second": 219, "aa_speed_p95_tokens_per_second": 246, "aa_latency_seconds": 3.4, "aa_latency_first_token_seconds": 3.4, "aa_latency_p5_seconds": 1.53, "aa_latency_p25_seconds": 1.6, "aa_latency_p75_seconds": 3.98, "aa_latency_p95_seconds": 5.84, "aa_total_response_time_seconds": 6.39, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 38, "llmdex_cost_index": 97, "llmdex_speed_index": 49.7, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 58.04, "llmdex_efficiency_score": 33.89, "llmdex_performance_rank": 50, "llmdex_value_rank": 28, "llmdex_efficiency_rank": 51, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-luna:non-reasoning", "family_id": "openai/gpt-5-6-luna", "variant_id": "openai/gpt-5-6-luna:non-reasoning", "canonical_name": "GPT-5.6 Luna (Non-reasoning)", "source_name": "GPT-5.6 Luna (Non-reasoning)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-luna-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-luna-non-reasoning", "source_rank": 89, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 27, "aa_official_coding_index": 39.5, "aa_omniscience_index": -25, "aa_context_window_tokens": 1000000, "aa_gdpval": 29, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 39, "aa_tau2": null, "aa_tau3_banking": 9, "aa_lcr": 36, "aa_omniscience_accuracy": 28, "aa_non_hallucination_rate": 27, "aa_hle": 7, "aa_gpqa": 65, "aa_scicode": 40, "aa_ifbench": null, "aa_critpt": 0, "aa_mmmu_pro": 60, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1, "aa_output_cost_usd_per_1m": 6, "aa_blended_cost_usd_per_1m": 3, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 165, "aa_speed_p5_tokens_per_second": 134, "aa_speed_p25_tokens_per_second": 149, "aa_speed_p75_tokens_per_second": 214, "aa_speed_p95_tokens_per_second": 229, "aa_latency_seconds": 0.7, "aa_latency_first_token_seconds": 0.7, "aa_latency_p5_seconds": 0.54, "aa_latency_p25_seconds": 0.63, "aa_latency_p75_seconds": 0.81, "aa_latency_p95_seconds": 3.39, "aa_total_response_time_seconds": 3.72, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 27, "llmdex_cost_index": 97, "llmdex_speed_index": 63, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 55.2, "llmdex_efficiency_score": 26.67, "llmdex_performance_rank": 89, "llmdex_value_rank": 65, "llmdex_efficiency_rank": 58, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-luna:xhigh", "family_id": "openai/gpt-5-6-luna", "variant_id": "openai/gpt-5-6-luna:xhigh", "canonical_name": "GPT-5.6 Luna (xhigh)", "source_name": "GPT-5.6 Luna (xhigh)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-luna-xhigh", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-luna-xhigh", "source_rank": 23, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 49, "aa_official_coding_index": 64, "aa_omniscience_index": -12, "aa_context_window_tokens": 1000000, "aa_gdpval": 51, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 78, "aa_tau2": null, "aa_tau3_banking": 24, "aa_lcr": 70, "aa_omniscience_accuracy": 41, "aa_non_hallucination_rate": 10, "aa_hle": 36, "aa_gpqa": 89, "aa_scicode": 50, "aa_ifbench": null, "aa_critpt": 21, "aa_mmmu_pro": 79, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1, "aa_output_cost_usd_per_1m": 6, "aa_blended_cost_usd_per_1m": 3, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 168, "aa_speed_p5_tokens_per_second": 127, "aa_speed_p25_tokens_per_second": 142, "aa_speed_p75_tokens_per_second": 202, "aa_speed_p95_tokens_per_second": 238, "aa_latency_seconds": 40.36, "aa_latency_first_token_seconds": 40.36, "aa_latency_p5_seconds": 18.58, "aa_latency_p25_seconds": 23.73, "aa_latency_p75_seconds": 81.47, "aa_latency_p95_seconds": 100.46, "aa_total_response_time_seconds": 43.34, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 49, "llmdex_cost_index": 97, "llmdex_speed_index": 16.8, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.96, "llmdex_efficiency_score": 43.33, "llmdex_performance_rank": 23, "llmdex_value_rank": 40, "llmdex_efficiency_rank": 42, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-sol:high", "family_id": "openai/gpt-5-6-sol", "variant_id": "openai/gpt-5-6-sol:high", "canonical_name": "GPT-5.6 Sol (high)", "source_name": "GPT-5.6 Sol (high)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-sol-high", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-sol-high", "source_rank": 9, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 56, "aa_official_coding_index": 72, "aa_omniscience_index": 20, "aa_context_window_tokens": 1000000, "aa_gdpval": 56, "aa_terminalbench_hard": 62, "aa_terminalbench_v21": 87, "aa_tau2": 83, "aa_tau3_banking": 31, "aa_lcr": 68, "aa_omniscience_accuracy": 57, "aa_non_hallucination_rate": 12, "aa_hle": 44, "aa_gpqa": 93, "aa_scicode": 57, "aa_ifbench": 69, "aa_critpt": 26, "aa_mmmu_pro": 82, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 30, "aa_blended_cost_usd_per_1m": 15, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 63, "aa_speed_p5_tokens_per_second": 46, "aa_speed_p25_tokens_per_second": 54, "aa_speed_p75_tokens_per_second": 82, "aa_speed_p95_tokens_per_second": 109, "aa_latency_seconds": 21.85, "aa_latency_first_token_seconds": 21.85, "aa_latency_p5_seconds": 5.12, "aa_latency_p25_seconds": 6.63, "aa_latency_p75_seconds": 53.53, "aa_latency_p95_seconds": 71.72, "aa_total_response_time_seconds": 29.75, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 56, "llmdex_cost_index": 85, "llmdex_speed_index": 6.3, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 54.76, "llmdex_efficiency_score": 7.78, "llmdex_performance_rank": 9, "llmdex_value_rank": 68, "llmdex_efficiency_rank": 82, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-sol:low", "family_id": "openai/gpt-5-6-sol", "variant_id": "openai/gpt-5-6-sol:low", "canonical_name": "GPT-5.6 Sol (low)", "source_name": "GPT-5.6 Sol (low)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-sol-low", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-sol-low", "source_rank": 22, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 49, "aa_official_coding_index": 66, "aa_omniscience_index": 18, "aa_context_window_tokens": 1000000, "aa_gdpval": 47, "aa_terminalbench_hard": 61, "aa_terminalbench_v21": 77, "aa_tau2": 76, "aa_tau3_banking": 24, "aa_lcr": 68, "aa_omniscience_accuracy": 56, "aa_non_hallucination_rate": 13, "aa_hle": 37, "aa_gpqa": 90, "aa_scicode": 55, "aa_ifbench": 67, "aa_critpt": 15, "aa_mmmu_pro": 81, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 30, "aa_blended_cost_usd_per_1m": 15, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 58, "aa_speed_p5_tokens_per_second": 43, "aa_speed_p25_tokens_per_second": 49, "aa_speed_p75_tokens_per_second": 80, "aa_speed_p95_tokens_per_second": 119, "aa_latency_seconds": 2.97, "aa_latency_first_token_seconds": 2.97, "aa_latency_p5_seconds": 1.56, "aa_latency_p25_seconds": 2.19, "aa_latency_p75_seconds": 4.03, "aa_latency_p95_seconds": 9.39, "aa_total_response_time_seconds": 11.55, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 49, "llmdex_cost_index": 85, "llmdex_speed_index": 40.95, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 58.19, "llmdex_efficiency_score": 6.11, "llmdex_performance_rank": 22, "llmdex_value_rank": 27, "llmdex_efficiency_rank": 85, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-sol:max", "family_id": "openai/gpt-5-6-sol", "variant_id": "openai/gpt-5-6-sol:max", "canonical_name": "GPT-5.6 Sol (max)", "source_name": "GPT-5.6 Sol (max)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gpt-5-6-sol-max", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-sol", "source_rank": 4, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 59, "aa_official_coding_index": 72, "aa_omniscience_index": 22, "aa_context_window_tokens": 1000000, "aa_gdpval": 62, "aa_terminalbench_hard": 66, "aa_terminalbench_v21": 88, "aa_tau2": 85, "aa_tau3_banking": 33, "aa_lcr": 74, "aa_omniscience_accuracy": 59, "aa_non_hallucination_rate": 11, "aa_hle": 47, "aa_gpqa": 94, "aa_scicode": 56, "aa_ifbench": 73, "aa_critpt": 32, "aa_mmmu_pro": 83, "aa_apex_agents": null, "aa_itbench": 56, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 30, "aa_blended_cost_usd_per_1m": 15, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 66, "aa_speed_p5_tokens_per_second": 46, "aa_speed_p25_tokens_per_second": 57, "aa_speed_p75_tokens_per_second": 85, "aa_speed_p95_tokens_per_second": 114, "aa_latency_seconds": 144.56, "aa_latency_first_token_seconds": 144.56, "aa_latency_p5_seconds": 51.18, "aa_latency_p25_seconds": 72.42, "aa_latency_p75_seconds": 288.6, "aa_latency_p95_seconds": 474.33, "aa_total_response_time_seconds": 152.15, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 59, "llmdex_cost_index": 85, "llmdex_speed_index": 6.6, "llmdex_coverage_score": 90.6, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.32, "llmdex_efficiency_score": 9.44, "llmdex_performance_rank": 4, "llmdex_value_rank": 49, "llmdex_efficiency_rank": 79, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-sol:medium", "family_id": "openai/gpt-5-6-sol", "variant_id": "openai/gpt-5-6-sol:medium", "canonical_name": "GPT-5.6 Sol (medium)", "source_name": "GPT-5.6 Sol (medium)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-sol-medium", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-sol-medium", "source_rank": 13, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 54, "aa_official_coding_index": 71, "aa_omniscience_index": 19, "aa_context_window_tokens": 1000000, "aa_gdpval": 53, "aa_terminalbench_hard": 63, "aa_terminalbench_v21": 86, "aa_tau2": 81, "aa_tau3_banking": 26, "aa_lcr": 69, "aa_omniscience_accuracy": 57, "aa_non_hallucination_rate": 13, "aa_hle": 40, "aa_gpqa": 93, "aa_scicode": 56, "aa_ifbench": 70, "aa_critpt": 23, "aa_mmmu_pro": 81, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 30, "aa_blended_cost_usd_per_1m": 15, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 64, "aa_speed_p5_tokens_per_second": 46, "aa_speed_p25_tokens_per_second": 50, "aa_speed_p75_tokens_per_second": 80, "aa_speed_p95_tokens_per_second": 106, "aa_latency_seconds": 5.08, "aa_latency_first_token_seconds": 5.08, "aa_latency_p5_seconds": 2.44, "aa_latency_p25_seconds": 3.2, "aa_latency_p75_seconds": 25.49, "aa_latency_p95_seconds": 34.99, "aa_total_response_time_seconds": 12.9, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 54, "llmdex_cost_index": 85, "llmdex_speed_index": 31, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 58.7, "llmdex_efficiency_score": 7.22, "llmdex_performance_rank": 13, "llmdex_value_rank": 20, "llmdex_efficiency_rank": 83, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-sol:non-reasoning", "family_id": "openai/gpt-5-6-sol", "variant_id": "openai/gpt-5-6-sol:non-reasoning", "canonical_name": "GPT-5.6 Sol (Non-reasoning)", "source_name": "GPT-5.6 Sol (Non-reasoning)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-sol-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-sol-non-reasoning", "source_rank": 41, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 41, "aa_official_coding_index": 60.5, "aa_omniscience_index": 1, "aa_context_window_tokens": 1000000, "aa_gdpval": 44, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 74, "aa_tau2": null, "aa_tau3_banking": 16, "aa_lcr": 55, "aa_omniscience_accuracy": 48, "aa_non_hallucination_rate": 9, "aa_hle": 16, "aa_gpqa": 79, "aa_scicode": 47, "aa_ifbench": null, "aa_critpt": 5, "aa_mmmu_pro": 72, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 30, "aa_blended_cost_usd_per_1m": 15, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 65, "aa_speed_p5_tokens_per_second": 41, "aa_speed_p25_tokens_per_second": 53, "aa_speed_p75_tokens_per_second": 82, "aa_speed_p95_tokens_per_second": 102, "aa_latency_seconds": 0.99, "aa_latency_first_token_seconds": 0.99, "aa_latency_p5_seconds": 0.83, "aa_latency_p25_seconds": 0.9, "aa_latency_p75_seconds": 1.08, "aa_latency_p95_seconds": 1.6, "aa_total_response_time_seconds": 8.65, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 41, "llmdex_cost_index": 85, "llmdex_speed_index": 51.55, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.31, "llmdex_efficiency_score": 4.44, "llmdex_performance_rank": 41, "llmdex_value_rank": 50, "llmdex_efficiency_rank": 86, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-sol:xhigh", "family_id": "openai/gpt-5-6-sol", "variant_id": "openai/gpt-5-6-sol:xhigh", "canonical_name": "GPT-5.6 Sol (xhigh)", "source_name": "GPT-5.6 Sol (xhigh)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-sol-xhigh", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-sol-xhigh", "source_rank": 6, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 58, "aa_official_coding_index": 73, "aa_omniscience_index": 21, "aa_context_window_tokens": 1000000, "aa_gdpval": 60, "aa_terminalbench_hard": 61, "aa_terminalbench_v21": 90, "aa_tau2": 85, "aa_tau3_banking": 33, "aa_lcr": 71, "aa_omniscience_accuracy": 58, "aa_non_hallucination_rate": 11, "aa_hle": 45, "aa_gpqa": 93, "aa_scicode": 56, "aa_ifbench": 71, "aa_critpt": 29, "aa_mmmu_pro": 83, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 5, "aa_output_cost_usd_per_1m": 30, "aa_blended_cost_usd_per_1m": 15, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 70, "aa_speed_p5_tokens_per_second": 47, "aa_speed_p25_tokens_per_second": 53, "aa_speed_p75_tokens_per_second": 83, "aa_speed_p95_tokens_per_second": 115, "aa_latency_seconds": 51.95, "aa_latency_first_token_seconds": 51.95, "aa_latency_p5_seconds": 15.06, "aa_latency_p25_seconds": 28.4, "aa_latency_p75_seconds": 134.05, "aa_latency_p95_seconds": 216.86, "aa_total_response_time_seconds": 59.11, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 58, "llmdex_cost_index": 85, "llmdex_speed_index": 7, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 55.9, "llmdex_efficiency_score": 8.33, "llmdex_performance_rank": 6, "llmdex_value_rank": 57, "llmdex_efficiency_rank": 81, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-terra:high", "family_id": "openai/gpt-5-6-terra", "variant_id": "openai/gpt-5-6-terra:high", "canonical_name": "GPT-5.6 Terra (high)", "source_name": "GPT-5.6 Terra (high)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-terra-high", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-terra-high", "source_rank": 24, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 49, "aa_official_coding_index": 63, "aa_omniscience_index": -4, "aa_context_window_tokens": 1000000, "aa_gdpval": 50, "aa_terminalbench_hard": 58, "aa_terminalbench_v21": 76, "aa_tau2": 78, "aa_tau3_banking": 22, "aa_lcr": 72, "aa_omniscience_accuracy": 44, "aa_non_hallucination_rate": 13, "aa_hle": 37, "aa_gpqa": 90, "aa_scicode": 50, "aa_ifbench": 64, "aa_critpt": 23, "aa_mmmu_pro": 79, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2.5, "aa_output_cost_usd_per_1m": 15, "aa_blended_cost_usd_per_1m": 7.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 122, "aa_speed_p5_tokens_per_second": 86, "aa_speed_p25_tokens_per_second": 99, "aa_speed_p75_tokens_per_second": 143, "aa_speed_p95_tokens_per_second": 189, "aa_latency_seconds": 3.3, "aa_latency_first_token_seconds": 3.3, "aa_latency_p5_seconds": 1.39, "aa_latency_p25_seconds": 1.71, "aa_latency_p75_seconds": 15.34, "aa_latency_p95_seconds": 39.3, "aa_total_response_time_seconds": 7.39, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 49, "llmdex_cost_index": 92.5, "llmdex_speed_index": 45.7, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 61.39, "llmdex_efficiency_score": 18.89, "llmdex_performance_rank": 24, "llmdex_value_rank": 7, "llmdex_efficiency_rank": 68, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-terra:low", "family_id": "openai/gpt-5-6-terra", "variant_id": "openai/gpt-5-6-terra:low", "canonical_name": "GPT-5.6 Terra (low)", "source_name": "GPT-5.6 Terra (low)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-terra-low", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-terra-low", "source_rank": 44, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 40, "aa_official_coding_index": 56, "aa_omniscience_index": -7, "aa_context_window_tokens": 1000000, "aa_gdpval": 38, "aa_terminalbench_hard": 44, "aa_terminalbench_v21": 63, "aa_tau2": 61, "aa_tau3_banking": 16, "aa_lcr": 64, "aa_omniscience_accuracy": 43, "aa_non_hallucination_rate": 12, "aa_hle": 27, "aa_gpqa": 84, "aa_scicode": 49, "aa_ifbench": 60, "aa_critpt": 9, "aa_mmmu_pro": 76, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2.5, "aa_output_cost_usd_per_1m": 15, "aa_blended_cost_usd_per_1m": 7.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 113, "aa_speed_p5_tokens_per_second": 84, "aa_speed_p25_tokens_per_second": 91, "aa_speed_p75_tokens_per_second": 141, "aa_speed_p95_tokens_per_second": 174, "aa_latency_seconds": 1.49, "aa_latency_first_token_seconds": 1.49, "aa_latency_p5_seconds": 1.01, "aa_latency_p25_seconds": 1.27, "aa_latency_p75_seconds": 2.42, "aa_latency_p95_seconds": 6.13, "aa_total_response_time_seconds": 5.94, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 40, "llmdex_cost_index": 92.5, "llmdex_speed_index": 53.85, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 58.52, "llmdex_efficiency_score": 16.11, "llmdex_performance_rank": 44, "llmdex_value_rank": 23, "llmdex_efficiency_rank": 71, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-terra:max", "family_id": "openai/gpt-5-6-terra", "variant_id": "openai/gpt-5-6-terra:max", "canonical_name": "GPT-5.6 Terra (max)", "source_name": "GPT-5.6 Terra (max)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "gpt-5-6-terra-max", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-terra", "source_rank": 11, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 55, "aa_official_coding_index": 71, "aa_omniscience_index": 0, "aa_context_window_tokens": 1000000, "aa_gdpval": 54, "aa_terminalbench_hard": 58, "aa_terminalbench_v21": 88, "aa_tau2": 86, "aa_tau3_banking": 32, "aa_lcr": 74, "aa_omniscience_accuracy": 46, "aa_non_hallucination_rate": 15, "aa_hle": 42, "aa_gpqa": 93, "aa_scicode": 54, "aa_ifbench": 71, "aa_critpt": 30, "aa_mmmu_pro": 81, "aa_apex_agents": 39, "aa_itbench": 51, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2.5, "aa_output_cost_usd_per_1m": 15, "aa_blended_cost_usd_per_1m": 7.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 136, "aa_speed_p5_tokens_per_second": 97, "aa_speed_p25_tokens_per_second": 121, "aa_speed_p75_tokens_per_second": 173, "aa_speed_p95_tokens_per_second": 229, "aa_latency_seconds": 178.38, "aa_latency_first_token_seconds": 178.38, "aa_latency_p5_seconds": 94.19, "aa_latency_p25_seconds": 103.18, "aa_latency_p75_seconds": 214.93, "aa_latency_p95_seconds": 269.3, "aa_total_response_time_seconds": 182.06, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 55, "llmdex_cost_index": 92.5, "llmdex_speed_index": 13.6, "llmdex_coverage_score": 93.8, "llmdex_confidence_factor": 1, "llmdex_composite_index": 57.97, "llmdex_efficiency_score": 22.78, "llmdex_performance_rank": 11, "llmdex_value_rank": 30, "llmdex_efficiency_rank": 63, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-terra:medium", "family_id": "openai/gpt-5-6-terra", "variant_id": "openai/gpt-5-6-terra:medium", "canonical_name": "GPT-5.6 Terra (medium)", "source_name": "GPT-5.6 Terra (medium)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-terra-medium", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-terra-medium", "source_rank": 28, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 46, "aa_official_coding_index": 61, "aa_omniscience_index": -5, "aa_context_window_tokens": 1000000, "aa_gdpval": 45, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 72, "aa_tau2": 73, "aa_tau3_banking": 19, "aa_lcr": 68, "aa_omniscience_accuracy": 44, "aa_non_hallucination_rate": 12, "aa_hle": 32, "aa_gpqa": 87, "aa_scicode": 50, "aa_ifbench": 62, "aa_critpt": 17, "aa_mmmu_pro": 77, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2.5, "aa_output_cost_usd_per_1m": 15, "aa_blended_cost_usd_per_1m": 7.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 117, "aa_speed_p5_tokens_per_second": 86, "aa_speed_p25_tokens_per_second": 94, "aa_speed_p75_tokens_per_second": 139, "aa_speed_p95_tokens_per_second": 179, "aa_latency_seconds": 1.92, "aa_latency_first_token_seconds": 1.92, "aa_latency_p5_seconds": 1.1, "aa_latency_p25_seconds": 1.5, "aa_latency_p75_seconds": 2.77, "aa_latency_p95_seconds": 7.1, "aa_total_response_time_seconds": 6.19, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 46, "llmdex_cost_index": 92.5, "llmdex_speed_index": 52.1, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 61.17, "llmdex_efficiency_score": 17.78, "llmdex_performance_rank": 28, "llmdex_value_rank": 9, "llmdex_efficiency_rank": 69, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-terra:non-reasoning", "family_id": "openai/gpt-5-6-terra", "variant_id": "openai/gpt-5-6-terra:non-reasoning", "canonical_name": "GPT-5.6 Terra (Non-reasoning)", "source_name": "GPT-5.6 Terra (Non-reasoning)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-terra-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-terra-non-reasoning", "source_rank": 64, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 34, "aa_official_coding_index": 50.5, "aa_omniscience_index": -23, "aa_context_window_tokens": 1000000, "aa_gdpval": 37, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 56, "aa_tau2": null, "aa_tau3_banking": 13, "aa_lcr": 50, "aa_omniscience_accuracy": 36, "aa_non_hallucination_rate": 6, "aa_hle": 11, "aa_gpqa": 75, "aa_scicode": 45, "aa_ifbench": null, "aa_critpt": 2, "aa_mmmu_pro": 67, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2.5, "aa_output_cost_usd_per_1m": 15, "aa_blended_cost_usd_per_1m": 7.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 107, "aa_speed_p5_tokens_per_second": 81, "aa_speed_p25_tokens_per_second": 95, "aa_speed_p75_tokens_per_second": 145, "aa_speed_p95_tokens_per_second": 171, "aa_latency_seconds": 0.75, "aa_latency_first_token_seconds": 0.75, "aa_latency_p5_seconds": 0.64, "aa_latency_p25_seconds": 0.66, "aa_latency_p75_seconds": 0.86, "aa_latency_p95_seconds": 1.04, "aa_total_response_time_seconds": 5.41, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 34, "llmdex_cost_index": 92.5, "llmdex_speed_index": 56.95, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.14, "llmdex_efficiency_score": 12.22, "llmdex_performance_rank": 64, "llmdex_value_rank": 54, "llmdex_efficiency_rank": 75, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-5-6-terra:xhigh", "family_id": "openai/gpt-5-6-terra", "variant_id": "openai/gpt-5-6-terra:xhigh", "canonical_name": "GPT-5.6 Terra (xhigh)", "source_name": "GPT-5.6 Terra (xhigh)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "gpt-5-6-terra-xhigh", "source_model_url": "https://artificialanalysis.ai/models/gpt-5-6-terra-xhigh", "source_rank": 15, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 52, "aa_official_coding_index": 66, "aa_omniscience_index": -3, "aa_context_window_tokens": 1000000, "aa_gdpval": 54, "aa_terminalbench_hard": 63, "aa_terminalbench_v21": 80, "aa_tau2": 80, "aa_tau3_banking": 24, "aa_lcr": 71, "aa_omniscience_accuracy": 45, "aa_non_hallucination_rate": 13, "aa_hle": 40, "aa_gpqa": 91, "aa_scicode": 52, "aa_ifbench": 66, "aa_critpt": 27, "aa_mmmu_pro": 79, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2.5, "aa_output_cost_usd_per_1m": 15, "aa_blended_cost_usd_per_1m": 7.5, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 120, "aa_speed_p5_tokens_per_second": 88, "aa_speed_p25_tokens_per_second": 104, "aa_speed_p75_tokens_per_second": 142, "aa_speed_p95_tokens_per_second": 199, "aa_latency_seconds": 21.66, "aa_latency_first_token_seconds": 21.66, "aa_latency_p5_seconds": 3.15, "aa_latency_p25_seconds": 8.28, "aa_latency_p75_seconds": 58, "aa_latency_p95_seconds": 84.33, "aa_total_response_time_seconds": 25.82, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 52, "llmdex_cost_index": 92.5, "llmdex_speed_index": 12, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.15, "llmdex_efficiency_score": 21.11, "llmdex_performance_rank": 15, "llmdex_value_rank": 53, "llmdex_efficiency_rank": 65, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-oss-120b:high", "family_id": "openai/gpt-oss-120b", "variant_id": "openai/gpt-oss-120b:high", "canonical_name": "gpt-oss-120b (high)", "source_name": "gpt-oss-120b (high)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "gpt-oss-120b-high", "source_model_url": "https://artificialanalysis.ai/models/gpt-oss-120b", "source_rank": 102, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 24, "aa_official_coding_index": 32.5, "aa_omniscience_index": -50, "aa_context_window_tokens": 131000, "aa_gdpval": 15, "aa_terminalbench_hard": 23, "aa_terminalbench_v21": 26, "aa_tau2": 66, "aa_tau3_banking": 12, "aa_lcr": 51, "aa_omniscience_accuracy": 22, "aa_non_hallucination_rate": 9, "aa_hle": 18, "aa_gpqa": 78, "aa_scicode": 39, "aa_ifbench": 69, "aa_critpt": 1, "aa_mmmu_pro": null, "aa_apex_agents": 3, "aa_itbench": 6, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.15, "aa_output_cost_usd_per_1m": 0.6, "aa_blended_cost_usd_per_1m": 0.33, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 273, "aa_speed_p5_tokens_per_second": 50, "aa_speed_p25_tokens_per_second": 120, "aa_speed_p75_tokens_per_second": 461, "aa_speed_p95_tokens_per_second": 1506, "aa_latency_seconds": 0.88, "aa_latency_first_token_seconds": 8.19, "aa_latency_p5_seconds": 0.38, "aa_latency_p25_seconds": 0.61, "aa_latency_p75_seconds": 1.19, "aa_latency_p95_seconds": 4.2, "aa_total_response_time_seconds": 10.02, "aa_reasoning_time_seconds": 7.32, "llmdex_adjusted_performance": 24, "llmdex_cost_index": 99.67, "llmdex_speed_index": 72.9, "llmdex_coverage_score": 90.6, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.48, "llmdex_efficiency_score": 77.78, "llmdex_performance_rank": 102, "llmdex_value_rank": 46, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-oss-120b:low", "family_id": "openai/gpt-oss-120b", "variant_id": "openai/gpt-oss-120b:low", "canonical_name": "gpt-oss-120b (low)", "source_name": "gpt-oss-120b (low)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "gpt-oss-120b-low", "source_model_url": "https://artificialanalysis.ai/models/gpt-oss-120b-low", "source_rank": 146, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 15, "aa_official_coding_index": 25, "aa_omniscience_index": -50, "aa_context_window_tokens": 131000, "aa_gdpval": 0, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": 14, "aa_tau2": 45, "aa_tau3_banking": 3, "aa_lcr": 44, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 22, "aa_hle": 5, "aa_gpqa": 67, "aa_scicode": 36, "aa_ifbench": 58, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.15, "aa_output_cost_usd_per_1m": 0.6, "aa_blended_cost_usd_per_1m": 0.33, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 304, "aa_speed_p5_tokens_per_second": 51, "aa_speed_p25_tokens_per_second": 127, "aa_speed_p75_tokens_per_second": 483, "aa_speed_p95_tokens_per_second": 1640, "aa_latency_seconds": 0.9, "aa_latency_first_token_seconds": 7.48, "aa_latency_p5_seconds": 0.38, "aa_latency_p25_seconds": 0.64, "aa_latency_p75_seconds": 1.21, "aa_latency_p95_seconds": 5.26, "aa_total_response_time_seconds": 9.12, "aa_reasoning_time_seconds": 6.58, "llmdex_adjusted_performance": 15, "llmdex_cost_index": 99.67, "llmdex_speed_index": 75.9, "llmdex_coverage_score": 84.4, "llmdex_confidence_factor": 1, "llmdex_composite_index": 52.58, "llmdex_efficiency_score": 66.11, "llmdex_performance_rank": 146, "llmdex_value_rank": 86, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-oss-20b:high", "family_id": "openai/gpt-oss-20b", "variant_id": "openai/gpt-oss-20b:high", "canonical_name": "gpt-oss-20b (high)", "source_name": "gpt-oss-20b (high)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "gpt-oss-20b-high", "source_model_url": "https://artificialanalysis.ai/models/gpt-oss-20b", "source_rank": 147, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 15, "aa_official_coding_index": 24, "aa_omniscience_index": -64, "aa_context_window_tokens": 131000, "aa_gdpval": 3, "aa_terminalbench_hard": 11, "aa_terminalbench_v21": 14, "aa_tau2": 60, "aa_tau3_banking": 7, "aa_lcr": 31, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 6, "aa_hle": 10, "aa_gpqa": 69, "aa_scicode": 34, "aa_ifbench": 65, "aa_critpt": 1, "aa_mmmu_pro": null, "aa_apex_agents": 1, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.06, "aa_output_cost_usd_per_1m": 0.2, "aa_blended_cost_usd_per_1m": 0.116, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 219, "aa_speed_p5_tokens_per_second": 75, "aa_speed_p25_tokens_per_second": 132, "aa_speed_p75_tokens_per_second": 327, "aa_speed_p95_tokens_per_second": 877, "aa_latency_seconds": 0.91, "aa_latency_first_token_seconds": 10.06, "aa_latency_p5_seconds": 0.31, "aa_latency_p25_seconds": 0.5, "aa_latency_p75_seconds": 1.25, "aa_latency_p95_seconds": 41.15, "aa_total_response_time_seconds": 12.34, "aa_reasoning_time_seconds": 9.15, "llmdex_adjusted_performance": 15, "llmdex_cost_index": 99.88, "llmdex_speed_index": 67.35, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 50.93, "llmdex_efficiency_score": 85, "llmdex_performance_rank": 147, "llmdex_value_rank": 97, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/gpt-oss-20b:low", "family_id": "openai/gpt-oss-20b", "variant_id": "openai/gpt-oss-20b:low", "canonical_name": "gpt-oss-20b (low)", "source_name": "gpt-oss-20b (low)", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "gpt-oss-20b-low", "source_model_url": "https://artificialanalysis.ai/models/gpt-oss-20b-low", "source_rank": 149, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 14, "aa_official_coding_index": 34, "aa_omniscience_index": -60, "aa_context_window_tokens": 131000, "aa_gdpval": null, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": null, "aa_tau2": 50, "aa_tau3_banking": null, "aa_lcr": 31, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 13, "aa_hle": 5, "aa_gpqa": 61, "aa_scicode": 34, "aa_ifbench": 58, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.07, "aa_output_cost_usd_per_1m": 0.2, "aa_blended_cost_usd_per_1m": 0.122, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 227, "aa_speed_p5_tokens_per_second": 68, "aa_speed_p25_tokens_per_second": 147, "aa_speed_p75_tokens_per_second": 341, "aa_speed_p95_tokens_per_second": 929, "aa_latency_seconds": 0.85, "aa_latency_first_token_seconds": 9.68, "aa_latency_p5_seconds": 0.33, "aa_latency_p25_seconds": 0.59, "aa_latency_p75_seconds": 1.33, "aa_latency_p95_seconds": 16.74, "aa_total_response_time_seconds": 11.89, "aa_reasoning_time_seconds": 8.83, "llmdex_adjusted_performance": 14, "llmdex_cost_index": 99.88, "llmdex_speed_index": 68.45, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 50.65, "llmdex_efficiency_score": 82.78, "llmdex_performance_rank": 149, "llmdex_value_rank": 101, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openai/o3:default", "family_id": "openai/o3", "variant_id": "openai/o3:default", "canonical_name": "o3", "source_name": "o3", "provider": "OpenAI", "creator": "OpenAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "o3", "source_model_url": "https://artificialanalysis.ai/models/o3", "source_rank": 78, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 30, "aa_official_coding_index": 41, "aa_omniscience_index": -15, "aa_context_window_tokens": 200000, "aa_gdpval": null, "aa_terminalbench_hard": 37, "aa_terminalbench_v21": null, "aa_tau2": 81, "aa_tau3_banking": null, "aa_lcr": 69, "aa_omniscience_accuracy": 38, "aa_non_hallucination_rate": 13, "aa_hle": 20, "aa_gpqa": 83, "aa_scicode": 41, "aa_ifbench": 71, "aa_critpt": 1, "aa_mmmu_pro": 70, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2, "aa_output_cost_usd_per_1m": 8, "aa_blended_cost_usd_per_1m": 4.4, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 138, "aa_speed_p5_tokens_per_second": 80, "aa_speed_p25_tokens_per_second": 104, "aa_speed_p75_tokens_per_second": 158, "aa_speed_p95_tokens_per_second": 219, "aa_latency_seconds": 5.73, "aa_latency_first_token_seconds": 5.73, "aa_latency_p5_seconds": 2.46, "aa_latency_p25_seconds": 4.25, "aa_latency_p75_seconds": 8.81, "aa_latency_p95_seconds": 18.07, "aa_total_response_time_seconds": 9.37, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 30, "llmdex_cost_index": 95.6, "llmdex_speed_index": 35.15, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 50.71, "llmdex_efficiency_score": 20.56, "llmdex_performance_rank": 78, "llmdex_value_rank": 100, "llmdex_efficiency_rank": 66, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openbmb/minicpm-v-4-6-1-3b:default", "family_id": "openbmb/minicpm-v-4-6-1-3b", "variant_id": "openbmb/minicpm-v-4-6-1-3b:default", "canonical_name": "MiniCPM-V 4.6 1.3B", "source_name": "MiniCPM-V 4.6 1.3B", "provider": "OpenBMB", "creator": "OpenBMB", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "minicpm-v-4-6-1-3b", "source_model_url": "https://artificialanalysis.ai/models/minicpm-v4-6-1-3b", "source_rank": 228, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 4, "aa_official_coding_index": 1, "aa_omniscience_index": -85, "aa_context_window_tokens": 262000, "aa_gdpval": 0, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": 0, "aa_tau2": 88, "aa_tau3_banking": 4, "aa_lcr": 6, "aa_omniscience_accuracy": 6, "aa_non_hallucination_rate": 3, "aa_hle": 5, "aa_gpqa": 31, "aa_scicode": 2, "aa_ifbench": 27, "aa_critpt": 0, "aa_mmmu_pro": 38, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 4, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 56.2, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 4, "llmdex_efficiency_score": null, "llmdex_performance_rank": 228, "llmdex_value_rank": 237, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openbmb/minicpm5-1b:default", "family_id": "openbmb/minicpm5-1b", "variant_id": "openbmb/minicpm5-1b:default", "canonical_name": "MiniCPM5-1B", "source_name": "MiniCPM5-1B", "provider": "OpenBMB", "creator": "OpenBMB", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "minicpm5-1b", "source_model_url": "https://artificialanalysis.ai/models/minicpm5-1b", "source_rank": 165, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 12, "aa_official_coding_index": 4, "aa_omniscience_index": -17, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 81, "aa_tau3_banking": null, "aa_lcr": 4, "aa_omniscience_accuracy": 2, "aa_non_hallucination_rate": 81, "aa_hle": 7, "aa_gpqa": 28, "aa_scicode": 4, "aa_ifbench": 49, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 12, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 12, "llmdex_efficiency_score": null, "llmdex_performance_rank": 165, "llmdex_value_rank": 211, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "openbmb/minicpm5-1b:non-reasoning", "family_id": "openbmb/minicpm5-1b", "variant_id": "openbmb/minicpm5-1b:non-reasoning", "canonical_name": "MiniCPM5-1B (non-reasoning)", "source_name": "MiniCPM5-1B (non-reasoning)", "provider": "OpenBMB", "creator": "OpenBMB", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "minicpm5-1b-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/minicpm5-1b-non-reasoning", "source_rank": 169, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 12, "aa_official_coding_index": 1, "aa_omniscience_index": -1, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 82, "aa_tau3_banking": null, "aa_lcr": 5, "aa_omniscience_accuracy": 0, "aa_non_hallucination_rate": 99, "aa_hle": 5, "aa_gpqa": 27, "aa_scicode": 1, "aa_ifbench": 35, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 12, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 12, "llmdex_efficiency_score": null, "llmdex_performance_rank": 169, "llmdex_value_rank": 212, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "perplexity/r1-1776:default", "family_id": "perplexity/r1-1776", "variant_id": "perplexity/r1-1776:default", "canonical_name": "R1 1776", "source_name": "R1 1776", "provider": "Perplexity", "creator": "Perplexity", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "r1-1776", "source_model_url": "https://artificialanalysis.ai/models/r1-1776", "source_rank": 212, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 6, "aa_official_coding_index": null, "aa_omniscience_index": null, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": null, "aa_terminalbench_v21": null, "aa_tau2": null, "aa_tau3_banking": null, "aa_lcr": null, "aa_omniscience_accuracy": null, "aa_non_hallucination_rate": null, "aa_hle": null, "aa_gpqa": null, "aa_scicode": null, "aa_ifbench": null, "aa_critpt": null, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 6, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 6.2, "llmdex_confidence_factor": 0.25, "llmdex_composite_index": 6, "llmdex_efficiency_score": null, "llmdex_performance_rank": 212, "llmdex_value_rank": 231, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 1 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "prime-intellect/intellect-3:default", "family_id": "prime-intellect/intellect-3", "variant_id": "prime-intellect/intellect-3:default", "canonical_name": "INTELLECT-3", "source_name": "INTELLECT-3", "provider": "Prime Intellect", "creator": "Prime Intellect", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "intellect-3", "source_model_url": "https://artificialanalysis.ai/models/intellect-3", "source_rank": 143, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 16, "aa_official_coding_index": 39, "aa_omniscience_index": -51, "aa_context_window_tokens": 131000, "aa_gdpval": null, "aa_terminalbench_hard": 9, "aa_terminalbench_v21": null, "aa_tau2": 27, "aa_tau3_banking": null, "aa_lcr": 32, "aa_omniscience_accuracy": 19, "aa_non_hallucination_rate": 13, "aa_hle": 12, "aa_gpqa": 76, "aa_scicode": 39, "aa_ifbench": 34, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 16, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 16, "llmdex_efficiency_score": null, "llmdex_performance_rank": 143, "llmdex_value_rank": 202, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "reka-ai/reka-flash-3:default", "family_id": "reka-ai/reka-flash-3", "variant_id": "reka-ai/reka-flash-3:default", "canonical_name": "Reka Flash 3", "source_name": "Reka Flash 3", "provider": "Reka AI", "creator": "Reka AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "reka-flash-3", "source_model_url": "https://artificialanalysis.ai/models/reka-flash-3", "source_rank": 230, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 4, "aa_official_coding_index": 27, "aa_omniscience_index": -65, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 0, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 13, "aa_non_hallucination_rate": 10, "aa_hle": 5, "aa_gpqa": 53, "aa_scicode": 27, "aa_ifbench": 30, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.2, "aa_output_cost_usd_per_1m": 0.8, "aa_blended_cost_usd_per_1m": 0.44, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 4, "llmdex_cost_index": 99.56, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 39.83, "llmdex_efficiency_score": 27.22, "llmdex_performance_rank": 230, "llmdex_value_rank": 173, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "sapiens-ai/agnes-2-5-pro-alpha:default", "family_id": "sapiens-ai/agnes-2-5-pro-alpha", "variant_id": "sapiens-ai/agnes-2-5-pro-alpha:default", "canonical_name": "Agnes 2.5 Pro Alpha", "source_name": "Agnes 2.5 Pro Alpha", "provider": "Sapiens AI", "creator": "Sapiens AI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "agnes-2-5-pro-alpha", "source_model_url": "https://artificialanalysis.ai/models/agnes-2-5-pro-alpha", "source_rank": 49, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 39, "aa_official_coding_index": 54.5, "aa_omniscience_index": -26, "aa_context_window_tokens": 1000000, "aa_gdpval": 33, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 67, "aa_tau2": null, "aa_tau3_banking": 12, "aa_lcr": 64, "aa_omniscience_accuracy": 32, "aa_non_hallucination_rate": 13, "aa_hle": 32, "aa_gpqa": 88, "aa_scicode": 42, "aa_ifbench": null, "aa_critpt": 11, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.45, "aa_output_cost_usd_per_1m": 0.9, "aa_blended_cost_usd_per_1m": 0.63, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 132, "aa_speed_p5_tokens_per_second": 115, "aa_speed_p25_tokens_per_second": 122, "aa_speed_p75_tokens_per_second": 136, "aa_speed_p95_tokens_per_second": 139, "aa_latency_seconds": 2.23, "aa_latency_first_token_seconds": 17.42, "aa_latency_p5_seconds": 1.48, "aa_latency_p25_seconds": 1.76, "aa_latency_p75_seconds": 2.49, "aa_latency_p95_seconds": 4.94, "aa_total_response_time_seconds": 21.22, "aa_reasoning_time_seconds": 15.19, "llmdex_adjusted_performance": 39, "llmdex_cost_index": 99.37, "llmdex_speed_index": 52.05, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 59.72, "llmdex_efficiency_score": 72.78, "llmdex_performance_rank": 49, "llmdex_value_rank": 15, "llmdex_efficiency_rank": 15, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "sarvam/sarvam-105b:high", "family_id": "sarvam/sarvam-105b", "variant_id": "sarvam/sarvam-105b:high", "canonical_name": "Sarvam 105B (high)", "source_name": "Sarvam 105B (high)", "provider": "Sarvam", "creator": "Sarvam", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "sarvam-105b-high", "source_model_url": "https://artificialanalysis.ai/models/sarvam-105b", "source_rank": 166, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 12, "aa_official_coding_index": 26, "aa_omniscience_index": -60, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 47, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 6, "aa_hle": 10, "aa_gpqa": 74, "aa_scicode": 26, "aa_ifbench": 34, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.04, "aa_output_cost_usd_per_1m": 0.17, "aa_blended_cost_usd_per_1m": 0.092, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 12, "llmdex_cost_index": 99.91, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 44.97, "llmdex_efficiency_score": 86.11, "llmdex_performance_rank": 166, "llmdex_value_rank": 138, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "sarvam/sarvam-30b:high", "family_id": "sarvam/sarvam-30b", "variant_id": "sarvam/sarvam-30b:high", "canonical_name": "Sarvam 30B (high)", "source_name": "Sarvam 30B (high)", "provider": "Sarvam", "creator": "Sarvam", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "sarvam-30b-high", "source_model_url": "https://artificialanalysis.ai/models/sarvam-30b", "source_rank": 208, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 7, "aa_official_coding_index": 19, "aa_omniscience_index": -72, "aa_context_window_tokens": 65500, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 35, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 13, "aa_non_hallucination_rate": 3, "aa_hle": 7, "aa_gpqa": 63, "aa_scicode": 19, "aa_ifbench": 26, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.03, "aa_output_cost_usd_per_1m": 0.11, "aa_blended_cost_usd_per_1m": 0.062, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 7, "llmdex_cost_index": 99.94, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 41.85, "llmdex_efficiency_score": 82.22, "llmdex_performance_rank": 208, "llmdex_value_rank": 163, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "servicenow/apriel-v1-6-15b-thinker:default", "family_id": "servicenow/apriel-v1-6-15b-thinker", "variant_id": "servicenow/apriel-v1-6-15b-thinker:default", "canonical_name": "Apriel-v1.6-15B-Thinker", "source_name": "Apriel-v1.6-15B-Thinker", "provider": "ServiceNow", "creator": "ServiceNow", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "apriel-v1-6-15b-thinker", "source_model_url": "https://artificialanalysis.ai/models/apriel-v1-6-15b-thinker", "source_rank": 114, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 21, "aa_official_coding_index": 37, "aa_omniscience_index": -59, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 14, "aa_terminalbench_v21": null, "aa_tau2": 69, "aa_tau3_banking": null, "aa_lcr": 50, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 9, "aa_hle": 10, "aa_gpqa": 73, "aa_scicode": 37, "aa_ifbench": 69, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0, "aa_output_cost_usd_per_1m": 0, "aa_blended_cost_usd_per_1m": 0, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 21, "llmdex_cost_index": 100, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 50.62, "llmdex_efficiency_score": 96.67, "llmdex_performance_rank": 114, "llmdex_value_rank": 102, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "spacexai/grok-4-3:low", "family_id": "spacexai/grok-4-3", "variant_id": "spacexai/grok-4-3:low", "canonical_name": "Grok 4.3 (low)", "source_name": "Grok 4.3 (low)", "provider": "SpaceXAI", "creator": "SpaceXAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "grok-4-3-low", "source_model_url": "https://artificialanalysis.ai/models/grok-4-3-low", "source_rank": 58, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 35, "aa_official_coding_index": 42, "aa_omniscience_index": 14, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 27, "aa_terminalbench_v21": null, "aa_tau2": 89, "aa_tau3_banking": null, "aa_lcr": 64, "aa_omniscience_accuracy": 26, "aa_non_hallucination_rate": 84, "aa_hle": 17, "aa_gpqa": 84, "aa_scicode": 42, "aa_ifbench": 81, "aa_critpt": 1, "aa_mmmu_pro": 73, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.25, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.75, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 100, "aa_speed_p5_tokens_per_second": 75, "aa_speed_p25_tokens_per_second": 83, "aa_speed_p75_tokens_per_second": 125, "aa_speed_p95_tokens_per_second": 184, "aa_latency_seconds": 6.38, "aa_latency_first_token_seconds": 6.38, "aa_latency_p5_seconds": 3.67, "aa_latency_p25_seconds": 4.36, "aa_latency_p75_seconds": 9.22, "aa_latency_p95_seconds": 12.57, "aa_total_response_time_seconds": 11.37, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 35, "llmdex_cost_index": 98.25, "llmdex_speed_index": 28.1, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 52.59, "llmdex_efficiency_score": 50, "llmdex_performance_rank": 58, "llmdex_value_rank": 85, "llmdex_efficiency_rank": 34, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "spacexai/grok-4-3:medium", "family_id": "spacexai/grok-4-3", "variant_id": "spacexai/grok-4-3:medium", "canonical_name": "Grok 4.3 (medium)", "source_name": "Grok 4.3 (medium)", "provider": "SpaceXAI", "creator": "SpaceXAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "grok-4-3-medium", "source_model_url": "https://artificialanalysis.ai/models/grok-4-3-medium", "source_rank": 57, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 36, "aa_official_coding_index": 45, "aa_omniscience_index": 17, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 30, "aa_terminalbench_v21": null, "aa_tau2": 91, "aa_tau3_banking": null, "aa_lcr": 65, "aa_omniscience_accuracy": 28, "aa_non_hallucination_rate": 84, "aa_hle": 28, "aa_gpqa": 89, "aa_scicode": 45, "aa_ifbench": 83, "aa_critpt": 5, "aa_mmmu_pro": 76, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.25, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.75, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 106, "aa_speed_p5_tokens_per_second": 65, "aa_speed_p25_tokens_per_second": 85, "aa_speed_p75_tokens_per_second": 129, "aa_speed_p95_tokens_per_second": 178, "aa_latency_seconds": 15.66, "aa_latency_first_token_seconds": 15.66, "aa_latency_p5_seconds": 8.01, "aa_latency_p25_seconds": 10.57, "aa_latency_p75_seconds": 24.06, "aa_latency_p95_seconds": 41.87, "aa_total_response_time_seconds": 20.4, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 36, "llmdex_cost_index": 98.25, "llmdex_speed_index": 10.6, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 49.59, "llmdex_efficiency_score": 51.11, "llmdex_performance_rank": 57, "llmdex_value_rank": 109, "llmdex_efficiency_rank": 32, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "spacexai/grok-4-3:non-reasoning", "family_id": "spacexai/grok-4-3", "variant_id": "spacexai/grok-4-3:non-reasoning", "canonical_name": "Grok 4.3 (Non-reasoning)", "source_name": "Grok 4.3 (Non-reasoning)", "provider": "SpaceXAI", "creator": "SpaceXAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "grok-4-3-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/grok-4-3-non-reasoning", "source_rank": 98, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 25, "aa_official_coding_index": 35.5, "aa_omniscience_index": -32, "aa_context_window_tokens": 1000000, "aa_gdpval": 30, "aa_terminalbench_hard": 19, "aa_terminalbench_v21": 34, "aa_tau2": 66, "aa_tau3_banking": 8, "aa_lcr": 25, "aa_omniscience_accuracy": 24, "aa_non_hallucination_rate": 26, "aa_hle": 6, "aa_gpqa": 66, "aa_scicode": 37, "aa_ifbench": 48, "aa_critpt": 0, "aa_mmmu_pro": 65, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.25, "aa_output_cost_usd_per_1m": 2.5, "aa_blended_cost_usd_per_1m": 1.75, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 100, "aa_speed_p5_tokens_per_second": 75, "aa_speed_p25_tokens_per_second": 80, "aa_speed_p75_tokens_per_second": 120, "aa_speed_p95_tokens_per_second": 141, "aa_latency_seconds": 1.3, "aa_latency_first_token_seconds": 1.3, "aa_latency_p5_seconds": 0.6, "aa_latency_p25_seconds": 0.87, "aa_latency_p75_seconds": 2.58, "aa_latency_p95_seconds": 7.06, "aa_total_response_time_seconds": 6.31, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 25, "llmdex_cost_index": 98.25, "llmdex_speed_index": 53.5, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 52.67, "llmdex_efficiency_score": 37.78, "llmdex_performance_rank": 98, "llmdex_value_rank": 84, "llmdex_efficiency_rank": 47, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "spacexai/grok-4-5:high", "family_id": "spacexai/grok-4-5", "variant_id": "spacexai/grok-4-5:high", "canonical_name": "Grok 4.5 (high)", "source_name": "Grok 4.5 (high)", "provider": "SpaceXAI", "creator": "SpaceXAI", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "grok-4-5-high", "source_model_url": "https://artificialanalysis.ai/models/grok-4-5", "source_rank": 12, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 54, "aa_official_coding_index": 68, "aa_omniscience_index": 26, "aa_context_window_tokens": 500000, "aa_gdpval": 51, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 82, "aa_tau2": null, "aa_tau3_banking": 33, "aa_lcr": 68, "aa_omniscience_accuracy": 52, "aa_non_hallucination_rate": 46, "aa_hle": 40, "aa_gpqa": 93, "aa_scicode": 54, "aa_ifbench": null, "aa_critpt": 15, "aa_mmmu_pro": 80, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 2, "aa_output_cost_usd_per_1m": 6, "aa_blended_cost_usd_per_1m": 3.6, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 61, "aa_speed_p5_tokens_per_second": 39, "aa_speed_p25_tokens_per_second": 47, "aa_speed_p75_tokens_per_second": 72, "aa_speed_p95_tokens_per_second": 98, "aa_latency_seconds": 10.26, "aa_latency_first_token_seconds": 10.26, "aa_latency_p5_seconds": 4.35, "aa_latency_p25_seconds": 7.05, "aa_latency_p75_seconds": 17.11, "aa_latency_p95_seconds": 27.11, "aa_total_response_time_seconds": 18.45, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 54, "llmdex_cost_index": 96.4, "llmdex_speed_index": 6.1, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 57.14, "llmdex_efficiency_score": 40, "llmdex_performance_rank": 12, "llmdex_value_rank": 39, "llmdex_efficiency_rank": 45, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "stepfun/step-3-5-flash-2603:default", "family_id": "stepfun/step-3-5-flash-2603", "variant_id": "stepfun/step-3-5-flash-2603:default", "canonical_name": "Step 3.5 Flash 2603", "source_name": "Step 3.5 Flash 2603", "provider": "StepFun", "creator": "StepFun", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "step-3-5-flash-2603", "source_model_url": "https://artificialanalysis.ai/models/step-3-5-flash", "source_rank": 92, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 26, "aa_official_coding_index": 39, "aa_omniscience_index": -44, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 33, "aa_terminalbench_v21": null, "aa_tau2": 87, "aa_tau3_banking": null, "aa_lcr": 54, "aa_omniscience_accuracy": 25, "aa_non_hallucination_rate": 8, "aa_hle": 23, "aa_gpqa": 83, "aa_scicode": 39, "aa_ifbench": 67, "aa_critpt": 2, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.1, "aa_output_cost_usd_per_1m": 0.3, "aa_blended_cost_usd_per_1m": 0.18, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 291, "aa_speed_p5_tokens_per_second": 219, "aa_speed_p25_tokens_per_second": 264, "aa_speed_p75_tokens_per_second": 314, "aa_speed_p95_tokens_per_second": 359, "aa_latency_seconds": 1.17, "aa_latency_first_token_seconds": 8.04, "aa_latency_p5_seconds": 0.94, "aa_latency_p25_seconds": 1.03, "aa_latency_p75_seconds": 1.28, "aa_latency_p95_seconds": 1.9, "aa_total_response_time_seconds": 9.75, "aa_reasoning_time_seconds": 6.87, "llmdex_adjusted_performance": 26, "llmdex_cost_index": 99.82, "llmdex_speed_index": 73.25, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 57.6, "llmdex_efficiency_score": 86.67, "llmdex_performance_rank": 92, "llmdex_value_rank": 32, "llmdex_efficiency_rank": 8, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "stepfun/step-3-7-flash:default", "family_id": "stepfun/step-3-7-flash", "variant_id": "stepfun/step-3-7-flash:default", "canonical_name": "Step 3.7 Flash", "source_name": "Step 3.7 Flash", "provider": "StepFun", "creator": "StepFun", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "step-3-7-flash", "source_model_url": "https://artificialanalysis.ai/models/step-3-7-flash", "source_rank": 79, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 30, "aa_official_coding_index": 39.5, "aa_omniscience_index": -38, "aa_context_window_tokens": 262000, "aa_gdpval": 26, "aa_terminalbench_hard": 36, "aa_terminalbench_v21": 39, "aa_tau2": 99, "aa_tau3_banking": 11, "aa_lcr": 64, "aa_omniscience_accuracy": 25, "aa_non_hallucination_rate": 16, "aa_hle": 20, "aa_gpqa": 81, "aa_scicode": 40, "aa_ifbench": 67, "aa_critpt": 2, "aa_mmmu_pro": 75, "aa_apex_agents": 15, "aa_itbench": 30, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.2, "aa_output_cost_usd_per_1m": 1.15, "aa_blended_cost_usd_per_1m": 0.58, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 381, "aa_speed_p5_tokens_per_second": 342, "aa_speed_p25_tokens_per_second": 358, "aa_speed_p75_tokens_per_second": 424, "aa_speed_p95_tokens_per_second": 450, "aa_latency_seconds": 0.88, "aa_latency_first_token_seconds": 6.13, "aa_latency_p5_seconds": 0.72, "aa_latency_p25_seconds": 0.77, "aa_latency_p75_seconds": 0.97, "aa_latency_p95_seconds": 1.23, "aa_total_response_time_seconds": 7.44, "aa_reasoning_time_seconds": 5.25, "llmdex_adjusted_performance": 30, "llmdex_cost_index": 99.42, "llmdex_speed_index": 83.7, "llmdex_coverage_score": 93.8, "llmdex_confidence_factor": 1, "llmdex_composite_index": 61.57, "llmdex_efficiency_score": 69.44, "llmdex_performance_rank": 79, "llmdex_value_rank": 5, "llmdex_efficiency_rank": 17, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "stepfun/step3-vl-10b:default", "family_id": "stepfun/step3-vl-10b", "variant_id": "stepfun/step3-vl-10b:default", "canonical_name": "Step3 VL 10B", "source_name": "Step3 VL 10B", "provider": "StepFun", "creator": "StepFun", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "step3-vl-10b", "source_model_url": "https://artificialanalysis.ai/models/step-3-vl-10b", "source_rank": 180, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 31, "aa_omniscience_index": -59, "aa_context_window_tokens": 65500, "aa_gdpval": null, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": null, "aa_tau2": 16, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 13, "aa_non_hallucination_rate": 18, "aa_hle": 10, "aa_gpqa": 69, "aa_scicode": 31, "aa_ifbench": 50, "aa_critpt": 0, "aa_mmmu_pro": 64, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 46.9, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 9, "llmdex_efficiency_score": null, "llmdex_performance_rank": 180, "llmdex_value_rank": 223, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "swiss-ai-initiative/apertus-70b-instruct:default", "family_id": "swiss-ai-initiative/apertus-70b-instruct", "variant_id": "swiss-ai-initiative/apertus-70b-instruct:default", "canonical_name": "Apertus 70B Instruct", "source_name": "Apertus 70B Instruct", "provider": "Swiss AI Initiative", "creator": "Swiss AI Initiative", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "apertus-70b-instruct", "source_model_url": "https://artificialanalysis.ai/models/apertus-70b-instruct", "source_rank": 245, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 2, "aa_official_coding_index": 6, "aa_omniscience_index": -55, "aa_context_window_tokens": 65500, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 13, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 13, "aa_non_hallucination_rate": 21, "aa_hle": 5, "aa_gpqa": 27, "aa_scicode": 6, "aa_ifbench": 26, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.82, "aa_output_cost_usd_per_1m": 2.92, "aa_blended_cost_usd_per_1m": 1.66, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 2, "llmdex_cost_index": 98.34, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 38.13, "llmdex_efficiency_score": 1.11, "llmdex_performance_rank": 245, "llmdex_value_rank": 178, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "swiss-ai-initiative/apertus-8b-instruct:default", "family_id": "swiss-ai-initiative/apertus-8b-instruct", "variant_id": "swiss-ai-initiative/apertus-8b-instruct:default", "canonical_name": "Apertus 8B Instruct", "source_name": "Apertus 8B Instruct", "provider": "Swiss AI Initiative", "creator": "Swiss AI Initiative", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "apertus-8b-instruct", "source_model_url": "https://artificialanalysis.ai/models/apertus-8b-instruct", "source_rank": 254, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 1, "aa_official_coding_index": 4, "aa_omniscience_index": -75, "aa_context_window_tokens": 65500, "aa_gdpval": null, "aa_terminalbench_hard": 0, "aa_terminalbench_v21": null, "aa_tau2": 11, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 10, "aa_non_hallucination_rate": 5, "aa_hle": 5, "aa_gpqa": 26, "aa_scicode": 4, "aa_ifbench": 22, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.1, "aa_output_cost_usd_per_1m": 0.2, "aa_blended_cost_usd_per_1m": 0.14, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 1, "llmdex_cost_index": 99.86, "llmdex_speed_index": null, "llmdex_coverage_score": 50, "llmdex_confidence_factor": 0.75, "llmdex_composite_index": 38.07, "llmdex_efficiency_score": 21.67, "llmdex_performance_rank": 254, "llmdex_value_rank": 180, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "tencent/hy3-preview:non-reasoning-preview", "family_id": "tencent/hy3-preview", "variant_id": "tencent/hy3-preview:non-reasoning-preview", "canonical_name": "Hy3-preview (non-reasoning)", "source_name": "Hy3-preview (non-reasoning)", "provider": "Tencent", "creator": "Tencent", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "hy3-preview-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/hy3-non-reasoning", "source_rank": 90, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 26, "aa_official_coding_index": 39, "aa_omniscience_index": -36, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 32, "aa_terminalbench_v21": null, "aa_tau2": 68, "aa_tau3_banking": null, "aa_lcr": 34, "aa_omniscience_accuracy": 22, "aa_non_hallucination_rate": 24, "aa_hle": 6, "aa_gpqa": 73, "aa_scicode": 39, "aa_ifbench": 48, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.06, "aa_output_cost_usd_per_1m": 0.23, "aa_blended_cost_usd_per_1m": 0.128, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 127, "aa_speed_p5_tokens_per_second": 77, "aa_speed_p25_tokens_per_second": 105, "aa_speed_p75_tokens_per_second": 152, "aa_speed_p95_tokens_per_second": 197, "aa_latency_seconds": 3.65, "aa_latency_first_token_seconds": 3.65, "aa_latency_p5_seconds": 2.22, "aa_latency_p25_seconds": 3.28, "aa_latency_p75_seconds": 4.01, "aa_latency_p95_seconds": 4.21, "aa_total_response_time_seconds": 7.58, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 26, "llmdex_cost_index": 99.87, "llmdex_speed_index": 44.45, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 51.85, "llmdex_efficiency_score": 89.44, "llmdex_performance_rank": 90, "llmdex_value_rank": 94, "llmdex_efficiency_rank": 4, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "tencent/hy3-preview:preview", "family_id": "tencent/hy3-preview", "variant_id": "tencent/hy3-preview:preview", "canonical_name": "Hy3-preview", "source_name": "Hy3-preview", "provider": "Tencent", "creator": "Tencent", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "hy3-preview", "source_model_url": "https://artificialanalysis.ai/models/hy3-preview", "source_rank": 67, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 34, "aa_official_coding_index": 41, "aa_omniscience_index": -35, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 34, "aa_terminalbench_v21": null, "aa_tau2": 93, "aa_tau3_banking": null, "aa_lcr": 55, "aa_omniscience_accuracy": 28, "aa_non_hallucination_rate": 13, "aa_hle": 26, "aa_gpqa": 87, "aa_scicode": 41, "aa_ifbench": 63, "aa_critpt": 5, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.06, "aa_output_cost_usd_per_1m": 0.23, "aa_blended_cost_usd_per_1m": 0.128, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 131, "aa_speed_p5_tokens_per_second": 95, "aa_speed_p25_tokens_per_second": 112, "aa_speed_p75_tokens_per_second": 157, "aa_speed_p95_tokens_per_second": 195, "aa_latency_seconds": 3.22, "aa_latency_first_token_seconds": 18.47, "aa_latency_p5_seconds": 2.47, "aa_latency_p25_seconds": 2.72, "aa_latency_p75_seconds": 3.65, "aa_latency_p95_seconds": 5.2, "aa_total_response_time_seconds": 22.28, "aa_reasoning_time_seconds": 15.25, "llmdex_adjusted_performance": 34, "llmdex_cost_index": 99.87, "llmdex_speed_index": 47, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.36, "llmdex_efficiency_score": 92.78, "llmdex_performance_rank": 67, "llmdex_value_rank": 48, "llmdex_efficiency_rank": 2, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "tencent/hy3:default", "family_id": "tencent/hy3", "variant_id": "tencent/hy3:default", "canonical_name": "Hy3", "source_name": "Hy3", "provider": "Tencent", "creator": "Tencent", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "hy3", "source_model_url": "https://artificialanalysis.ai/models/hy3", "source_rank": 40, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 41, "aa_official_coding_index": 56, "aa_omniscience_index": -19, "aa_context_window_tokens": 256000, "aa_gdpval": 36, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 64, "aa_tau2": null, "aa_tau3_banking": 21, "aa_lcr": 67, "aa_omniscience_accuracy": 32, "aa_non_hallucination_rate": 27, "aa_hle": 32, "aa_gpqa": 90, "aa_scicode": 48, "aa_ifbench": null, "aa_critpt": 5, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.14, "aa_output_cost_usd_per_1m": 0.58, "aa_blended_cost_usd_per_1m": 0.316, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 62, "aa_speed_p5_tokens_per_second": 31, "aa_speed_p25_tokens_per_second": 44, "aa_speed_p75_tokens_per_second": 72, "aa_speed_p95_tokens_per_second": 110, "aa_latency_seconds": 2.7, "aa_latency_first_token_seconds": 35.15, "aa_latency_p5_seconds": 0.57, "aa_latency_p25_seconds": 0.78, "aa_latency_p75_seconds": 3.14, "aa_latency_p95_seconds": 3.89, "aa_total_response_time_seconds": 43.27, "aa_reasoning_time_seconds": 32.46, "llmdex_adjusted_performance": 41, "llmdex_cost_index": 99.68, "llmdex_speed_index": 42.7, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 58.94, "llmdex_efficiency_score": 85.56, "llmdex_performance_rank": 40, "llmdex_value_rank": 19, "llmdex_efficiency_rank": 9, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "thinking-machines/inkling:default", "family_id": "thinking-machines/inkling", "variant_id": "thinking-machines/inkling:default", "canonical_name": "Inkling", "source_name": "Inkling", "provider": "Thinking Machines", "creator": "Thinking Machines", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "inkling", "source_model_url": "https://artificialanalysis.ai/models/inkling", "source_rank": 43, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 41, "aa_official_coding_index": 50.5, "aa_omniscience_index": 2, "aa_context_window_tokens": 1000000, "aa_gdpval": 37, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 55, "aa_tau2": null, "aa_tau3_banking": 24, "aa_lcr": 63, "aa_omniscience_accuracy": 40, "aa_non_hallucination_rate": 37, "aa_hle": 30, "aa_gpqa": 87, "aa_scicode": 46, "aa_ifbench": null, "aa_critpt": 5, "aa_mmmu_pro": 73, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.87, "aa_output_cost_usd_per_1m": 4.68, "aa_blended_cost_usd_per_1m": 2.994, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 82, "aa_speed_p5_tokens_per_second": 40, "aa_speed_p25_tokens_per_second": 60, "aa_speed_p75_tokens_per_second": 89, "aa_speed_p95_tokens_per_second": 97, "aa_latency_seconds": 1.79, "aa_latency_first_token_seconds": 26.21, "aa_latency_p5_seconds": 1.64, "aa_latency_p25_seconds": 1.69, "aa_latency_p75_seconds": 2.47, "aa_latency_p95_seconds": 4.44, "aa_total_response_time_seconds": 32.32, "aa_reasoning_time_seconds": 24.42, "llmdex_adjusted_performance": 41, "llmdex_cost_index": 97.01, "llmdex_speed_index": 49.25, "llmdex_coverage_score": 78.1, "llmdex_confidence_factor": 1, "llmdex_composite_index": 59.45, "llmdex_efficiency_score": 36.11, "llmdex_performance_rank": 43, "llmdex_value_rank": 16, "llmdex_efficiency_rank": 48, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "tii-uae/falcon-h1r-7b:default", "family_id": "tii-uae/falcon-h1r-7b", "variant_id": "tii-uae/falcon-h1r-7b:default", "canonical_name": "Falcon-H1R-7B", "source_name": "Falcon-H1R-7B", "provider": "TII UAE", "creator": "TII UAE", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "falcon-h1r-7b", "source_model_url": "https://artificialanalysis.ai/models/falcon-h1r-7b", "source_rank": 177, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 10, "aa_official_coding_index": 25, "aa_omniscience_index": -62, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 28, "aa_tau3_banking": null, "aa_lcr": 9, "aa_omniscience_accuracy": 14, "aa_non_hallucination_rate": 11, "aa_hle": 11, "aa_gpqa": 66, "aa_scicode": 25, "aa_ifbench": 54, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 10, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 10, "llmdex_efficiency_score": null, "llmdex_performance_rank": 177, "llmdex_value_rank": 216, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "trillion-labs/tri-21b-think-preview:preview", "family_id": "trillion-labs/tri-21b-think-preview", "variant_id": "trillion-labs/tri-21b-think-preview:preview", "canonical_name": "Tri-21B-think Preview", "source_name": "Tri-21B-think Preview", "provider": "Trillion Labs", "creator": "Trillion Labs", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "tri-21b-think-preview", "source_model_url": "https://artificialanalysis.ai/models/tri-21b-think-preview", "source_rank": 156, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 14, "aa_official_coding_index": 18, "aa_omniscience_index": -55, "aa_context_window_tokens": 32000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 93, "aa_tau3_banking": null, "aa_lcr": 15, "aa_omniscience_accuracy": 9, "aa_non_hallucination_rate": 30, "aa_hle": 6, "aa_gpqa": 54, "aa_scicode": 18, "aa_ifbench": 47, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 14, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 14, "llmdex_efficiency_score": null, "llmdex_performance_rank": 156, "llmdex_value_rank": 207, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "trillion-labs/tri-21b-think:default", "family_id": "trillion-labs/tri-21b-think", "variant_id": "trillion-labs/tri-21b-think:default", "canonical_name": "Tri-21B-Think", "source_name": "Tri-21B-Think", "provider": "Trillion Labs", "creator": "Trillion Labs", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "tri-21b-think", "source_model_url": "https://artificialanalysis.ai/models/tri-21b-think-v0-5", "source_rank": 164, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 12, "aa_official_coding_index": 17, "aa_omniscience_index": -63, "aa_context_window_tokens": 32000, "aa_gdpval": null, "aa_terminalbench_hard": 1, "aa_terminalbench_v21": null, "aa_tau2": 81, "aa_tau3_banking": null, "aa_lcr": 11, "aa_omniscience_accuracy": 12, "aa_non_hallucination_rate": 15, "aa_hle": 6, "aa_gpqa": 60, "aa_scicode": 17, "aa_ifbench": 55, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 12, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 12, "llmdex_efficiency_score": null, "llmdex_performance_rank": 164, "llmdex_value_rank": 213, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "upstage/solar-open-100b:reasoning", "family_id": "upstage/solar-open-100b", "variant_id": "upstage/solar-open-100b:reasoning", "canonical_name": "Solar Open 100B (reasoning)", "source_name": "Solar Open 100B (reasoning)", "provider": "Upstage", "creator": "Upstage", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "solar-open-100b-reasoning", "source_model_url": "https://artificialanalysis.ai/models/solar-open-100b-reasoning", "source_rank": 144, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 15, "aa_official_coding_index": 27, "aa_omniscience_index": -54, "aa_context_window_tokens": 128000, "aa_gdpval": null, "aa_terminalbench_hard": 2, "aa_terminalbench_v21": null, "aa_tau2": 48, "aa_tau3_banking": null, "aa_lcr": 36, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 12, "aa_hle": 9, "aa_gpqa": 66, "aa_scicode": 27, "aa_ifbench": 58, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 15, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 15, "llmdex_efficiency_score": null, "llmdex_performance_rank": 144, "llmdex_value_rank": 204, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "upstage/solar-pro-2:default", "family_id": "upstage/solar-pro-2", "variant_id": "upstage/solar-pro-2:default", "canonical_name": "Solar Pro 2", "source_name": "Solar Pro 2", "provider": "Upstage", "creator": "Upstage", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": false, "source_model_id": "solar-pro-2", "source_model_url": "https://artificialanalysis.ai/models/solar-pro-2", "source_rank": 200, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 8, "aa_official_coding_index": 25, "aa_omniscience_index": -62, "aa_context_window_tokens": 65500, "aa_gdpval": null, "aa_terminalbench_hard": 5, "aa_terminalbench_v21": null, "aa_tau2": 32, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 16, "aa_non_hallucination_rate": 9, "aa_hle": 4, "aa_gpqa": 56, "aa_scicode": 25, "aa_ifbench": 34, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 8, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 8, "llmdex_efficiency_score": null, "llmdex_performance_rank": 200, "llmdex_value_rank": 224, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "upstage/solar-pro-2:reasoning", "family_id": "upstage/solar-pro-2", "variant_id": "upstage/solar-pro-2:reasoning", "canonical_name": "Solar Pro 2 (reasoning)", "source_name": "Solar Pro 2 (reasoning)", "provider": "Upstage", "creator": "Upstage", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "solar-pro-2-reasoning", "source_model_url": "https://artificialanalysis.ai/models/solar-pro-2-reasoning", "source_rank": 185, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 9, "aa_official_coding_index": 30, "aa_omniscience_index": -57, "aa_context_window_tokens": 65500, "aa_gdpval": null, "aa_terminalbench_hard": 3, "aa_terminalbench_v21": null, "aa_tau2": 28, "aa_tau3_banking": null, "aa_lcr": 0, "aa_omniscience_accuracy": 19, "aa_non_hallucination_rate": 6, "aa_hle": 7, "aa_gpqa": 69, "aa_scicode": 30, "aa_ifbench": 37, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 9, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 9, "llmdex_efficiency_score": null, "llmdex_performance_rank": 185, "llmdex_value_rank": 222, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "upstage/solar-pro-3:default", "family_id": "upstage/solar-pro-3", "variant_id": "upstage/solar-pro-3:default", "canonical_name": "Solar Pro 3", "source_name": "Solar Pro 3", "provider": "Upstage", "creator": "Upstage", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "solar-pro-3", "source_model_url": "https://artificialanalysis.ai/models/solar-pro-3", "source_rank": 153, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 14, "aa_official_coding_index": 18.5, "aa_omniscience_index": -54, "aa_context_window_tokens": 128000, "aa_gdpval": 0, "aa_terminalbench_hard": 8, "aa_terminalbench_v21": 12, "aa_tau2": 86, "aa_tau3_banking": 8, "aa_lcr": 27, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 12, "aa_hle": 10, "aa_gpqa": 72, "aa_scicode": 25, "aa_ifbench": 71, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 14, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 14, "llmdex_efficiency_score": null, "llmdex_performance_rank": 153, "llmdex_value_rank": 206, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "xiaomi/mimo-v2-5-pro:default", "family_id": "xiaomi/mimo-v2-5-pro", "variant_id": "xiaomi/mimo-v2-5-pro:default", "canonical_name": "MiMo-V2.5-Pro", "source_name": "MiMo-V2.5-Pro", "provider": "Xiaomi", "creator": "Xiaomi", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "mimo-v2-5-pro", "source_model_url": "https://artificialanalysis.ai/models/mimo-v2-5-pro", "source_rank": 37, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 42, "aa_official_coding_index": 57.5, "aa_omniscience_index": 4, "aa_context_window_tokens": 1000000, "aa_gdpval": 38, "aa_terminalbench_hard": 43, "aa_terminalbench_v21": 65, "aa_tau2": 94, "aa_tau3_banking": 9, "aa_lcr": 73, "aa_omniscience_accuracy": 23, "aa_non_hallucination_rate": 75, "aa_hle": 34, "aa_gpqa": 87, "aa_scicode": 50, "aa_ifbench": 80, "aa_critpt": 4, "aa_mmmu_pro": null, "aa_apex_agents": 2, "aa_itbench": 38, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.43, "aa_output_cost_usd_per_1m": 0.87, "aa_blended_cost_usd_per_1m": 0.606, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 69, "aa_speed_p5_tokens_per_second": 53, "aa_speed_p25_tokens_per_second": 58, "aa_speed_p75_tokens_per_second": 75, "aa_speed_p95_tokens_per_second": 79, "aa_latency_seconds": 2.88, "aa_latency_first_token_seconds": 31.98, "aa_latency_p5_seconds": 2.12, "aa_latency_p25_seconds": 2.32, "aa_latency_p75_seconds": 3.96, "aa_latency_p95_seconds": 4.38, "aa_total_response_time_seconds": 39.26, "aa_reasoning_time_seconds": 29.11, "llmdex_adjusted_performance": 42, "llmdex_cost_index": 99.39, "llmdex_speed_index": 42.5, "llmdex_coverage_score": 90.6, "llmdex_confidence_factor": 1, "llmdex_composite_index": 59.32, "llmdex_efficiency_score": 75.56, "llmdex_performance_rank": 37, "llmdex_value_rank": 17, "llmdex_efficiency_rank": 13, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "xiaomi/mimo-v2-5-pro:non-reasoning", "family_id": "xiaomi/mimo-v2-5-pro", "variant_id": "xiaomi/mimo-v2-5-pro:non-reasoning", "canonical_name": "MiMo-V2.5-Pro (non-reasoning)", "source_name": "MiMo-V2.5-Pro (non-reasoning)", "provider": "Xiaomi", "creator": "Xiaomi", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "mimo-v2-5-pro-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/mimo-v2-5-pro-non-reasoning", "source_rank": 87, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 28, "aa_official_coding_index": 39, "aa_omniscience_index": -38, "aa_context_window_tokens": 1000000, "aa_gdpval": null, "aa_terminalbench_hard": 36, "aa_terminalbench_v21": null, "aa_tau2": 73, "aa_tau3_banking": null, "aa_lcr": 35, "aa_omniscience_accuracy": 27, "aa_non_hallucination_rate": 11, "aa_hle": 13, "aa_gpqa": 76, "aa_scicode": 39, "aa_ifbench": 43, "aa_critpt": 1, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.43, "aa_output_cost_usd_per_1m": 0.87, "aa_blended_cost_usd_per_1m": 0.606, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 66, "aa_speed_p5_tokens_per_second": 52, "aa_speed_p25_tokens_per_second": 58, "aa_speed_p75_tokens_per_second": 70, "aa_speed_p95_tokens_per_second": 78, "aa_latency_seconds": 3.04, "aa_latency_first_token_seconds": 3.04, "aa_latency_p5_seconds": 2.35, "aa_latency_p25_seconds": 2.64, "aa_latency_p75_seconds": 3.58, "aa_latency_p95_seconds": 6.27, "aa_total_response_time_seconds": 10.57, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 28, "llmdex_cost_index": 99.39, "llmdex_speed_index": 41.4, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 52.1, "llmdex_efficiency_score": 66.67, "llmdex_performance_rank": 87, "llmdex_value_rank": 90, "llmdex_efficiency_rank": 20, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "xiaomi/mimo-v2-5:default", "family_id": "xiaomi/mimo-v2-5", "variant_id": "xiaomi/mimo-v2-5:default", "canonical_name": "MiMo-V2.5", "source_name": "MiMo-V2.5", "provider": "Xiaomi", "creator": "Xiaomi", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "mimo-v2-5", "source_model_url": "https://artificialanalysis.ai/models/mimo-v2-5-0424", "source_rank": 53, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 37, "aa_official_coding_index": 53.5, "aa_omniscience_index": -9, "aa_context_window_tokens": 1000000, "aa_gdpval": 32, "aa_terminalbench_hard": 42, "aa_terminalbench_v21": 64, "aa_tau2": 91, "aa_tau3_banking": 7, "aa_lcr": 63, "aa_omniscience_accuracy": 17, "aa_non_hallucination_rate": 68, "aa_hle": 25, "aa_gpqa": 85, "aa_scicode": 43, "aa_ifbench": 67, "aa_critpt": 4, "aa_mmmu_pro": 75, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 0.14, "aa_output_cost_usd_per_1m": 0.28, "aa_blended_cost_usd_per_1m": 0.196, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 65, "aa_speed_p5_tokens_per_second": 50, "aa_speed_p25_tokens_per_second": 58, "aa_speed_p75_tokens_per_second": 70, "aa_speed_p95_tokens_per_second": 82, "aa_latency_seconds": 3.57, "aa_latency_first_token_seconds": 34.33, "aa_latency_p5_seconds": 2.26, "aa_latency_p25_seconds": 2.91, "aa_latency_p75_seconds": 4.97, "aa_latency_p95_seconds": 8.11, "aa_total_response_time_seconds": 42.02, "aa_reasoning_time_seconds": 30.76, "llmdex_adjusted_performance": 37, "llmdex_cost_index": 99.8, "llmdex_speed_index": 38.65, "llmdex_coverage_score": 87.5, "llmdex_confidence_factor": 1, "llmdex_composite_index": 56.17, "llmdex_efficiency_score": 88.61, "llmdex_performance_rank": 53, "llmdex_value_rank": 52, "llmdex_efficiency_rank": 6, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "xiaomi/mimo-v2-flash-feb-2026:default", "family_id": "xiaomi/mimo-v2-flash-feb-2026", "variant_id": "xiaomi/mimo-v2-flash-feb-2026:default", "canonical_name": "MiMo-V2-Flash (Feb 2026)", "source_name": "MiMo-V2-Flash (Feb 2026)", "provider": "Xiaomi", "creator": "Xiaomi", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "mimo-v2-flash-feb-2026", "source_model_url": "https://artificialanalysis.ai/models/mimo-v2-0206", "source_rank": 70, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 33, "aa_official_coding_index": 38, "aa_omniscience_index": -18, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 31, "aa_terminalbench_v21": null, "aa_tau2": 93, "aa_tau3_banking": null, "aa_lcr": 64, "aa_omniscience_accuracy": 20, "aa_non_hallucination_rate": 52, "aa_hle": 20, "aa_gpqa": 84, "aa_scicode": 38, "aa_ifbench": 72, "aa_critpt": 3, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 33, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 43.8, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 33, "llmdex_efficiency_score": null, "llmdex_performance_rank": 70, "llmdex_value_rank": 187, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "xiaomi/mimo-v2-flash:default", "family_id": "xiaomi/mimo-v2-flash", "variant_id": "xiaomi/mimo-v2-flash:default", "canonical_name": "MiMo-V2-Flash", "source_name": "MiMo-V2-Flash", "provider": "Xiaomi", "creator": "Xiaomi", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "mimo-v2-flash", "source_model_url": "https://artificialanalysis.ai/models/mimo-v2-flash", "source_rank": 99, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 25, "aa_official_coding_index": 44, "aa_omniscience_index": -48, "aa_context_window_tokens": 256000, "aa_gdpval": 17, "aa_terminalbench_hard": 26, "aa_terminalbench_v21": 62, "aa_tau2": 84, "aa_tau3_banking": 3, "aa_lcr": 31, "aa_omniscience_accuracy": 15, "aa_non_hallucination_rate": 25, "aa_hle": 8, "aa_gpqa": 66, "aa_scicode": 26, "aa_ifbench": 40, "aa_critpt": 0, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 25, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 53.1, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 25, "llmdex_efficiency_score": null, "llmdex_performance_rank": 99, "llmdex_value_rank": 191, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "xiaomi/mimo-v2-omni-0327:default", "family_id": "xiaomi/mimo-v2-omni-0327", "variant_id": "xiaomi/mimo-v2-omni-0327:default", "canonical_name": "MiMo-V2-Omni-0327", "source_name": "MiMo-V2-Omni-0327", "provider": "Xiaomi", "creator": "Xiaomi", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "mimo-v2-omni-0327", "source_model_url": "https://artificialanalysis.ai/models/mimo-v2-omni-0327", "source_rank": 56, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 36, "aa_official_coding_index": 39, "aa_omniscience_index": -14, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 36, "aa_terminalbench_v21": null, "aa_tau2": 88, "aa_tau3_banking": null, "aa_lcr": 64, "aa_omniscience_accuracy": 18, "aa_non_hallucination_rate": 60, "aa_hle": 20, "aa_gpqa": 85, "aa_scicode": 39, "aa_ifbench": 67, "aa_critpt": 1, "aa_mmmu_pro": 74, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 36, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 46.9, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 36, "llmdex_efficiency_score": null, "llmdex_performance_rank": 56, "llmdex_value_rank": 184, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "xiaomi/mimo-v2-omni:default", "family_id": "xiaomi/mimo-v2-omni", "variant_id": "xiaomi/mimo-v2-omni:default", "canonical_name": "MiMo-V2-Omni", "source_name": "MiMo-V2-Omni", "provider": "Xiaomi", "creator": "Xiaomi", "availability_class": "proprietary", "license_type": "Proprietary", "is_open_weights": false, "is_family_representative": true, "source_model_id": "mimo-v2-omni", "source_model_url": "https://artificialanalysis.ai/models/mimo-v2-omni", "source_rank": 59, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 35, "aa_official_coding_index": 37, "aa_omniscience_index": -17, "aa_context_window_tokens": 256000, "aa_gdpval": null, "aa_terminalbench_hard": 35, "aa_terminalbench_v21": null, "aa_tau2": 91, "aa_tau3_banking": null, "aa_lcr": 67, "aa_omniscience_accuracy": 19, "aa_non_hallucination_rate": 56, "aa_hle": 20, "aa_gpqa": 83, "aa_scicode": 37, "aa_ifbench": 54, "aa_critpt": 1, "aa_mmmu_pro": 70, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": null, "aa_output_cost_usd_per_1m": null, "aa_blended_cost_usd_per_1m": null, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": null, "aa_speed_p5_tokens_per_second": null, "aa_speed_p25_tokens_per_second": null, "aa_speed_p75_tokens_per_second": null, "aa_speed_p95_tokens_per_second": null, "aa_latency_seconds": null, "aa_latency_first_token_seconds": null, "aa_latency_p5_seconds": null, "aa_latency_p25_seconds": null, "aa_latency_p75_seconds": null, "aa_latency_p95_seconds": null, "aa_total_response_time_seconds": null, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 35, "llmdex_cost_index": null, "llmdex_speed_index": null, "llmdex_coverage_score": 46.9, "llmdex_confidence_factor": 0.5, "llmdex_composite_index": 35, "llmdex_efficiency_score": null, "llmdex_performance_rank": 59, "llmdex_value_rank": 185, "llmdex_efficiency_rank": null, "llmdex_performance_component_count": 2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "z-ai/glm-5-2:max", "family_id": "z-ai/glm-5-2", "variant_id": "z-ai/glm-5-2:max", "canonical_name": "GLM-5.2 (max)", "source_name": "GLM-5.2 (max)", "provider": "Z AI", "creator": "Z AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": true, "source_model_id": "glm-5-2-max", "source_model_url": "https://artificialanalysis.ai/models/glm-5-2", "source_rank": 17, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 51, "aa_official_coding_index": 64, "aa_omniscience_index": 4, "aa_context_window_tokens": 1000000, "aa_gdpval": 51, "aa_terminalbench_hard": 51, "aa_terminalbench_v21": 78, "aa_tau2": 99, "aa_tau3_banking": 27, "aa_lcr": 71, "aa_omniscience_accuracy": 25, "aa_non_hallucination_rate": 72, "aa_hle": 40, "aa_gpqa": 89, "aa_scicode": 50, "aa_ifbench": 73, "aa_critpt": 21, "aa_mmmu_pro": null, "aa_apex_agents": 34, "aa_itbench": 43, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.4, "aa_output_cost_usd_per_1m": 4.4, "aa_blended_cost_usd_per_1m": 2.6, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 191, "aa_speed_p5_tokens_per_second": 40, "aa_speed_p25_tokens_per_second": 72, "aa_speed_p75_tokens_per_second": 347, "aa_speed_p95_tokens_per_second": 601, "aa_latency_seconds": 1.35, "aa_latency_first_token_seconds": 11.81, "aa_latency_p5_seconds": 0.7, "aa_latency_p25_seconds": 0.98, "aa_latency_p75_seconds": 1.95, "aa_latency_p95_seconds": 9.5, "aa_total_response_time_seconds": 14.43, "aa_reasoning_time_seconds": 10.47, "llmdex_adjusted_performance": 51, "llmdex_cost_index": 97.4, "llmdex_speed_index": 62.35, "llmdex_coverage_score": 90.6, "llmdex_confidence_factor": 1, "llmdex_composite_index": 67.19, "llmdex_efficiency_score": 49.44, "llmdex_performance_rank": 17, "llmdex_value_rank": 1, "llmdex_efficiency_rank": 35, "llmdex_performance_component_count": 4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "Artificial Analysis", "model_key": "z-ai/glm-5-2:non-reasoning", "family_id": "z-ai/glm-5-2", "variant_id": "z-ai/glm-5-2:non-reasoning", "canonical_name": "GLM-5.2 (non-reasoning)", "source_name": "GLM-5.2 (non-reasoning)", "provider": "Z AI", "creator": "Z AI", "availability_class": "open_weights", "license_type": "Open", "is_open_weights": true, "is_family_representative": false, "source_model_id": "glm-5-2-non-reasoning", "source_model_url": "https://artificialanalysis.ai/models/glm-5-2-non-reasoning", "source_rank": 63, "methodology_version": "Artificial Analysis v4.1", "aa_intelligence_score": 34, "aa_official_coding_index": 44, "aa_omniscience_index": -6, "aa_context_window_tokens": 1000000, "aa_gdpval": 44, "aa_terminalbench_hard": null, "aa_terminalbench_v21": 52, "aa_tau2": null, "aa_tau3_banking": 16, "aa_lcr": 37, "aa_omniscience_accuracy": 20, "aa_non_hallucination_rate": 66, "aa_hle": 8, "aa_gpqa": 69, "aa_scicode": 36, "aa_ifbench": null, "aa_critpt": 3, "aa_mmmu_pro": null, "aa_apex_agents": null, "aa_itbench": null, "aa_aime25": null, "aa_livecodebench": null, "aa_arena_elo": null, "aa_reasoning_score": null, "aa_multimodal_score": null, "aa_cost_per_task_usd": null, "aa_input_cost_usd_per_1m": 1.35, "aa_output_cost_usd_per_1m": 4.25, "aa_blended_cost_usd_per_1m": 2.51, "aa_cache_read_cost_usd_per_1m": null, "aa_cache_write_cost_usd_per_1m": null, "aa_tokens_per_second": 126, "aa_speed_p5_tokens_per_second": 37, "aa_speed_p25_tokens_per_second": 64, "aa_speed_p75_tokens_per_second": 288, "aa_speed_p95_tokens_per_second": 456, "aa_latency_seconds": 1.52, "aa_latency_first_token_seconds": 1.52, "aa_latency_p5_seconds": 1.05, "aa_latency_p25_seconds": 1.2, "aa_latency_p75_seconds": 2.2, "aa_latency_p95_seconds": 11.12, "aa_total_response_time_seconds": 5.49, "aa_reasoning_time_seconds": null, "llmdex_adjusted_performance": 34, "llmdex_cost_index": 97.49, "llmdex_speed_index": 55, "llmdex_coverage_score": 75, "llmdex_confidence_factor": 1, "llmdex_composite_index": 57.25, "llmdex_efficiency_score": 35.56, "llmdex_performance_rank": 63, "llmdex_value_rank": 35, "llmdex_efficiency_rank": 49, "llmdex_performance_component_count": 4 } ] }, "llmstats": { "general": [ { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-3-7-sonnet-20250219", "source_name": "Claude 3.7 Sonnet", "original_source_name": "25Claude 3.7 Sonnet", "canonical_name": "Claude 3.7 Sonnet", "family_id": "unknown/claude-3-7-sonnet", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-3-7-sonnet-20250219", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 58.4, "benchmark_llmstats_tau_bench_retail": 81.2, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-fable-5", "source_name": "Claude Fable 5", "original_source_name": null, "canonical_name": "Claude Fable 5", "family_id": "anthropic/claude-fable-5", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": null, "category_score": null, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/claude-fable-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 70, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 53.5, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 90, "benchmark_llmstats_gdpval_aa": 60.5, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 64.5, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 80, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 84.3, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 95 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-haiku-4-5-20251001", "source_name": "Claude Haiku 4.5", "original_source_name": "17Claude Haiku 4.5", "canonical_name": "Claude Haiku 4.5", "family_id": "unknown/claude-haiku-4-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/claude-haiku-4-5-20251001", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 63.6, "benchmark_llmstats_tau2_retail": 83.2, "benchmark_llmstats_tau2_telecom": 83, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-mythos-preview", "source_name": "Claude Mythos Preview", "original_source_name": null, "canonical_name": "Claude Mythos Preview", "family_id": "anthropic/claude-mythos-preview", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 2, "category_score": 56.1, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/claude-mythos-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 86.9, "benchmark_gpqa": 94.6, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": 93.2, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": 11.5, "benchmark_llmstats_hle": 64.7, "benchmark_llmstats_humanity_s_last_exam": 64.7, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": 92.7, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 87.3, "benchmark_llmstats_swe_bench_pro": 77.8, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 82, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": 41.4, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 93.9 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-opus-4-1-20250805", "source_name": "Claude Opus 4.1", "original_source_name": "24Claude Opus 4.1", "canonical_name": "Claude Opus 4.1", "family_id": "unknown/claude-opus-4-1", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-1-20250805", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 56, "benchmark_llmstats_tau_bench_retail": 82.4, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-opus-4-20250514", "source_name": "Claude Opus 4", "original_source_name": "18Claude Opus 4", "canonical_name": "Claude Opus 4", "family_id": "unknown/claude-opus-4", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-20250514", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 59.6, "benchmark_llmstats_tau_bench_retail": 81.4, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-opus-4-5-20251101", "source_name": "Claude Opus 4.5", "original_source_name": "3Claude Opus 4.5", "canonical_name": "Claude Opus 4.5", "family_id": "unknown/claude-opus-4-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-5-20251101", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": 88.9, "benchmark_llmstats_tau2_telecom": 98.2, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-opus-4-6", "source_name": "Claude Opus 4.6", "original_source_name": null, "canonical_name": "Claude Opus 4.6", "family_id": "anthropic/claude-opus-4-6", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 11, "category_score": 46.4, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-6", "benchmark_aime_2025": 99.8, "benchmark_arc_agi_v2": 68.8, "benchmark_browsecomp": 84, "benchmark_gpqa": 91.3, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": 77.4, "benchmark_llmstats_deepsearchqa": 91.3, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 32.1, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 56, "benchmark_llmstats_gdpval_aa": 53.5, "benchmark_llmstats_health": 6.3, "benchmark_llmstats_hle": 53.1, "benchmark_llmstats_humanity_s_last_exam": 53.1, "benchmark_llmstats_legal": 29.6, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": 91.1, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 77.3, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": 72.7, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 77.8, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": 91.9, "benchmark_llmstats_tau2_telecom": 99.3, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 65.4, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": 27.9, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 62.7, "benchmark_mrcr_v2": 76, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80.8 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-opus-4-7", "source_name": "Claude Opus 4.7", "original_source_name": null, "canonical_name": "Claude Opus 4.7", "family_id": "anthropic/claude-opus-4-7", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 12, "category_score": 45.6, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-7", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 79.3, "benchmark_gpqa": 94.2, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": 91, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 34.2, "benchmark_llmstats_frontiercode_1_1": 38.5, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 63, "benchmark_llmstats_gdpval_aa": 51.4, "benchmark_llmstats_health": 23.9, "benchmark_llmstats_hle": 54.7, "benchmark_llmstats_humanity_s_last_exam": 54.7, "benchmark_llmstats_legal": 31.7, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": 91.5, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 64.3, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 69.4, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": 34.5, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 77.3, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 87.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-opus-4-8", "source_name": "Claude Opus 4.8", "original_source_name": null, "canonical_name": "Claude Opus 4.8", "family_id": "anthropic/claude-opus-4-8", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 5, "category_score": 52.6, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-8", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 84.3, "benchmark_gpqa": 93.6, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": 89.9, "benchmark_llmstats_deepsearchqa": 93.1, "benchmark_llmstats_deepswe_1_1": 59, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 32.3, "benchmark_llmstats_frontiercode_1_1": 46.5, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 75, "benchmark_llmstats_gdpval_aa": 54.6, "benchmark_llmstats_health": 19.5, "benchmark_llmstats_hle": 57.9, "benchmark_llmstats_humanity_s_last_exam": 57.9, "benchmark_llmstats_legal": 30.7, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": 87.9, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 84.4, "benchmark_llmstats_swe_bench_pro": 69.2, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 74.6, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 59.9, "benchmark_llmstats_vision": 40.1, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 82.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 88.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-opus-5", "source_name": "Claude Opus 5", "original_source_name": null, "canonical_name": "Claude Opus 5", "family_id": "anthropic/claude-opus-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-opus-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 90.8, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 68.8, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 53.4, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 62, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 64.7, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-sonnet-4-20250514", "source_name": "Claude Sonnet 4", "original_source_name": "21Claude Sonnet 4", "canonical_name": "Claude Sonnet 4", "family_id": "unknown/claude-sonnet-4", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-20250514", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 60, "benchmark_llmstats_tau_bench_retail": 80.5, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-sonnet-4-5-20250929", "source_name": "Claude Sonnet 4.5", "original_source_name": "5Claude Sonnet 4.5", "canonical_name": "Claude Sonnet 4.5", "family_id": "unknown/claude-sonnet-4-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-5-20250929", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": 47.5, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 70, "benchmark_llmstats_tau_bench_retail": 86.2, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-sonnet-4-6", "source_name": "Claude Sonnet 4.6", "original_source_name": null, "canonical_name": "Claude Sonnet 4.6", "family_id": "anthropic/claude-sonnet-4-6", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 28, "category_score": 38.4, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": 58.3, "benchmark_browsecomp": 74.7, "benchmark_gpqa": 89.9, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 32, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": 15.9, "benchmark_llmstats_hle": 49, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": 27.9, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": 89.3, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 75.6, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": 72.5, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": 91.7, "benchmark_llmstats_tau2_telecom": 97.9, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": 25.8, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 61.3, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 79.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "claude-sonnet-5", "source_name": "Claude Sonnet 5", "original_source_name": null, "canonical_name": "Claude Sonnet 5", "family_id": "anthropic/claude-sonnet-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-sonnet-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 84.7, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 54, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 42.7, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 53.9, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 78.3, "benchmark_llmstats_swe_bench_pro": 63.2, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 80.4, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 54.3, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 85.2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "deepseek-v4-flash-max", "source_name": "DeepSeek-V4-Flash-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Flash-Max", "family_id": "deepseek/deepseek-v4-flash", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 25, "category_score": 39.7, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-flash-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 73.2, "benchmark_gpqa": 88.1, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 28.3, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": 28.1, "benchmark_llmstats_hle": 45.1, "benchmark_llmstats_humanity_s_last_exam": 45.1, "benchmark_llmstats_legal": 28.3, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 86.2, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": 34.1, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 52.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 47.8, "benchmark_llmstats_vision": 21.2, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 69, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 79 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "deepseek-v4-pro-max", "source_name": "DeepSeek-V4-Pro-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Pro-Max", "family_id": "deepseek/deepseek-v4-pro", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 14, "category_score": 44, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-pro-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 83.4, "benchmark_gpqa": 90.1, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 31.1, "benchmark_llmstats_frontiercode_1_1": 17.6, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 29, "benchmark_llmstats_gdpval_aa": 44.4, "benchmark_llmstats_health": 31.3, "benchmark_llmstats_hle": 48.2, "benchmark_llmstats_humanity_s_last_exam": 48.2, "benchmark_llmstats_legal": 31.1, "benchmark_llmstats_livecodebench": 93.5, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 87.5, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": 57.9, "benchmark_llmstats_swe_bench_multilingual": 76.2, "benchmark_llmstats_swe_bench_pro": 55.4, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 67.9, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 51.8, "benchmark_llmstats_vision": 23, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 73.6, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gemini-2.5-pro", "source_name": "Gemini 2.5 Pro", "original_source_name": "29Gemini 2.5 Pro", "canonical_name": "Gemini 2.5 Pro", "family_id": "google/gemini-2-5-pro", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-2.5-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gemini-3-flash-preview", "source_name": "Gemini 3 Flash", "original_source_name": null, "canonical_name": "Gemini 3 Flash", "family_id": "google/gemini-3-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 29, "category_score": 37.7, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/gemini-3-flash-preview", "benchmark_aime_2025": 99.7, "benchmark_arc_agi_v2": 33.6, "benchmark_browsecomp": null, "benchmark_gpqa": 90.4, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": 80.3, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 19, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": 31.3, "benchmark_llmstats_hle": 43.5, "benchmark_llmstats_humanity_s_last_exam": 43.5, "benchmark_llmstats_legal": 12, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": 91.8, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 81.2, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": 69.1, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": 68.7, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 49.4, "benchmark_llmstats_vision": 26.2, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 57.4, "benchmark_mrcr_v2": 22.1, "benchmark_scicode": null, "benchmark_swe_bench_verified": 78 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gemini-3-pro-preview", "source_name": "Gemini 3 Pro", "original_source_name": null, "canonical_name": "Gemini 3 Pro", "family_id": "google/gemini-3-pro", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 27, "category_score": 39.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3-pro-preview", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": 31.1, "benchmark_browsecomp": null, "benchmark_gpqa": 91.9, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": 81.4, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": 34.8, "benchmark_llmstats_hle": 45.8, "benchmark_llmstats_humanity_s_last_exam": 45.8, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": 91.8, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 81, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": 72.7, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": 72.1, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": 27.1, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": 26.3, "benchmark_scicode": null, "benchmark_swe_bench_verified": 76.2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gemini-3.1-pro-preview", "source_name": "Gemini 3.1 Pro", "original_source_name": null, "canonical_name": "Gemini 3.1 Pro", "family_id": "google/gemini-3-1-pro-preview", "provider": "Google", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 18, "category_score": 43.6, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gemini-3.1-pro-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": 77.1, "benchmark_browsecomp": 85.9, "benchmark_gpqa": 94.3, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": 33.5, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 12, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 19.6, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 40, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": 18.2, "benchmark_llmstats_hle": 51.4, "benchmark_llmstats_humanity_s_last_exam": 51.4, "benchmark_llmstats_legal": 15.3, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": 92.6, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 80.5, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 54.2, "benchmark_llmstats_t2_bench": 99.3, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 68.5, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": 31.7, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 69.2, "benchmark_mrcr_v2": 26.3, "benchmark_scicode": 59, "benchmark_swe_bench_verified": 80.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gemini-3.5-flash", "source_name": "Gemini 3.5 Flash", "original_source_name": null, "canonical_name": "Gemini 3.5 Flash", "family_id": "google/gemini-3-5-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3.5-flash", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 37, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 45.7, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 76.2, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 56.5, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 83.6, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gemini-3.6-flash", "source_name": "Gemini 3.6 Flash", "original_source_name": null, "canonical_name": "Gemini 3.6 Flash", "family_id": "google/gemini-3-6-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3.6-flash", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 49, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 47.4, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 58.7, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 78, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gemma-2-27b-it", "source_name": "Gemma 2 27B", "original_source_name": "26Gemma 2 27B", "canonical_name": "Gemma 2 27B", "family_id": "unknown/gemma-2-27b", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemma-2-27b-it", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": 34.5, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "glm-4.5", "source_name": "GLM-4.5", "original_source_name": "20GLM-4.5", "canonical_name": "GLM-4.5", "family_id": "unknown/glm-4-5", "provider": "Z AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/glm-4.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 60.4, "benchmark_llmstats_tau_bench_retail": 79.7, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "glm-4.5-air", "source_name": "GLM-4.5-Air", "original_source_name": "19GLM-4.5-Air", "canonical_name": "GLM-4.5-Air", "family_id": "unknown/glm-4-5-air", "provider": "Z AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/glm-4.5-air", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 60.8, "benchmark_llmstats_tau_bench_retail": 77.9, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "glm-5.1", "source_name": "GLM-5.1", "original_source_name": null, "canonical_name": "GLM-5.1", "family_id": "unknown/glm-5-1", "provider": "Z AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/glm-5.1", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 79.3, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 31, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 58.4, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 69, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 71.8, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "glm-5.2", "source_name": "GLM-5.2", "original_source_name": null, "canonical_name": "GLM-5.2", "family_id": "zai/glm-5-2", "provider": "ZAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 8, "category_score": 47.1, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/glm-5.2", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": 91.2, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 44, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 24.5, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 74, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": 54.7, "benchmark_llmstats_humanity_s_last_exam": 54.7, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 62.1, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 82.7, "benchmark_llmstats_toolathlon": 48.2, "benchmark_llmstats_vision": 28.4, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 76.8, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5-2025-08-07", "source_name": "GPT-5", "original_source_name": "10GPT-5", "canonical_name": "GPT-5", "family_id": "unknown/gpt-5", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5-2025-08-07", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": 69.6, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 62.6, "benchmark_llmstats_tau2_retail": 81.1, "benchmark_llmstats_tau2_telecom": 96.7, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5.1-2025-11-13", "source_name": "GPT-5.1", "original_source_name": null, "canonical_name": "GPT-5.1", "family_id": "openai/gpt-5-1", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 30, "category_score": 37.1, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.1-2025-11-13", "benchmark_aime_2025": 94, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": 88.1, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": 26.7, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": 31, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": 85.4, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 67, "benchmark_llmstats_tau2_retail": 77.9, "benchmark_llmstats_tau2_telecom": 95.6, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": 21.7, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 76.3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5.1-instant-2025-11-12", "source_name": "GPT-5.1 Instant", "original_source_name": "12GPT-5.1 Instant", "canonical_name": "GPT-5.1 Instant", "family_id": "unknown/gpt-5-1-instant", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.1-instant-2025-11-12", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 67, "benchmark_llmstats_tau2_retail": 77.9, "benchmark_llmstats_tau2_telecom": 95.6, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5.1-thinking-2025-11-12", "source_name": "GPT-5.1 Thinking", "original_source_name": "11GPT-5.1 Thinking", "canonical_name": "GPT-5.1 Thinking", "family_id": "unknown/gpt-5-1-thinking", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.1-thinking-2025-11-12", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 67, "benchmark_llmstats_tau2_retail": 77.9, "benchmark_llmstats_tau2_telecom": 95.6, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5.2-2025-12-11", "source_name": "GPT-5.2", "original_source_name": null, "canonical_name": "GPT-5.2", "family_id": "openai/gpt-5-2", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 21, "category_score": 42.1, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.2-2025-12-11", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": 52.9, "benchmark_browsecomp": 65.8, "benchmark_gpqa": 92.4, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": 82.1, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": 40.3, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": 31.5, "benchmark_llmstats_hle": 34.5, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": 89.6, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 79.5, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": 86.3, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": 82, "benchmark_llmstats_tau2_telecom": 98.7, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 46.3, "benchmark_llmstats_vision": 28.4, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 60.6, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5.2-pro-2025-12-11", "source_name": "GPT-5.2 Pro", "original_source_name": null, "canonical_name": "GPT-5.2 Pro", "family_id": "openai/gpt-5-2-pro", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 19, "category_score": 43.2, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.2-pro-2025-12-11", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": 54.2, "benchmark_browsecomp": 77.9, "benchmark_gpqa": 93.2, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": 36.6, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": 24.4, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5.3-codex", "source_name": "GPT-5.3 Codex", "original_source_name": "20GPT-5.3 Codex", "canonical_name": "GPT-5.3 Codex", "family_id": "unknown/gpt-5-3-codex", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.3-codex", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 77.3, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5.4", "source_name": "GPT-5.4", "original_source_name": null, "canonical_name": "GPT-5.4", "family_id": "openai/gpt-5-4", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 17, "category_score": 43.7, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.4", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": 73.3, "benchmark_browsecomp": 82.7, "benchmark_gpqa": 92.8, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 52, "benchmark_llmstats_facts_grounding_default": 91.9, "benchmark_llmstats_finance": 27.6, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": 47.6, "benchmark_llmstats_frontierswe": 54, "benchmark_llmstats_gdpval_aa": 47.6, "benchmark_llmstats_health": 25.4, "benchmark_llmstats_hle": 39.8, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": 24.2, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": 55.6, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 81.2, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": 22.8, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": 55.1, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": 29.8, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57.7, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": 98.9, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 75.1, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 54.6, "benchmark_llmstats_vision": 30.1, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 67.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5.5", "source_name": "GPT-5.5", "original_source_name": null, "canonical_name": "GPT-5.5", "family_id": "openai/gpt-5-5", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 7, "category_score": 49.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": 85, "benchmark_browsecomp": 84.4, "benchmark_gpqa": 93.6, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 67, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 28.9, "benchmark_llmstats_frontiercode_1_1": 43, "benchmark_llmstats_frontiermath": 35.4, "benchmark_llmstats_frontierswe": 73, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": 52.2, "benchmark_llmstats_humanity_s_last_exam": 52.2, "benchmark_llmstats_legal": 21.1, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 83.2, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 58.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": 98, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 82.7, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 55.6, "benchmark_llmstats_vision": 36.9, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 75.3, "benchmark_mrcr_v2": 74, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5.5-pro", "source_name": "GPT-5.5 Pro", "original_source_name": "25GPT-5.5 Pro", "canonical_name": "GPT-5.5 Pro", "family_id": "unknown/gpt-5-5-pro", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.5-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 90.1, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 57.2, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5.6-luna", "source_name": "GPT-5.6 Luna", "original_source_name": null, "canonical_name": "GPT-5.6 Luna", "family_id": "openai/gpt-5-6-luna", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 9, "category_score": 46.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/gpt-5.6-luna", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 83.3, "benchmark_gpqa": 92.3, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 67, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 26.7, "benchmark_llmstats_frontiercode_1_1": 39.8, "benchmark_llmstats_frontiermath": 78.6, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 53.1, "benchmark_llmstats_health": 28.7, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": 27.9, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 78.4, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 62.7, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 84.7, "benchmark_llmstats_toolathlon": 53.4, "benchmark_llmstats_vision": 23.5, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": 41.3, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5.6-sol", "source_name": "GPT-5.6 Sol", "original_source_name": null, "canonical_name": "GPT-5.6 Sol", "family_id": "openai/gpt-5-6-sol", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 1, "category_score": 58, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-sol", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 90.4, "benchmark_gpqa": 94.6, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 73, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 37.1, "benchmark_llmstats_frontiercode_1_1": 47.5, "benchmark_llmstats_frontiermath": 89, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 58.3, "benchmark_llmstats_health": 36.7, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": 32.4, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 83, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 64.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 88.8, "benchmark_llmstats_toolathlon": 58, "benchmark_llmstats_vision": 38.2, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": 91.5, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "gpt-5.6-terra", "source_name": "GPT-5.6 Terra", "original_source_name": null, "canonical_name": "GPT-5.6 Terra", "family_id": "openai/gpt-5-6-terra", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 4, "category_score": 53.3, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-terra", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 87.5, "benchmark_gpqa": 92.9, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 70, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 31.7, "benchmark_llmstats_frontiercode_1_1": 41.3, "benchmark_llmstats_frontiermath": 84.9, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 53.1, "benchmark_llmstats_health": 32.4, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": 28.5, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 80.7, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 63.4, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 87.4, "benchmark_llmstats_toolathlon": 53.1, "benchmark_llmstats_vision": 30, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": 89.6, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "grok-4-heavy", "source_name": "Grok-4 Heavy", "original_source_name": null, "canonical_name": "Grok-4 Heavy", "family_id": "xai/grok-4-heavy", "provider": "xAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 22, "category_score": 41.4, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/grok-4-heavy", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": 88.4, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": 50.7, "benchmark_llmstats_humanity_s_last_exam": 50.7, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": 24.9, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "grok-4.5", "source_name": "Grok 4.5", "original_source_name": null, "canonical_name": "Grok 4.5", "family_id": "xai/grok-4-5", "provider": "xAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 6, "category_score": 49.5, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/grok-4.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": 93, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 54, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 27.3, "benchmark_llmstats_frontiercode_1_1": 42.4, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 51.4, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": 27.3, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 64.7, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 83.3, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "hermes-3-70b", "source_name": "Hermes 3 70B", "original_source_name": "14Hermes 3 70B", "canonical_name": "Hermes 3 70B", "family_id": "unknown/hermes-3-70b", "provider": "Nous Research", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/hermes-3-70b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": 89.9, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "hy3", "source_name": "Hy3", "original_source_name": null, "canonical_name": "Hy3", "family_id": "tencent/hy3", "provider": "Tencent", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 15, "category_score": 43.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/hy3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 84.2, "benchmark_gpqa": 90.4, "benchmark_llmstats_aa_lcr": 73.4, "benchmark_llmstats_apex_agents": 25.6, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": 91, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 75.8, "benchmark_llmstats_swe_bench_pro": 57.9, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 71.7, "benchmark_llmstats_toolathlon": 48.5, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": 76.4, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 79.1, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 78 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "kimi-k2-thinking-0905", "source_name": "Kimi K2-Thinking-0905", "original_source_name": "21Kimi K2-Thinking-0905", "canonical_name": "Kimi K2-Thinking-0905", "family_id": "unknown/kimi-k2-thinking-0905", "provider": "Moonshot AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/kimi-k2-thinking-0905", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 51, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 84.6, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "kimi-k2.5", "source_name": "Kimi K2.5", "original_source_name": "29Kimi K2.5", "canonical_name": "Kimi K2.5", "family_id": "unknown/kimi-k2-5", "provider": "Moonshot AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/kimi-k2.5", "benchmark_aime_2025": 96.1, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 74.9, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 70, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": 77.1, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 50.2, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 61, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 75.9, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 87.1, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": 57.4, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": 79, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "kimi-k2.6", "source_name": "Kimi K2.6", "original_source_name": null, "canonical_name": "Kimi K2.6", "family_id": "moonshot-ai/kimi-k2-6", "provider": "MoonshotAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 13, "category_score": 44.7, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/kimi-k2.6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 86.3, "benchmark_gpqa": 90.5, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": 27.9, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": 86.7, "benchmark_llmstats_deepsearchqa": 83, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 24.5, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 27, "benchmark_llmstats_gdpval_aa": 40.1, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": 36.4, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": 19.9, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": 89.6, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 80.1, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 76.7, "benchmark_llmstats_swe_bench_pro": 58.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 66.7, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 50, "benchmark_llmstats_vision": 30.4, "benchmark_llmstats_widesearch": 80.8, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": 52.2, "benchmark_swe_bench_verified": 80.2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "kimi-k2.7-code", "source_name": "Kimi K2.7 Code", "original_source_name": null, "canonical_name": "Kimi K2.7 Code", "family_id": "kimi/kimi-k2-7-code", "provider": "Kimi", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/kimi-k2.7-code", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 31, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 30.1, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 76, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "kimi-k3", "source_name": "Kimi K3", "original_source_name": null, "canonical_name": "Kimi K3", "family_id": "kimi/kimi-k3", "provider": "MoonshotAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 3, "category_score": 55.7, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/kimi-k3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 91.2, "benchmark_gpqa": 93.5, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": 37.6, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": 91.3, "benchmark_llmstats_deepsearchqa": 95, "benchmark_llmstats_deepswe_1_1": 69, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 31.5, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 81.2, "benchmark_llmstats_gdpval_aa": 55.6, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": 56, "benchmark_llmstats_humanity_s_last_exam": 56, "benchmark_llmstats_legal": 31.5, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 81.6, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 88.3, "benchmark_llmstats_toolathlon": 73.2, "benchmark_llmstats_vision": 39.2, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 84.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "llama-3.1-405b-instruct", "source_name": "Llama 3.1 405B Instruct", "original_source_name": "8Llama 3.1 405B Instruct", "canonical_name": "Llama 3.1 405B Instruct", "family_id": "unknown/llama-3-1-405b-instruct", "provider": "Meta", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/llama-3.1-405b-instruct", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "llama-3.1-70b-instruct", "source_name": "Llama 3.1 70B Instruct", "original_source_name": "29Llama 3.1 70B Instruct", "canonical_name": "Llama 3.1 70B Instruct", "family_id": "unknown/llama-3-1-70b-instruct", "provider": "Meta", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/llama-3.1-70b-instruct", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "longcat-flash-thinking", "source_name": "LongCat-Flash-Thinking", "original_source_name": "26LongCat-Flash-Thinking", "canonical_name": "LongCat-Flash-Thinking", "family_id": "unknown/longcat-flash-thinking", "provider": "Meituan", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/longcat-flash-thinking", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 67.5, "benchmark_llmstats_tau2_retail": 71.5, "benchmark_llmstats_tau2_telecom": 83.1, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "longcat-flash-thinking-2601", "source_name": "LongCat-Flash-Thinking-2601", "original_source_name": "2LongCat-Flash-Thinking-2601", "canonical_name": "LongCat-Flash-Thinking-2601", "family_id": "unknown/longcat-flash-thinking-2601", "provider": "Meituan", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/longcat-flash-thinking-2601", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 76.5, "benchmark_llmstats_tau2_retail": 88.6, "benchmark_llmstats_tau2_telecom": 99.3, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "mai-thinking-1", "source_name": "MAI-Thinking-1", "original_source_name": "22MAI-Thinking-1", "canonical_name": "MAI-Thinking-1", "family_id": "unknown/mai-thinking-1", "provider": "Microsoft", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/mai-thinking-1", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 61, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "mimo-v2-pro", "source_name": "MiMo-V2-Pro", "original_source_name": "23MiMo-V2-Pro", "canonical_name": "MiMo-V2-Pro", "family_id": "unknown/mimo-v2-pro", "provider": "Xiaomi", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/mimo-v2-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": 86.7, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": 96.8, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "mimo-v2.5-pro", "source_name": "MiMo-V2.5-Pro", "original_source_name": null, "canonical_name": "MiMo-V2.5-Pro", "family_id": "xiaomi/mimo-v2-5-pro", "provider": "Xiaomi", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/mimo-v2.5-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57.2, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 68.4, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 78.9 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "minimax-m1-40k", "source_name": "MiniMax M1 40K", "original_source_name": "13MiniMax M1 40K", "canonical_name": "MiniMax M1 40K", "family_id": "unknown/minimax-m1-40k", "provider": "MiniMax", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/minimax-m1-40k", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 61, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "minimax-m1-80k", "source_name": "MiniMax M1 80K", "original_source_name": "18MiniMax M1 80K", "canonical_name": "MiniMax M1 80K", "family_id": "unknown/minimax-m1-80k", "provider": "MiniMax", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/minimax-m1-80k", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 61.5, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "minimax-m2.5", "source_name": "MiniMax M2.5", "original_source_name": "29MiniMax M2.5", "canonical_name": "MiniMax M2.5", "family_id": "unknown/minimax-m2-5", "provider": "MiniMax", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/minimax-m2.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 76.3, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "minimax-m3", "source_name": "MiniMax M3", "original_source_name": null, "canonical_name": "MiniMax M3", "family_id": "minimax/minimax-m3", "provider": "MiniMax", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/minimax-m3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 83.5, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 14.7, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 47.7, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 59, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 66, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 74.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80.5 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "mistral-small-latest", "source_name": "Mistral Small 4", "original_source_name": "12Mistral Small 4", "canonical_name": "Mistral Small 4", "family_id": "mistral-ai/mistral-small-4", "provider": "Mistral AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/mistral-small-latest", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 71.2, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "muse-spark", "source_name": "Muse Spark", "original_source_name": null, "canonical_name": "Muse Spark", "family_id": "meta/muse-spark", "provider": "Meta", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 20, "category_score": 42.5, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/muse-spark", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": 42.5, "benchmark_browsecomp": null, "benchmark_gpqa": 89.5, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": 86.4, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 17.9, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": 36.5, "benchmark_llmstats_hle": 58.4, "benchmark_llmstats_humanity_s_last_exam": 58.4, "benchmark_llmstats_legal": 17.9, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 80.4, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": 84.1, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 52.4, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": 33.3, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 77.4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "muse-spark-1.1", "source_name": "Muse Spark 1.1", "original_source_name": null, "canonical_name": "Muse Spark 1.1", "family_id": "unknown/muse-spark-1-1", "provider": "Baidu", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/muse-spark-1.1", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 53, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 62.1, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 61.5, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 80, "benchmark_llmstats_toolathlon": 75.6, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 88.1, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "nemotron-3-ultra-550b-a55b", "source_name": "Nemotron 3 Ultra (550B A55B)", "original_source_name": "15Nemotron 3 Ultra (550B A55B)", "canonical_name": "Nemotron 3 Ultra (550B A55B)", "family_id": "unknown/nemotron-3-ultra-550b-a55b", "provider": "NVIDIA", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/nemotron-3-ultra-550b-a55b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 65.4, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 61.9, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "nova-2-lite", "source_name": "Nova 2 Lite", "original_source_name": "16Nova 2 Lite", "canonical_name": "Nova 2 Lite", "family_id": "unknown/nova-2-lite", "provider": "Amazon", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/nova-2-lite", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": 76.6, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 64.8, "benchmark_llmstats_tau2_retail": 76.5, "benchmark_llmstats_tau2_telecom": 76, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "nova-2-omni", "source_name": "Nova 2 Omni", "original_source_name": "9Nova 2 Omni", "canonical_name": "Nova 2 Omni", "family_id": "unknown/nova-2-omni", "provider": "Amazon", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/nova-2-omni", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": 75.5, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 68.8, "benchmark_llmstats_tau2_retail": 78.3, "benchmark_llmstats_tau2_telecom": 80, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "nova-2-pro", "source_name": "Nova 2 Pro", "original_source_name": "8Nova 2 Pro", "canonical_name": "Nova 2 Pro", "family_id": "unknown/nova-2-pro", "provider": "Amazon", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/nova-2-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": 77.7, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 65.2, "benchmark_llmstats_tau2_retail": 77.7, "benchmark_llmstats_tau2_telecom": 92.7, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "o3-2025-04-16", "source_name": "o3", "original_source_name": "27o3", "canonical_name": "o3", "family_id": "openai/o3", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/o3-2025-04-16", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": 60.4, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 64.8, "benchmark_llmstats_tau2_retail": 80.2, "benchmark_llmstats_tau2_telecom": 58.2, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen-2.5-72b-instruct", "source_name": "Qwen2.5 72B Instruct", "original_source_name": "22Qwen2.5 72B Instruct", "canonical_name": "Qwen2.5 72B Instruct", "family_id": "unknown/qwen2-5-72b-instruct", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/qwen-2.5-72b-instruct", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": 93.5, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen3-coder-480b-a35b-instruct", "source_name": "Qwen3-Coder 480B A35B Instruct", "original_source_name": "29Qwen3-Coder 480B A35B Instruct", "canonical_name": "Qwen3-Coder 480B A35B Instruct", "family_id": "unknown/qwen3-coder-480b-a35b-instruct", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/qwen3-coder-480b-a35b-instruct", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 60, "benchmark_llmstats_tau_bench_retail": 77.5, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen3-vl-235b-a22b-thinking", "source_name": "Qwen3 VL 235B A22B Thinking", "original_source_name": "28Qwen3 VL 235B A22B Thinking", "canonical_name": "Qwen3 VL 235B A22B Thinking", "family_id": "unknown/qwen3-vl-235b-a22b-thinking", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/qwen3-vl-235b-a22b-thinking", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": 8.5, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": 79.1, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": 86.7, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen3.5-122b-a10b", "source_name": "Qwen3.5-122B-A10B", "original_source_name": "30Qwen3.5-122B-A10B", "canonical_name": "Qwen3.5-122B-A10B", "family_id": "unknown/qwen3-5-122b-a10b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.5-122b-a10b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 66.9, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": 69.9, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 47.5, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 60.2, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 74.4, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 86.7, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": 44.1, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": 60.5, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen3.5-27b", "source_name": "Qwen3.5-27B", "original_source_name": "14Qwen3.5-27B", "canonical_name": "Qwen3.5-27B", "family_id": "unknown/qwen3-5-27b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.5-27b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 66.1, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 60.6, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 73.6, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen3.5-35b-a3b", "source_name": "Qwen3.5-35B-A3B", "original_source_name": "20Qwen3.5-35B-A3B", "canonical_name": "Qwen3.5-35B-A3B", "family_id": "unknown/qwen3-5-35b-a3b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.5-35b-a3b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 58.5, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 59, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 71.4, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen3.5-397b-a17b", "source_name": "Qwen3.5-397B-A17B", "original_source_name": null, "canonical_name": "Qwen3.5-397B-A17B", "family_id": "alibaba/qwen3-5-397b-a17b", "provider": "Qwen", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 26, "category_score": 39.6, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.5-397b-a17b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 69, "benchmark_gpqa": 88.4, "benchmark_llmstats_aa_lcr": 68.7, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": 70.3, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 31.8, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": 38.7, "benchmark_llmstats_hle": 28.7, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": 31.8, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 63.2, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 87.8, "benchmark_llmstats_mmmlu": 88.5, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": 67.6, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": 46.9, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 38.3, "benchmark_llmstats_vision": 19.6, "benchmark_llmstats_widesearch": 74, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 76.4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen3.5-9b", "source_name": "Qwen3.5-9B", "original_source_name": "27Qwen3.5-9B", "canonical_name": "Qwen3.5-9B", "family_id": "unknown/qwen3-5-9b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.5-9b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 63, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 55.2, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen3.6-27b", "source_name": "Qwen3.6-27B", "original_source_name": "28Qwen3.6-27B", "canonical_name": "Qwen3.6-27B", "family_id": "unknown/qwen3-6-27b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.6-27b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen3.6-35b-a3b", "source_name": "Qwen3.6-35B-A3B", "original_source_name": "24Qwen3.6-35B-A3B", "canonical_name": "Qwen3.6-35B-A3B", "family_id": "unknown/qwen3-6-35b-a3b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.6-35b-a3b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 71.4, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen3.6-plus", "source_name": "Qwen3.6 Plus", "original_source_name": null, "canonical_name": "Qwen3.6 Plus", "family_id": "alibaba/qwen3-6-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 23, "category_score": 40.4, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.6-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": 90.4, "benchmark_llmstats_aa_lcr": 68.3, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": 81.5, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 33, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": 41.6, "benchmark_llmstats_hle": 28.8, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": 34.7, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 62, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 88.5, "benchmark_llmstats_mmmlu": 89.5, "benchmark_llmstats_mmmu": 86, "benchmark_llmstats_mmmu_pro": 78.8, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": 68.2, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 56.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 39.8, "benchmark_llmstats_vision": 29.7, "benchmark_llmstats_widesearch": 74.3, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 74.1, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 78.8 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen3.7-max", "source_name": "Qwen3.7 Max", "original_source_name": null, "canonical_name": "Qwen3.7 Max", "family_id": "alibaba/qwen3-7", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 10, "category_score": 46.7, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.7-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": 92.4, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 37.5, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 43.6, "benchmark_llmstats_health": 45.1, "benchmark_llmstats_hle": 41.4, "benchmark_llmstats_humanity_s_last_exam": 41.4, "benchmark_llmstats_legal": 38.4, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": 91.6, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 89.6, "benchmark_llmstats_mmmlu": 90.3, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 78.3, "benchmark_llmstats_swe_bench_pro": 60.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 69.7, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": 26, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 76.4, "benchmark_mrcr_v2": null, "benchmark_scicode": 53.5, "benchmark_swe_bench_verified": 80.4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "qwen3.7-plus", "source_name": "Qwen3.7-Plus", "original_source_name": null, "canonical_name": "Qwen3.7-Plus", "family_id": "alibaba/qwen3-7-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 15, "category_score": 43.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.7-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": 90.3, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": 85.9, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": 31.4, "benchmark_llmstats_frontiercode_1_1": 10.2, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": 41.7, "benchmark_llmstats_hle": 34.7, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": 33, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": 89.6, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 76.2, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 88.5, "benchmark_llmstats_mmmlu": 89, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": 79, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": 79, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 75.8, "benchmark_llmstats_swe_bench_pro": 57.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 70.3, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": 34.4, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 73.2, "benchmark_mrcr_v2": null, "benchmark_scicode": 51.3, "benchmark_swe_bench_verified": 77.7 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "seed-2.0-pro", "source_name": "Seed 2.0 Pro", "original_source_name": null, "canonical_name": "Seed 2.0 Pro", "family_id": "bytedance/seed-2-0-pro", "provider": "Bytedance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 24, "category_score": 40.3, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.0-pro", "benchmark_aime_2025": 98.3, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 77.3, "benchmark_gpqa": 88.9, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 76.5 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "seed-2.1-pro", "source_name": "Seed 2.1 Pro", "original_source_name": null, "canonical_name": "Seed 2.1 Pro", "family_id": "unknown/seed-2-1-pro", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 86.2, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 55.7, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 78, "benchmark_llmstats_mathvista": 90.7, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57.5, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 71, "benchmark_llmstats_toolathlon": 50.6, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 83.8, "benchmark_mrcr_v2": null, "benchmark_scicode": 59.8, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "general", "source_model_id": "seed-2.1-turbo", "source_name": "Seed 2.1 Turbo", "original_source_name": null, "canonical_name": "Seed 2.1 Turbo", "family_id": "unknown/seed-2-1-turbo", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": null, "category_score": null, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-turbo", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 84.9, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 54.6, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 76.8, "benchmark_llmstats_mathvista": 90.5, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 67.6, "benchmark_llmstats_toolathlon": 49.1, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 80.3, "benchmark_mrcr_v2": null, "benchmark_scicode": 57.8, "benchmark_swe_bench_verified": null } ], "capabilities": { "coding": [ { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "claude-fable-5", "source_name": "Claude Fable 5", "original_source_name": null, "canonical_name": "Claude Fable 5", "family_id": "anthropic/claude-fable-5", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 2, "category_score": 48.4, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/claude-fable-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 70, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 53.5, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 90, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 80, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 84.3, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 95 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "claude-mythos-preview", "source_name": "Claude Mythos Preview", "original_source_name": null, "canonical_name": "Claude Mythos Preview", "family_id": "anthropic/claude-mythos-preview", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 3, "category_score": 46.6, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/claude-mythos-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 87.3, "benchmark_llmstats_swe_bench_pro": 77.8, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 82, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 93.9 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "claude-opus-4-6", "source_name": "Claude Opus 4.6", "original_source_name": null, "canonical_name": "Claude Opus 4.6", "family_id": "anthropic/claude-opus-4-6", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 20, "category_score": 35.1, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 56, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 77.8, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 65.4, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 62.7, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80.8 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "claude-opus-4-7", "source_name": "Claude Opus 4.7", "original_source_name": null, "canonical_name": "Claude Opus 4.7", "family_id": "anthropic/claude-opus-4-7", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 12, "category_score": 39.2, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-7", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 38.5, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 63, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 64.3, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 69.4, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 77.3, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 87.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "claude-opus-4-8", "source_name": "Claude Opus 4.8", "original_source_name": null, "canonical_name": "Claude Opus 4.8", "family_id": "anthropic/claude-opus-4-8", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 6, "category_score": 43.9, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-8", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 59, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 46.5, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 75, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 84.4, "benchmark_llmstats_swe_bench_pro": 69.2, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 74.6, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 82.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 88.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "claude-opus-5", "source_name": "Claude Opus 5", "original_source_name": null, "canonical_name": "Claude Opus 5", "family_id": "anthropic/claude-opus-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 7, "category_score": 42.7, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-opus-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 68.8, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 53.4, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "claude-sonnet-4-6", "source_name": "Claude Sonnet 4.6", "original_source_name": null, "canonical_name": "Claude Sonnet 4.6", "family_id": "anthropic/claude-sonnet-4-6", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 33, "category_score": 27.6, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 61.3, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 79.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "claude-sonnet-5", "source_name": "Claude Sonnet 5", "original_source_name": null, "canonical_name": "Claude Sonnet 5", "family_id": "anthropic/claude-sonnet-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 10, "category_score": 40.4, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-sonnet-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 54, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 42.7, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 78.3, "benchmark_llmstats_swe_bench_pro": 63.2, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 80.4, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 85.2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "deepseek-v4-flash-max", "source_name": "DeepSeek-V4-Flash-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Flash-Max", "family_id": "deepseek/deepseek-v4-flash", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 31, "category_score": 29.4, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-flash-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 52.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 69, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 79 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "deepseek-v4-pro-max", "source_name": "DeepSeek-V4-Pro-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Pro-Max", "family_id": "deepseek/deepseek-v4-pro", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 23, "category_score": 33.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-pro-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 17.6, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 29, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": 93.5, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 76.2, "benchmark_llmstats_swe_bench_pro": 55.4, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 67.9, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 73.6, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "gemini-3-flash-preview", "source_name": "Gemini 3 Flash", "original_source_name": null, "canonical_name": "Gemini 3 Flash", "family_id": "google/gemini-3-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 38, "category_score": 22.8, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/gemini-3-flash-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 57.4, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 78 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "gemini-3-pro-preview", "source_name": "Gemini 3 Pro", "original_source_name": null, "canonical_name": "Gemini 3 Pro", "family_id": "google/gemini-3-pro", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 35, "category_score": 24.5, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3-pro-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 76.2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "gemini-3.1-pro-preview", "source_name": "Gemini 3.1 Pro", "original_source_name": null, "canonical_name": "Gemini 3.1 Pro", "family_id": "google/gemini-3-1-pro-preview", "provider": "Google", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 25, "category_score": 33, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gemini-3.1-pro-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 12, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 40, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 54.2, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 68.5, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 69.2, "benchmark_mrcr_v2": null, "benchmark_scicode": 59, "benchmark_swe_bench_verified": 80.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "gemini-3.5-flash", "source_name": "Gemini 3.5 Flash", "original_source_name": null, "canonical_name": "Gemini 3.5 Flash", "family_id": "google/gemini-3-5-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 21, "category_score": 34.2, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3.5-flash", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 37, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 76.2, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 83.6, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "gemini-3.6-flash", "source_name": "Gemini 3.6 Flash", "original_source_name": null, "canonical_name": "Gemini 3.6 Flash", "family_id": "google/gemini-3-6-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 26, "category_score": 32.8, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3.6-flash", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 49, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 58.7, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 78, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "glm-5.1", "source_name": "GLM-5.1", "original_source_name": null, "canonical_name": "GLM-5.1", "family_id": "unknown/glm-5-1", "provider": "Z AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 24, "category_score": 33.4, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/glm-5.1", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 31, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 58.4, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 69, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 71.8, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "glm-5.2", "source_name": "GLM-5.2", "original_source_name": null, "canonical_name": "GLM-5.2", "family_id": "zai/glm-5-2", "provider": "ZAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 13, "category_score": 39, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/glm-5.2", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 44, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 24.5, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 74, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 62.1, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 82.7, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 76.8, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "gpt-5.1-2025-11-13", "source_name": "GPT-5.1", "original_source_name": null, "canonical_name": "GPT-5.1", "family_id": "openai/gpt-5-1", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 40, "category_score": 20.2, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.1-2025-11-13", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 76.3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "gpt-5.2-2025-12-11", "source_name": "GPT-5.2", "original_source_name": null, "canonical_name": "GPT-5.2", "family_id": "openai/gpt-5-2", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 34, "category_score": 24.6, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.2-2025-12-11", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 60.6, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "gpt-5.4", "source_name": "GPT-5.4", "original_source_name": null, "canonical_name": "GPT-5.4", "family_id": "openai/gpt-5-4", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 22, "category_score": 34.2, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.4", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 52, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 54, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57.7, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 75.1, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 67.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "gpt-5.5", "source_name": "GPT-5.5", "original_source_name": null, "canonical_name": "GPT-5.5", "family_id": "openai/gpt-5-5", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 8, "category_score": 41.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 67, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 43, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 73, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 58.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 82.7, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 75.3, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "gpt-5.6-luna", "source_name": "GPT-5.6 Luna", "original_source_name": null, "canonical_name": "GPT-5.6 Luna", "family_id": "openai/gpt-5-6-luna", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 11, "category_score": 39.3, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/gpt-5.6-luna", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 67, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 39.8, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 62.7, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 84.7, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "gpt-5.6-sol", "source_name": "GPT-5.6 Sol", "original_source_name": null, "canonical_name": "GPT-5.6 Sol", "family_id": "openai/gpt-5-6-sol", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 1, "category_score": 50.1, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-sol", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 73, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 47.5, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 64.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 88.8, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "gpt-5.6-terra", "source_name": "GPT-5.6 Terra", "original_source_name": null, "canonical_name": "GPT-5.6 Terra", "family_id": "openai/gpt-5-6-terra", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 4, "category_score": 46, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-terra", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 70, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 41.3, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 63.4, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 87.4, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "grok-4-heavy", "source_name": "Grok-4 Heavy", "original_source_name": null, "canonical_name": "Grok-4 Heavy", "family_id": "xai/grok-4-heavy", "provider": "xAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 41, "category_score": 18.4, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/grok-4-heavy", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "grok-4.5", "source_name": "Grok 4.5", "original_source_name": null, "canonical_name": "Grok 4.5", "family_id": "xai/grok-4-5", "provider": "xAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 9, "category_score": 40.5, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/grok-4.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 54, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 42.4, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 64.7, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 83.3, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "hy3", "source_name": "Hy3", "original_source_name": null, "canonical_name": "Hy3", "family_id": "tencent/hy3", "provider": "Tencent", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 17, "category_score": 35.7, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/hy3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 75.8, "benchmark_llmstats_swe_bench_pro": 57.9, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 71.7, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 79.1, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 78 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "kimi-k2.6", "source_name": "Kimi K2.6", "original_source_name": null, "canonical_name": "Kimi K2.6", "family_id": "moonshot-ai/kimi-k2-6", "provider": "MoonshotAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 19, "category_score": 35.4, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/kimi-k2.6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 27, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 76.7, "benchmark_llmstats_swe_bench_pro": 58.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 66.7, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": 52.2, "benchmark_swe_bench_verified": 80.2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "kimi-k2.7-code", "source_name": "Kimi K2.7 Code", "original_source_name": null, "canonical_name": "Kimi K2.7 Code", "family_id": "kimi/kimi-k2-7-code", "provider": "Kimi", "availability_class": "unknown", "is_open_weights": null, "category_rank": 30, "category_score": 32.2, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/kimi-k2.7-code", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 31, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 30.1, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 76, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "kimi-k3", "source_name": "Kimi K3", "original_source_name": null, "canonical_name": "Kimi K3", "family_id": "kimi/kimi-k3", "provider": "MoonshotAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 5, "category_score": 44.9, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/kimi-k3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 69, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": 81.2, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 88.3, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 84.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "mimo-v2.5-pro", "source_name": "MiMo-V2.5-Pro", "original_source_name": null, "canonical_name": "MiMo-V2.5-Pro", "family_id": "xiaomi/mimo-v2-5-pro", "provider": "Xiaomi", "availability_class": "unknown", "is_open_weights": null, "category_rank": 29, "category_score": 32.2, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/mimo-v2.5-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57.2, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 68.4, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 78.9 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "minimax-m3", "source_name": "MiniMax M3", "original_source_name": null, "canonical_name": "MiniMax M3", "family_id": "minimax/minimax-m3", "provider": "MiniMax", "availability_class": "unknown", "is_open_weights": null, "category_rank": 18, "category_score": 35.4, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/minimax-m3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 14.7, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 59, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 66, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 74.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80.5 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "muse-spark", "source_name": "Muse Spark", "original_source_name": null, "canonical_name": "Muse Spark", "family_id": "meta/muse-spark", "provider": "Meta", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 36, "category_score": 23.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/muse-spark", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 52.4, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 77.4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "muse-spark-1.1", "source_name": "Muse Spark 1.1", "original_source_name": null, "canonical_name": "Muse Spark 1.1", "family_id": "unknown/muse-spark-1-1", "provider": "Baidu", "availability_class": "unknown", "is_open_weights": null, "category_rank": 15, "category_score": 38.3, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/muse-spark-1.1", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": 53, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 61.5, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 80, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 88.1, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "qwen3.5-397b-a17b", "source_name": "Qwen3.5-397B-A17B", "original_source_name": null, "canonical_name": "Qwen3.5-397B-A17B", "family_id": "alibaba/qwen3-5-397b-a17b", "provider": "Qwen", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 37, "category_score": 23.1, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.5-397b-a17b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 76.4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "qwen3.6-plus", "source_name": "Qwen3.6 Plus", "original_source_name": null, "canonical_name": "Qwen3.6 Plus", "family_id": "alibaba/qwen3-6-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 32, "category_score": 29.3, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.6-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 56.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 74.1, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 78.8 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "qwen3.7-max", "source_name": "Qwen3.7 Max", "original_source_name": null, "canonical_name": "Qwen3.7 Max", "family_id": "alibaba/qwen3-7", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 14, "category_score": 38.9, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.7-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 78.3, "benchmark_llmstats_swe_bench_pro": 60.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 69.7, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 76.4, "benchmark_mrcr_v2": null, "benchmark_scicode": 53.5, "benchmark_swe_bench_verified": 80.4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "qwen3.7-plus", "source_name": "Qwen3.7-Plus", "original_source_name": null, "canonical_name": "Qwen3.7-Plus", "family_id": "alibaba/qwen3-7-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 28, "category_score": 32.7, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.7-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": 10.2, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": 75.8, "benchmark_llmstats_swe_bench_pro": 57.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 70.3, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 73.2, "benchmark_mrcr_v2": null, "benchmark_scicode": 51.3, "benchmark_swe_bench_verified": 77.7 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "seed-2.0-pro", "source_name": "Seed 2.0 Pro", "original_source_name": null, "canonical_name": "Seed 2.0 Pro", "family_id": "bytedance/seed-2-0-pro", "provider": "Bytedance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 39, "category_score": 21, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.0-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 76.5 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "seed-2.1-pro", "source_name": "Seed 2.1 Pro", "original_source_name": null, "canonical_name": "Seed 2.1 Pro", "family_id": "unknown/seed-2-1-pro", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 16, "category_score": 36.3, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57.5, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 71, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 83.8, "benchmark_mrcr_v2": null, "benchmark_scicode": 59.8, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "coding", "source_model_id": "seed-2.1-turbo", "source_name": "Seed 2.1 Turbo", "original_source_name": null, "canonical_name": "Seed 2.1 Turbo", "family_id": "unknown/seed-2-1-turbo", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 27, "category_score": 32.8, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-turbo", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 67.6, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 80.3, "benchmark_mrcr_v2": null, "benchmark_scicode": 57.8, "benchmark_swe_bench_verified": null } ], "long_context": [ { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "claude-mythos-preview", "source_name": "Claude Mythos Preview", "original_source_name": null, "canonical_name": "Claude Mythos Preview", "family_id": "anthropic/claude-mythos-preview", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 21, "category_score": 21.7, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/claude-mythos-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "claude-opus-4-6", "source_name": "Claude Opus 4.6", "original_source_name": null, "canonical_name": "Claude Opus 4.6", "family_id": "anthropic/claude-opus-4-6", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 10, "category_score": 26.6, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "claude-opus-4-7", "source_name": "Claude Opus 4.7", "original_source_name": null, "canonical_name": "Claude Opus 4.7", "family_id": "anthropic/claude-opus-4-7", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 34, "category_score": 10.9, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-7", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "claude-opus-4-8", "source_name": "Claude Opus 4.8", "original_source_name": null, "canonical_name": "Claude Opus 4.8", "family_id": "anthropic/claude-opus-4-8", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 19, "category_score": 22.4, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-8", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "claude-sonnet-4-5-20250929", "source_name": "Claude Sonnet 4.5", "original_source_name": "5Claude Sonnet 4.5", "canonical_name": "Claude Sonnet 4.5", "family_id": "unknown/claude-sonnet-4-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 26, "category_score": 19, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-5-20250929", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": 47.5, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "claude-sonnet-4-6", "source_name": "Claude Sonnet 4.6", "original_source_name": null, "canonical_name": "Claude Sonnet 4.6", "family_id": "anthropic/claude-sonnet-4-6", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 31, "category_score": 13.2, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "deepseek-v4-flash-max", "source_name": "DeepSeek-V4-Flash-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Flash-Max", "family_id": "deepseek/deepseek-v4-flash", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 37, "category_score": 3.9, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-flash-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "deepseek-v4-pro-max", "source_name": "DeepSeek-V4-Pro-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Pro-Max", "family_id": "deepseek/deepseek-v4-pro", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 35, "category_score": 9.7, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-pro-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "gemini-2.5-pro", "source_name": "Gemini 2.5 Pro", "original_source_name": "29Gemini 2.5 Pro", "canonical_name": "Gemini 2.5 Pro", "family_id": "google/gemini-2-5-pro", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 29, "category_score": 18.3, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-2.5-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "gemini-3-flash-preview", "source_name": "Gemini 3 Flash", "original_source_name": null, "canonical_name": "Gemini 3 Flash", "family_id": "google/gemini-3-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 36, "category_score": 9.2, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/gemini-3-flash-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "gemini-3-pro-preview", "source_name": "Gemini 3 Pro", "original_source_name": null, "canonical_name": "Gemini 3 Pro", "family_id": "google/gemini-3-pro", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 32, "category_score": 11.9, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3-pro-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "gemini-3.1-pro-preview", "source_name": "Gemini 3.1 Pro", "original_source_name": null, "canonical_name": "Gemini 3.1 Pro", "family_id": "google/gemini-3-1-pro-preview", "provider": "Google", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 32, "category_score": 11.9, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gemini-3.1-pro-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "gemini-3.6-flash", "source_name": "Gemini 3.6 Flash", "original_source_name": null, "canonical_name": "Gemini 3.6 Flash", "family_id": "google/gemini-3-6-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 23, "category_score": 21.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3.6-flash", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "gpt-5-2025-08-07", "source_name": "GPT-5", "original_source_name": "10GPT-5", "canonical_name": "GPT-5", "family_id": "unknown/gpt-5", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 25, "category_score": 20.3, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5-2025-08-07", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "gpt-5.4", "source_name": "GPT-5.4", "original_source_name": null, "canonical_name": "GPT-5.4", "family_id": "openai/gpt-5-4", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 30, "category_score": 18.3, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.4", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": 91.9, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": 55.6, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": 22.8, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": 55.1, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": 29.8, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "gpt-5.5", "source_name": "GPT-5.5", "original_source_name": null, "canonical_name": "GPT-5.5", "family_id": "openai/gpt-5-5", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 17, "category_score": 22.7, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "gpt-5.6-luna", "source_name": "GPT-5.6 Luna", "original_source_name": null, "canonical_name": "GPT-5.6 Luna", "family_id": "openai/gpt-5-6-luna", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 16, "category_score": 23.5, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/gpt-5.6-luna", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "gpt-5.6-sol", "source_name": "GPT-5.6 Sol", "original_source_name": null, "canonical_name": "GPT-5.6 Sol", "family_id": "openai/gpt-5-6-sol", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 1, "category_score": 35.2, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-sol", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "gpt-5.6-terra", "source_name": "GPT-5.6 Terra", "original_source_name": null, "canonical_name": "GPT-5.6 Terra", "family_id": "openai/gpt-5-6-terra", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 3, "category_score": 28.9, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-terra", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "hy3", "source_name": "Hy3", "original_source_name": null, "canonical_name": "Hy3", "family_id": "tencent/hy3", "provider": "Tencent", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 9, "category_score": 26.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/hy3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 73.4, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "kimi-k2.5", "source_name": "Kimi K2.5", "original_source_name": "29Kimi K2.5", "canonical_name": "Kimi K2.5", "family_id": "unknown/kimi-k2-5", "provider": "Moonshot AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 8, "category_score": 27.5, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/kimi-k2.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 70, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 61, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 75.9, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "mai-thinking-1", "source_name": "MAI-Thinking-1", "original_source_name": "22MAI-Thinking-1", "canonical_name": "MAI-Thinking-1", "family_id": "unknown/mai-thinking-1", "provider": "Microsoft", "availability_class": "unknown", "is_open_weights": null, "category_rank": 22, "category_score": 21.5, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/mai-thinking-1", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 61, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "minimax-m1-40k", "source_name": "MiniMax M1 40K", "original_source_name": "13MiniMax M1 40K", "canonical_name": "MiniMax M1 40K", "family_id": "unknown/minimax-m1-40k", "provider": "MiniMax", "availability_class": "unknown", "is_open_weights": null, "category_rank": 13, "category_score": 25.2, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/minimax-m1-40k", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 61, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "minimax-m1-80k", "source_name": "MiniMax M1 80K", "original_source_name": "18MiniMax M1 80K", "canonical_name": "MiniMax M1 80K", "family_id": "unknown/minimax-m1-80k", "provider": "MiniMax", "availability_class": "unknown", "is_open_weights": null, "category_rank": 18, "category_score": 22.6, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/minimax-m1-80k", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 61.5, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "mistral-small-latest", "source_name": "Mistral Small 4", "original_source_name": "12Mistral Small 4", "canonical_name": "Mistral Small 4", "family_id": "mistral-ai/mistral-small-4", "provider": "Mistral AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 12, "category_score": 25.3, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/mistral-small-latest", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 71.2, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "nemotron-3-ultra-550b-a55b", "source_name": "Nemotron 3 Ultra (550B A55B)", "original_source_name": "15Nemotron 3 Ultra (550B A55B)", "canonical_name": "Nemotron 3 Ultra (550B A55B)", "family_id": "unknown/nemotron-3-ultra-550b-a55b", "provider": "NVIDIA", "availability_class": "unknown", "is_open_weights": null, "category_rank": 15, "category_score": 24.6, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/nemotron-3-ultra-550b-a55b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 65.4, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 61.9, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "qwen3.5-122b-a10b", "source_name": "Qwen3.5-122B-A10B", "original_source_name": "30Qwen3.5-122B-A10B", "canonical_name": "Qwen3.5-122B-A10B", "family_id": "unknown/qwen3-5-122b-a10b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": 11, "category_score": 25.9, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.5-122b-a10b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 66.9, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 60.2, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 74.4, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "qwen3.5-27b", "source_name": "Qwen3.5-27B", "original_source_name": "14Qwen3.5-27B", "canonical_name": "Qwen3.5-27B", "family_id": "unknown/qwen3-5-27b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": 14, "category_score": 25.2, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.5-27b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 66.1, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 60.6, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 73.6, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "qwen3.5-35b-a3b", "source_name": "Qwen3.5-35B-A3B", "original_source_name": "20Qwen3.5-35B-A3B", "canonical_name": "Qwen3.5-35B-A3B", "family_id": "unknown/qwen3-5-35b-a3b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": 20, "category_score": 21.8, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.5-35b-a3b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 58.5, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 59, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 71.4, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "qwen3.5-397b-a17b", "source_name": "Qwen3.5-397B-A17B", "original_source_name": null, "canonical_name": "Qwen3.5-397B-A17B", "family_id": "alibaba/qwen3-5-397b-a17b", "provider": "Qwen", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 6, "category_score": 28.2, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.5-397b-a17b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 68.7, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 63.2, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "qwen3.5-9b", "source_name": "Qwen3.5-9B", "original_source_name": "27Qwen3.5-9B", "canonical_name": "Qwen3.5-9B", "family_id": "unknown/qwen3-5-9b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": 27, "category_score": 18.8, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.5-9b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 63, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 55.2, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "qwen3.6-27b", "source_name": "Qwen3.6-27B", "original_source_name": "28Qwen3.6-27B", "canonical_name": "Qwen3.6-27B", "family_id": "unknown/qwen3-6-27b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": 28, "category_score": 18.8, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.6-27b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "qwen3.6-35b-a3b", "source_name": "Qwen3.6-35B-A3B", "original_source_name": "24Qwen3.6-35B-A3B", "canonical_name": "Qwen3.6-35B-A3B", "family_id": "unknown/qwen3-6-35b-a3b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": 24, "category_score": 20.6, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.6-35b-a3b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 71.4, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "qwen3.6-plus", "source_name": "Qwen3.6 Plus", "original_source_name": null, "canonical_name": "Qwen3.6 Plus", "family_id": "alibaba/qwen3-6-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 2, "category_score": 29.3, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.6-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": 68.3, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": 62, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "qwen3.7-plus", "source_name": "Qwen3.7-Plus", "original_source_name": null, "canonical_name": "Qwen3.7-Plus", "family_id": "alibaba/qwen3-7-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 4, "category_score": 28.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.7-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 76.2, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "seed-2.1-pro", "source_name": "Seed 2.1 Pro", "original_source_name": null, "canonical_name": "Seed 2.1 Pro", "family_id": "unknown/seed-2-1-pro", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 5, "category_score": 28.4, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 78, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "long_context", "source_model_id": "seed-2.1-turbo", "source_name": "Seed 2.1 Turbo", "original_source_name": null, "canonical_name": "Seed 2.1 Turbo", "family_id": "unknown/seed-2-1-turbo", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 7, "category_score": 27.6, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-turbo", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": 76.8, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null } ], "math": [ { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "claude-fable-5", "source_name": "Claude Fable 5", "original_source_name": null, "canonical_name": "Claude Fable 5", "family_id": "anthropic/claude-fable-5", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 8, "category_score": 41.5, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/claude-fable-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 64.5, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "claude-mythos-preview", "source_name": "Claude Mythos Preview", "original_source_name": null, "canonical_name": "Claude Mythos Preview", "family_id": "anthropic/claude-mythos-preview", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 1, "category_score": 47.1, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/claude-mythos-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 64.7, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "claude-opus-4-6", "source_name": "Claude Opus 4.6", "original_source_name": null, "canonical_name": "Claude Opus 4.6", "family_id": "anthropic/claude-opus-4-6", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 14, "category_score": 40.4, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-6", "benchmark_aime_2025": 99.8, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 53.1, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "claude-opus-4-7", "source_name": "Claude Opus 4.7", "original_source_name": null, "canonical_name": "Claude Opus 4.7", "family_id": "anthropic/claude-opus-4-7", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 19, "category_score": 39.5, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-7", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 54.7, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "claude-opus-4-8", "source_name": "Claude Opus 4.8", "original_source_name": null, "canonical_name": "Claude Opus 4.8", "family_id": "anthropic/claude-opus-4-8", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 18, "category_score": 39.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-8", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 57.9, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "claude-opus-5", "source_name": "Claude Opus 5", "original_source_name": null, "canonical_name": "Claude Opus 5", "family_id": "anthropic/claude-opus-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 4, "category_score": 42.4, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-opus-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 64.7, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "claude-sonnet-4-6", "source_name": "Claude Sonnet 4.6", "original_source_name": null, "canonical_name": "Claude Sonnet 4.6", "family_id": "anthropic/claude-sonnet-4-6", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 34, "category_score": 34.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "deepseek-v4-flash-max", "source_name": "DeepSeek-V4-Flash-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Flash-Max", "family_id": "deepseek/deepseek-v4-flash", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 15, "category_score": 40.4, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-flash-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 45.1, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 86.2, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "deepseek-v4-pro-max", "source_name": "DeepSeek-V4-Pro-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Pro-Max", "family_id": "deepseek/deepseek-v4-pro", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 9, "category_score": 41.2, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-pro-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 48.2, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 87.5, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "gemini-3-flash-preview", "source_name": "Gemini 3 Flash", "original_source_name": null, "canonical_name": "Gemini 3 Flash", "family_id": "google/gemini-3-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 28, "category_score": 37.3, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/gemini-3-flash-preview", "benchmark_aime_2025": 99.7, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 43.5, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "gemini-3-pro-preview", "source_name": "Gemini 3 Pro", "original_source_name": null, "canonical_name": "Gemini 3 Pro", "family_id": "google/gemini-3-pro", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 27, "category_score": 37.5, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3-pro-preview", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 45.8, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "gemini-3.1-pro-preview", "source_name": "Gemini 3.1 Pro", "original_source_name": null, "canonical_name": "Gemini 3.1 Pro", "family_id": "google/gemini-3-1-pro-preview", "provider": "Google", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 3, "category_score": 43, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gemini-3.1-pro-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 51.4, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "glm-5.2", "source_name": "GLM-5.2", "original_source_name": null, "canonical_name": "GLM-5.2", "family_id": "zai/glm-5-2", "provider": "ZAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 6, "category_score": 41.9, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/glm-5.2", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 54.7, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "gpt-5.1-2025-11-13", "source_name": "GPT-5.1", "original_source_name": null, "canonical_name": "GPT-5.1", "family_id": "openai/gpt-5-1", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 37, "category_score": 30, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.1-2025-11-13", "benchmark_aime_2025": 94, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "gpt-5.2-2025-12-11", "source_name": "GPT-5.2", "original_source_name": null, "canonical_name": "GPT-5.2", "family_id": "openai/gpt-5-2", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 23, "category_score": 38.3, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.2-2025-12-11", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "gpt-5.2-pro-2025-12-11", "source_name": "GPT-5.2 Pro", "original_source_name": null, "canonical_name": "GPT-5.2 Pro", "family_id": "openai/gpt-5-2-pro", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 20, "category_score": 39.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.2-pro-2025-12-11", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "gpt-5.4", "source_name": "GPT-5.4", "original_source_name": null, "canonical_name": "GPT-5.4", "family_id": "openai/gpt-5-4", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 30, "category_score": 36.9, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.4", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "gpt-5.5", "source_name": "GPT-5.5", "original_source_name": null, "canonical_name": "GPT-5.5", "family_id": "openai/gpt-5-5", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 22, "category_score": 38.5, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 52.2, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "gpt-5.5-pro", "source_name": "GPT-5.5 Pro", "original_source_name": "25GPT-5.5 Pro", "canonical_name": "GPT-5.5 Pro", "family_id": "unknown/gpt-5-5-pro", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 25, "category_score": 37.7, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.5-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 57.2, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "gpt-5.6-luna", "source_name": "GPT-5.6 Luna", "original_source_name": null, "canonical_name": "GPT-5.6 Luna", "family_id": "openai/gpt-5-6-luna", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 38, "category_score": 29.4, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/gpt-5.6-luna", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "gpt-5.6-sol", "source_name": "GPT-5.6 Sol", "original_source_name": null, "canonical_name": "GPT-5.6 Sol", "family_id": "openai/gpt-5-6-sol", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 32, "category_score": 36.8, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-sol", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "gpt-5.6-terra", "source_name": "GPT-5.6 Terra", "original_source_name": null, "canonical_name": "GPT-5.6 Terra", "family_id": "openai/gpt-5-6-terra", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 35, "category_score": 33.4, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-terra", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "grok-4-heavy", "source_name": "Grok-4 Heavy", "original_source_name": null, "canonical_name": "Grok-4 Heavy", "family_id": "xai/grok-4-heavy", "provider": "xAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 7, "category_score": 41.7, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/grok-4-heavy", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 50.7, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "hy3", "source_name": "Hy3", "original_source_name": null, "canonical_name": "Hy3", "family_id": "tencent/hy3", "provider": "Tencent", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 33, "category_score": 35.7, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/hy3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "kimi-k2-thinking-0905", "source_name": "Kimi K2-Thinking-0905", "original_source_name": "21Kimi K2-Thinking-0905", "canonical_name": "Kimi K2-Thinking-0905", "family_id": "unknown/kimi-k2-thinking-0905", "provider": "Moonshot AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 21, "category_score": 38.6, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/kimi-k2-thinking-0905", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 51, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 84.6, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "kimi-k2.5", "source_name": "Kimi K2.5", "original_source_name": "29Kimi K2.5", "canonical_name": "Kimi K2.5", "family_id": "unknown/kimi-k2-5", "provider": "Moonshot AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 29, "category_score": 37.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/kimi-k2.5", "benchmark_aime_2025": 96.1, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 50.2, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 87.1, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "kimi-k2.6", "source_name": "Kimi K2.6", "original_source_name": null, "canonical_name": "Kimi K2.6", "family_id": "moonshot-ai/kimi-k2-6", "provider": "MoonshotAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 24, "category_score": 37.9, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/kimi-k2.6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "kimi-k3", "source_name": "Kimi K3", "original_source_name": null, "canonical_name": "Kimi K3", "family_id": "kimi/kimi-k3", "provider": "MoonshotAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 5, "category_score": 42, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/kimi-k3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 56, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "muse-spark", "source_name": "Muse Spark", "original_source_name": null, "canonical_name": "Muse Spark", "family_id": "meta/muse-spark", "provider": "Meta", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 17, "category_score": 40, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/muse-spark", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 58.4, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "muse-spark-1.1", "source_name": "Muse Spark 1.1", "original_source_name": null, "canonical_name": "Muse Spark 1.1", "family_id": "unknown/muse-spark-1-1", "provider": "Baidu", "availability_class": "unknown", "is_open_weights": null, "category_rank": 11, "category_score": 40.7, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/muse-spark-1.1", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 62.1, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "qwen3.5-122b-a10b", "source_name": "Qwen3.5-122B-A10B", "original_source_name": "30Qwen3.5-122B-A10B", "canonical_name": "Qwen3.5-122B-A10B", "family_id": "unknown/qwen3-5-122b-a10b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": 30, "category_score": 36.9, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.5-122b-a10b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 47.5, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 86.7, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "qwen3.5-397b-a17b", "source_name": "Qwen3.5-397B-A17B", "original_source_name": null, "canonical_name": "Qwen3.5-397B-A17B", "family_id": "alibaba/qwen3-5-397b-a17b", "provider": "Qwen", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 26, "category_score": 37.6, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.5-397b-a17b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 87.8, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "qwen3.6-plus", "source_name": "Qwen3.6 Plus", "original_source_name": null, "canonical_name": "Qwen3.6 Plus", "family_id": "alibaba/qwen3-6-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 16, "category_score": 40.1, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.6-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 88.5, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "qwen3.7-max", "source_name": "Qwen3.7 Max", "original_source_name": null, "canonical_name": "Qwen3.7 Max", "family_id": "alibaba/qwen3-7", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 2, "category_score": 44, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.7-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 41.4, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 89.6, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "qwen3.7-plus", "source_name": "Qwen3.7-Plus", "original_source_name": null, "canonical_name": "Qwen3.7-Plus", "family_id": "alibaba/qwen3-7-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 12, "category_score": 40.6, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.7-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": 88.5, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "seed-2.0-pro", "source_name": "Seed 2.0 Pro", "original_source_name": null, "canonical_name": "Seed 2.0 Pro", "family_id": "bytedance/seed-2-0-pro", "provider": "Bytedance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 36, "category_score": 32.9, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.0-pro", "benchmark_aime_2025": 98.3, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "seed-2.1-pro", "source_name": "Seed 2.1 Pro", "original_source_name": null, "canonical_name": "Seed 2.1 Pro", "family_id": "unknown/seed-2-1-pro", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 10, "category_score": 40.9, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 55.7, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": 90.7, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "math", "source_model_id": "seed-2.1-turbo", "source_name": "Seed 2.1 Turbo", "original_source_name": null, "canonical_name": "Seed 2.1 Turbo", "family_id": "unknown/seed-2-1-turbo", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 13, "category_score": 40.5, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-turbo", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": 54.6, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": 90.5, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null } ], "reasoning": [ { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "claude-fable-5", "source_name": "Claude Fable 5", "original_source_name": null, "canonical_name": "Claude Fable 5", "family_id": "anthropic/claude-fable-5", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 4, "category_score": 55.3, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/claude-fable-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 60.5, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 80, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 95 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "claude-mythos-preview", "source_name": "Claude Mythos Preview", "original_source_name": null, "canonical_name": "Claude Mythos Preview", "family_id": "anthropic/claude-mythos-preview", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 3, "category_score": 56.6, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/claude-mythos-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 77.8, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 93.9 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "claude-opus-4-6", "source_name": "Claude Opus 4.6", "original_source_name": null, "canonical_name": "Claude Opus 4.6", "family_id": "anthropic/claude-opus-4-6", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 15, "category_score": 46.7, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-6", "benchmark_aime_2025": 99.8, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 53.5, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80.8 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "claude-opus-4-7", "source_name": "Claude Opus 4.7", "original_source_name": null, "canonical_name": "Claude Opus 4.7", "family_id": "anthropic/claude-opus-4-7", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 14, "category_score": 47.1, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-7", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 51.4, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 64.3, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 87.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "claude-opus-4-8", "source_name": "Claude Opus 4.8", "original_source_name": null, "canonical_name": "Claude Opus 4.8", "family_id": "anthropic/claude-opus-4-8", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 7, "category_score": 52.1, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-8", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 54.6, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 69.2, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 88.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "claude-opus-5", "source_name": "Claude Opus 5", "original_source_name": null, "canonical_name": "Claude Opus 5", "family_id": "anthropic/claude-opus-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 2, "category_score": 57.7, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-opus-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 62, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "claude-sonnet-4-6", "source_name": "Claude Sonnet 4.6", "original_source_name": null, "canonical_name": "Claude Sonnet 4.6", "family_id": "anthropic/claude-sonnet-4-6", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 36, "category_score": 39.3, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 79.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "claude-sonnet-5", "source_name": "Claude Sonnet 5", "original_source_name": null, "canonical_name": "Claude Sonnet 5", "family_id": "anthropic/claude-sonnet-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 9, "category_score": 50.3, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-sonnet-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 53.9, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 63.2, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 85.2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "deepseek-v4-flash-max", "source_name": "DeepSeek-V4-Flash-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Flash-Max", "family_id": "deepseek/deepseek-v4-flash", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 33, "category_score": 40.5, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-flash-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 52.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 79 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "deepseek-v4-pro-max", "source_name": "DeepSeek-V4-Pro-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Pro-Max", "family_id": "deepseek/deepseek-v4-pro", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 23, "category_score": 44.2, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-pro-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 44.4, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 55.4, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gemini-3-flash-preview", "source_name": "Gemini 3 Flash", "original_source_name": null, "canonical_name": "Gemini 3 Flash", "family_id": "google/gemini-3-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 39, "category_score": 38.5, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/gemini-3-flash-preview", "benchmark_aime_2025": 99.7, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 78 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gemini-3-pro-preview", "source_name": "Gemini 3 Pro", "original_source_name": null, "canonical_name": "Gemini 3 Pro", "family_id": "google/gemini-3-pro", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 38, "category_score": 39.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3-pro-preview", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 76.2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gemini-3.1-pro-preview", "source_name": "Gemini 3.1 Pro", "original_source_name": null, "canonical_name": "Gemini 3.1 Pro", "family_id": "google/gemini-3-1-pro-preview", "provider": "Google", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 21, "category_score": 45.1, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gemini-3.1-pro-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 54.2, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80.6 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gemini-3.5-flash", "source_name": "Gemini 3.5 Flash", "original_source_name": null, "canonical_name": "Gemini 3.5 Flash", "family_id": "google/gemini-3-5-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 20, "category_score": 45.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3.5-flash", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 45.7, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gemini-3.6-flash", "source_name": "Gemini 3.6 Flash", "original_source_name": null, "canonical_name": "Gemini 3.6 Flash", "family_id": "google/gemini-3-6-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 27, "category_score": 43.3, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3.6-flash", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 47.4, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 58.7, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "glm-5.2", "source_name": "GLM-5.2", "original_source_name": null, "canonical_name": "GLM-5.2", "family_id": "zai/glm-5-2", "provider": "ZAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 17, "category_score": 46.3, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/glm-5.2", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 62.1, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gpt-5.1-2025-11-13", "source_name": "GPT-5.1", "original_source_name": null, "canonical_name": "GPT-5.1", "family_id": "openai/gpt-5-1", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 40, "category_score": 36.8, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.1-2025-11-13", "benchmark_aime_2025": 94, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 76.3 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gpt-5.2-2025-12-11", "source_name": "GPT-5.2", "original_source_name": null, "canonical_name": "GPT-5.2", "family_id": "openai/gpt-5-2", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 30, "category_score": 41.5, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.2-2025-12-11", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gpt-5.2-pro-2025-12-11", "source_name": "GPT-5.2 Pro", "original_source_name": null, "canonical_name": "GPT-5.2 Pro", "family_id": "openai/gpt-5-2-pro", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 29, "category_score": 41.6, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.2-pro-2025-12-11", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gpt-5.4", "source_name": "GPT-5.4", "original_source_name": null, "canonical_name": "GPT-5.4", "family_id": "openai/gpt-5-4", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 24, "category_score": 44, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.4", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 47.6, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57.7, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gpt-5.5", "source_name": "GPT-5.5", "original_source_name": null, "canonical_name": "GPT-5.5", "family_id": "openai/gpt-5-5", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 10, "category_score": 48.3, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 58.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gpt-5.5-pro", "source_name": "GPT-5.5 Pro", "original_source_name": "25GPT-5.5 Pro", "canonical_name": "GPT-5.5 Pro", "family_id": "unknown/gpt-5-5-pro", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 19, "category_score": 45.2, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.5-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gpt-5.6-luna", "source_name": "GPT-5.6 Luna", "original_source_name": null, "canonical_name": "GPT-5.6 Luna", "family_id": "openai/gpt-5-6-luna", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 16, "category_score": 46.6, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/gpt-5.6-luna", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 53.1, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 62.7, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gpt-5.6-sol", "source_name": "GPT-5.6 Sol", "original_source_name": null, "canonical_name": "GPT-5.6 Sol", "family_id": "openai/gpt-5-6-sol", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 1, "category_score": 58.1, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-sol", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 58.3, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 64.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "gpt-5.6-terra", "source_name": "GPT-5.6 Terra", "original_source_name": null, "canonical_name": "GPT-5.6 Terra", "family_id": "openai/gpt-5-6-terra", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 8, "category_score": 52.1, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-terra", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 53.1, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 63.4, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "grok-4-heavy", "source_name": "Grok-4 Heavy", "original_source_name": null, "canonical_name": "Grok-4 Heavy", "family_id": "xai/grok-4-heavy", "provider": "xAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 35, "category_score": 39.7, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/grok-4-heavy", "benchmark_aime_2025": 100, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "grok-4.5", "source_name": "Grok 4.5", "original_source_name": null, "canonical_name": "Grok 4.5", "family_id": "xai/grok-4-5", "provider": "xAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 11, "category_score": 48.2, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/grok-4.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 51.4, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 64.7, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "hy3", "source_name": "Hy3", "original_source_name": null, "canonical_name": "Hy3", "family_id": "tencent/hy3", "provider": "Tencent", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 25, "category_score": 43.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/hy3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57.9, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 78 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "kimi-k2.6", "source_name": "Kimi K2.6", "original_source_name": null, "canonical_name": "Kimi K2.6", "family_id": "moonshot-ai/kimi-k2-6", "provider": "MoonshotAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 22, "category_score": 44.9, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/kimi-k2.6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 40.1, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": 89.6, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 58.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80.2 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "kimi-k3", "source_name": "Kimi K3", "original_source_name": null, "canonical_name": "Kimi K3", "family_id": "kimi/kimi-k3", "provider": "MoonshotAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 5, "category_score": 54.9, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/kimi-k3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 55.6, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "minimax-m3", "source_name": "MiniMax M3", "original_source_name": null, "canonical_name": "MiniMax M3", "family_id": "minimax/minimax-m3", "provider": "MiniMax", "availability_class": "unknown", "is_open_weights": null, "category_rank": 28, "category_score": 43.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/minimax-m3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 47.7, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 59, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80.5 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "muse-spark", "source_name": "Muse Spark", "original_source_name": null, "canonical_name": "Muse Spark", "family_id": "meta/muse-spark", "provider": "Meta", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 31, "category_score": 41.4, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/muse-spark", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 52.4, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 77.4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "muse-spark-1.1", "source_name": "Muse Spark 1.1", "original_source_name": null, "canonical_name": "Muse Spark 1.1", "family_id": "unknown/muse-spark-1-1", "provider": "Baidu", "availability_class": "unknown", "is_open_weights": null, "category_rank": 6, "category_score": 52.3, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/muse-spark-1.1", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 61.5, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "qwen3.5-397b-a17b", "source_name": "Qwen3.5-397B-A17B", "original_source_name": null, "canonical_name": "Qwen3.5-397B-A17B", "family_id": "alibaba/qwen3-5-397b-a17b", "provider": "Qwen", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 36, "category_score": 39.3, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.5-397b-a17b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 76.4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "qwen3.6-plus", "source_name": "Qwen3.6 Plus", "original_source_name": null, "canonical_name": "Qwen3.6 Plus", "family_id": "alibaba/qwen3-6-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 32, "category_score": 41.3, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.6-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 56.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 78.8 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "qwen3.7-max", "source_name": "Qwen3.7 Max", "original_source_name": null, "canonical_name": "Qwen3.7 Max", "family_id": "alibaba/qwen3-7", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 13, "category_score": 47.3, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.7-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": 43.6, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": 91.6, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 60.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 80.4 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "qwen3.7-plus", "source_name": "Qwen3.7-Plus", "original_source_name": null, "canonical_name": "Qwen3.7-Plus", "family_id": "alibaba/qwen3-7-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 26, "category_score": 43.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.7-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": 89.6, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57.6, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 77.7 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "seed-2.0-pro", "source_name": "Seed 2.0 Pro", "original_source_name": null, "canonical_name": "Seed 2.0 Pro", "family_id": "bytedance/seed-2-0-pro", "provider": "Bytedance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 34, "category_score": 39.8, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.0-pro", "benchmark_aime_2025": 98.3, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": 76.5 }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "seed-2.1-pro", "source_name": "Seed 2.1 Pro", "original_source_name": null, "canonical_name": "Seed 2.1 Pro", "family_id": "unknown/seed-2-1-pro", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 12, "category_score": 48.2, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57.5, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "reasoning", "source_model_id": "seed-2.1-turbo", "source_name": "Seed 2.1 Turbo", "original_source_name": null, "canonical_name": "Seed 2.1 Turbo", "family_id": "unknown/seed-2-1-turbo", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 18, "category_score": 45.5, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-turbo", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": 57, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null } ], "research": [ { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "claude-mythos-preview", "source_name": "Claude Mythos Preview", "original_source_name": null, "canonical_name": "Claude Mythos Preview", "family_id": "anthropic/claude-mythos-preview", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 8, "category_score": 26.1, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/claude-mythos-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 86.9, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "claude-opus-4-6", "source_name": "Claude Opus 4.6", "original_source_name": null, "canonical_name": "Claude Opus 4.6", "family_id": "anthropic/claude-opus-4-6", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 10, "category_score": 24.6, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 84, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": 91.3, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "claude-opus-4-7", "source_name": "Claude Opus 4.7", "original_source_name": null, "canonical_name": "Claude Opus 4.7", "family_id": "anthropic/claude-opus-4-7", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 24, "category_score": 17.3, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-7", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 79.3, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "claude-opus-4-8", "source_name": "Claude Opus 4.8", "original_source_name": null, "canonical_name": "Claude Opus 4.8", "family_id": "anthropic/claude-opus-4-8", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 6, "category_score": 26.6, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-8", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 84.3, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": 93.1, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "claude-opus-5", "source_name": "Claude Opus 5", "original_source_name": null, "canonical_name": "Claude Opus 5", "family_id": "anthropic/claude-opus-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 2, "category_score": 30.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-opus-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 90.8, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "claude-sonnet-4-6", "source_name": "Claude Sonnet 4.6", "original_source_name": null, "canonical_name": "Claude Sonnet 4.6", "family_id": "anthropic/claude-sonnet-4-6", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 32, "category_score": 14.1, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 74.7, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "claude-sonnet-5", "source_name": "Claude Sonnet 5", "original_source_name": null, "canonical_name": "Claude Sonnet 5", "family_id": "anthropic/claude-sonnet-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 14, "category_score": 22.6, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-sonnet-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 84.7, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "deepseek-v4-flash-max", "source_name": "DeepSeek-V4-Flash-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Flash-Max", "family_id": "deepseek/deepseek-v4-flash", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 33, "category_score": 13.6, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-flash-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 73.2, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "deepseek-v4-pro-max", "source_name": "DeepSeek-V4-Pro-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Pro-Max", "family_id": "deepseek/deepseek-v4-pro", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 18, "category_score": 19, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-pro-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 83.4, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "gemini-3.1-pro-preview", "source_name": "Gemini 3.1 Pro", "original_source_name": null, "canonical_name": "Gemini 3.1 Pro", "family_id": "google/gemini-3-1-pro-preview", "provider": "Google", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 12, "category_score": 23.9, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gemini-3.1-pro-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 85.9, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "gemma-2-27b-it", "source_name": "Gemma 2 27B", "original_source_name": "26Gemma 2 27B", "canonical_name": "Gemma 2 27B", "family_id": "unknown/gemma-2-27b", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 26, "category_score": 16.7, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemma-2-27b-it", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": 34.5, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "glm-5.1", "source_name": "GLM-5.1", "original_source_name": null, "canonical_name": "GLM-5.1", "family_id": "unknown/glm-5-1", "provider": "Z AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 23, "category_score": 17.4, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/glm-5.1", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 79.3, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "gpt-5.1-2025-11-13", "source_name": "GPT-5.1", "original_source_name": null, "canonical_name": "GPT-5.1", "family_id": "openai/gpt-5-1", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 34, "category_score": 8.1, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.1-2025-11-13", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "gpt-5.2-2025-12-11", "source_name": "GPT-5.2", "original_source_name": null, "canonical_name": "GPT-5.2", "family_id": "openai/gpt-5-2", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 31, "category_score": 15.3, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.2-2025-12-11", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 65.8, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "gpt-5.2-pro-2025-12-11", "source_name": "GPT-5.2 Pro", "original_source_name": null, "canonical_name": "GPT-5.2 Pro", "family_id": "openai/gpt-5-2-pro", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 25, "category_score": 16.8, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.2-pro-2025-12-11", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 77.9, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "gpt-5.4", "source_name": "GPT-5.4", "original_source_name": null, "canonical_name": "GPT-5.4", "family_id": "openai/gpt-5-4", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 21, "category_score": 17.8, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.4", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 82.7, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "gpt-5.5", "source_name": "GPT-5.5", "original_source_name": null, "canonical_name": "GPT-5.5", "family_id": "openai/gpt-5-5", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 16, "category_score": 21.9, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 84.4, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "gpt-5.5-pro", "source_name": "GPT-5.5 Pro", "original_source_name": "25GPT-5.5 Pro", "canonical_name": "GPT-5.5 Pro", "family_id": "unknown/gpt-5-5-pro", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 4, "category_score": 27.9, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.5-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 90.1, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "gpt-5.6-luna", "source_name": "GPT-5.6 Luna", "original_source_name": null, "canonical_name": "GPT-5.6 Luna", "family_id": "openai/gpt-5-6-luna", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 20, "category_score": 18.4, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/gpt-5.6-luna", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 83.3, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "gpt-5.6-sol", "source_name": "GPT-5.6 Sol", "original_source_name": null, "canonical_name": "GPT-5.6 Sol", "family_id": "openai/gpt-5-6-sol", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 3, "category_score": 28.9, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-sol", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 90.4, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "gpt-5.6-terra", "source_name": "GPT-5.6 Terra", "original_source_name": null, "canonical_name": "GPT-5.6 Terra", "family_id": "openai/gpt-5-6-terra", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 5, "category_score": 27, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-terra", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 87.5, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "hy3", "source_name": "Hy3", "original_source_name": null, "canonical_name": "Hy3", "family_id": "tencent/hy3", "provider": "Tencent", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 9, "category_score": 24.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/hy3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 84.2, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": 91, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": 76.4, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "kimi-k2.5", "source_name": "Kimi K2.5", "original_source_name": "29Kimi K2.5", "canonical_name": "Kimi K2.5", "family_id": "unknown/kimi-k2-5", "provider": "Moonshot AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 15, "category_score": 22.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/kimi-k2.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 74.9, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": 77.1, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": 57.4, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": 79, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "kimi-k2.6", "source_name": "Kimi K2.6", "original_source_name": null, "canonical_name": "Kimi K2.6", "family_id": "moonshot-ai/kimi-k2-6", "provider": "MoonshotAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 7, "category_score": 26.3, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/kimi-k2.6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 86.3, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": 83, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": 80.8, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "kimi-k3", "source_name": "Kimi K3", "original_source_name": null, "canonical_name": "Kimi K3", "family_id": "kimi/kimi-k3", "provider": "MoonshotAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 1, "category_score": 34.4, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/kimi-k3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 91.2, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": 95, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "mimo-v2-pro", "source_name": "MiMo-V2-Pro", "original_source_name": "23MiMo-V2-Pro", "canonical_name": "MiMo-V2-Pro", "family_id": "unknown/mimo-v2-pro", "provider": "Xiaomi", "availability_class": "unknown", "is_open_weights": null, "category_rank": 22, "category_score": 17.4, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/mimo-v2-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": 86.7, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "minimax-m2.5", "source_name": "MiniMax M2.5", "original_source_name": "29MiniMax M2.5", "canonical_name": "MiniMax M2.5", "family_id": "unknown/minimax-m2-5", "provider": "MiniMax", "availability_class": "unknown", "is_open_weights": null, "category_rank": 29, "category_score": 15.8, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/minimax-m2.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 76.3, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "minimax-m3", "source_name": "MiniMax M3", "original_source_name": null, "canonical_name": "MiniMax M3", "family_id": "minimax/minimax-m3", "provider": "MiniMax", "availability_class": "unknown", "is_open_weights": null, "category_rank": 17, "category_score": 19.5, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/minimax-m3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 83.5, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "muse-spark", "source_name": "Muse Spark", "original_source_name": null, "canonical_name": "Muse Spark", "family_id": "meta/muse-spark", "provider": "Meta", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 35, "category_score": 0.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/muse-spark", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "qwen3.5-122b-a10b", "source_name": "Qwen3.5-122B-A10B", "original_source_name": "30Qwen3.5-122B-A10B", "canonical_name": "Qwen3.5-122B-A10B", "family_id": "unknown/qwen3-5-122b-a10b", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": 28, "category_score": 16.2, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/qwen3.5-122b-a10b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": 69.9, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": 44.1, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": 60.5, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "qwen3.5-397b-a17b", "source_name": "Qwen3.5-397B-A17B", "original_source_name": null, "canonical_name": "Qwen3.5-397B-A17B", "family_id": "alibaba/qwen3-5-397b-a17b", "provider": "Qwen", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 19, "category_score": 18.9, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.5-397b-a17b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 69, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": 70.3, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": 46.9, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": 74, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "qwen3.6-plus", "source_name": "Qwen3.6 Plus", "original_source_name": null, "canonical_name": "Qwen3.6 Plus", "family_id": "alibaba/qwen3-6-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 30, "category_score": 15.4, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.6-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": 74.3, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "seed-2.0-pro", "source_name": "Seed 2.0 Pro", "original_source_name": null, "canonical_name": "Seed 2.0 Pro", "family_id": "bytedance/seed-2-0-pro", "provider": "Bytedance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 27, "category_score": 16.3, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.0-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 77.3, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "seed-2.1-pro", "source_name": "Seed 2.1 Pro", "original_source_name": null, "canonical_name": "Seed 2.1 Pro", "family_id": "unknown/seed-2-1-pro", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 11, "category_score": 24.6, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 86.2, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "research", "source_model_id": "seed-2.1-turbo", "source_name": "Seed 2.1 Turbo", "original_source_name": null, "canonical_name": "Seed 2.1 Turbo", "family_id": "unknown/seed-2-1-turbo", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 13, "category_score": 23.2, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-turbo", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": 84.9, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null } ], "tool_calling": [ { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "claude-fable-5", "source_name": "Claude Fable 5", "original_source_name": null, "canonical_name": "Claude Fable 5", "family_id": "anthropic/claude-fable-5", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 14, "category_score": 28.4, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/claude-fable-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 84.3, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "claude-mythos-preview", "source_name": "Claude Mythos Preview", "original_source_name": null, "canonical_name": "Claude Mythos Preview", "family_id": "anthropic/claude-mythos-preview", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 9, "category_score": 29.1, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/claude-mythos-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 82, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "claude-opus-4-6", "source_name": "Claude Opus 4.6", "original_source_name": null, "canonical_name": "Claude Opus 4.6", "family_id": "anthropic/claude-opus-4-6", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 21, "category_score": 26.6, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": 91.9, "benchmark_llmstats_tau2_telecom": 99.3, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 65.4, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 62.7, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "claude-opus-4-7", "source_name": "Claude Opus 4.7", "original_source_name": null, "canonical_name": "Claude Opus 4.7", "family_id": "anthropic/claude-opus-4-7", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 16, "category_score": 27.3, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-7", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 69.4, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 77.3, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "claude-opus-4-8", "source_name": "Claude Opus 4.8", "original_source_name": null, "canonical_name": "Claude Opus 4.8", "family_id": "anthropic/claude-opus-4-8", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 5, "category_score": 33.6, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-opus-4-8", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 74.6, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 59.9, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 82.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "claude-opus-5", "source_name": "Claude Opus 5", "original_source_name": null, "canonical_name": "Claude Opus 5", "family_id": "anthropic/claude-opus-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 15, "category_score": 27.6, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-opus-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "claude-sonnet-4-5-20250929", "source_name": "Claude Sonnet 4.5", "original_source_name": "5Claude Sonnet 4.5", "canonical_name": "Claude Sonnet 4.5", "family_id": "unknown/claude-sonnet-4-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 22, "category_score": 26.3, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-5-20250929", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 70, "benchmark_llmstats_tau_bench_retail": 86.2, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "claude-sonnet-4-6", "source_name": "Claude Sonnet 4.6", "original_source_name": null, "canonical_name": "Claude Sonnet 4.6", "family_id": "anthropic/claude-sonnet-4-6", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 33, "category_score": 22.9, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": 91.7, "benchmark_llmstats_tau2_telecom": 97.9, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 61.3, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "claude-sonnet-5", "source_name": "Claude Sonnet 5", "original_source_name": null, "canonical_name": "Claude Sonnet 5", "family_id": "anthropic/claude-sonnet-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 13, "category_score": 28.4, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-sonnet-5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 80.4, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 54.3, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "deepseek-v4-flash-max", "source_name": "DeepSeek-V4-Flash-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Flash-Max", "family_id": "deepseek/deepseek-v4-flash", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 36, "category_score": 19.5, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-flash-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 47.8, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 69, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "deepseek-v4-pro-max", "source_name": "DeepSeek-V4-Pro-Max", "original_source_name": null, "canonical_name": "DeepSeek-V4-Pro-Max", "family_id": "deepseek/deepseek-v4-pro", "provider": "DeepSeek", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 25, "category_score": 25.4, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/deepseek-v4-pro-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 67.9, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 51.8, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 73.6, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "gemini-3-flash-preview", "source_name": "Gemini 3 Flash", "original_source_name": null, "canonical_name": "Gemini 3 Flash", "family_id": "google/gemini-3-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 38, "category_score": 18.4, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/gemini-3-flash-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 49.4, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 57.4, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "gemini-3-pro-preview", "source_name": "Gemini 3 Pro", "original_source_name": null, "canonical_name": "Gemini 3 Pro", "family_id": "google/gemini-3-pro", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 41, "category_score": 13.8, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3-pro-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "gemini-3.1-pro-preview", "source_name": "Gemini 3.1 Pro", "original_source_name": null, "canonical_name": "Gemini 3.1 Pro", "family_id": "google/gemini-3-1-pro-preview", "provider": "Google", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 28, "category_score": 24.8, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gemini-3.1-pro-preview", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": 99.3, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 68.5, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 69.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "gemini-3.5-flash", "source_name": "Gemini 3.5 Flash", "original_source_name": null, "canonical_name": "Gemini 3.5 Flash", "family_id": "google/gemini-3-5-flash", "provider": "Google", "availability_class": "unknown", "is_open_weights": null, "category_rank": 6, "category_score": 33.6, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gemini-3.5-flash", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 76.2, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 56.5, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 83.6, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "glm-5.2", "source_name": "GLM-5.2", "original_source_name": null, "canonical_name": "GLM-5.2", "family_id": "zai/glm-5-2", "provider": "ZAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 23, "category_score": 26.1, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/glm-5.2", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 82.7, "benchmark_llmstats_toolathlon": 48.2, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 76.8, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "gpt-5.1-2025-11-13", "source_name": "GPT-5.1", "original_source_name": null, "canonical_name": "GPT-5.1", "family_id": "openai/gpt-5-1", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 37, "category_score": 19, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.1-2025-11-13", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 67, "benchmark_llmstats_tau2_retail": 77.9, "benchmark_llmstats_tau2_telecom": 95.6, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "gpt-5.2-2025-12-11", "source_name": "GPT-5.2", "original_source_name": null, "canonical_name": "GPT-5.2", "family_id": "openai/gpt-5-2", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 35, "category_score": 21.7, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.2-2025-12-11", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": 82, "benchmark_llmstats_tau2_telecom": 98.7, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 46.3, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 60.6, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "gpt-5.3-codex", "source_name": "GPT-5.3 Codex", "original_source_name": "20GPT-5.3 Codex", "canonical_name": "GPT-5.3 Codex", "family_id": "unknown/gpt-5-3-codex", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 20, "category_score": 26.8, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.3-codex", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 77.3, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "gpt-5.4", "source_name": "GPT-5.4", "original_source_name": null, "canonical_name": "GPT-5.4", "family_id": "openai/gpt-5-4", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 10, "category_score": 29, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.4", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": 98.9, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 75.1, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 54.6, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 67.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "gpt-5.5", "source_name": "GPT-5.5", "original_source_name": null, "canonical_name": "GPT-5.5", "family_id": "openai/gpt-5-5", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 7, "category_score": 31.5, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": 98, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 82.7, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 55.6, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 75.3, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "gpt-5.6-luna", "source_name": "GPT-5.6 Luna", "original_source_name": null, "canonical_name": "GPT-5.6 Luna", "family_id": "openai/gpt-5-6-luna", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 11, "category_score": 28.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/gpt-5.6-luna", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 84.7, "benchmark_llmstats_toolathlon": 53.4, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "gpt-5.6-sol", "source_name": "GPT-5.6 Sol", "original_source_name": null, "canonical_name": "GPT-5.6 Sol", "family_id": "openai/gpt-5-6-sol", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 2, "category_score": 36.1, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-sol", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 88.8, "benchmark_llmstats_toolathlon": 58, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "gpt-5.6-terra", "source_name": "GPT-5.6 Terra", "original_source_name": null, "canonical_name": "GPT-5.6 Terra", "family_id": "openai/gpt-5-6-terra", "provider": "OpenAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 4, "category_score": 34, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/gpt-5.6-terra", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 87.4, "benchmark_llmstats_toolathlon": 53.1, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "grok-4.5", "source_name": "Grok 4.5", "original_source_name": null, "canonical_name": "Grok 4.5", "family_id": "xai/grok-4-5", "provider": "xAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 32, "category_score": 23, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/grok-4.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 83.3, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "hy3", "source_name": "Hy3", "original_source_name": null, "canonical_name": "Hy3", "family_id": "tencent/hy3", "provider": "Tencent", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 24, "category_score": 25.6, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/hy3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 71.7, "benchmark_llmstats_toolathlon": 48.5, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 79.1, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "kimi-k2.6", "source_name": "Kimi K2.6", "original_source_name": null, "canonical_name": "Kimi K2.6", "family_id": "moonshot-ai/kimi-k2-6", "provider": "MoonshotAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 31, "category_score": 23.5, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/kimi-k2.6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 66.7, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 50, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "kimi-k2.7-code", "source_name": "Kimi K2.7 Code", "original_source_name": null, "canonical_name": "Kimi K2.7 Code", "family_id": "kimi/kimi-k2-7-code", "provider": "Kimi", "availability_class": "unknown", "is_open_weights": null, "category_rank": 18, "category_score": 27.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/kimi-k2.7-code", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 76, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "kimi-k3", "source_name": "Kimi K3", "original_source_name": null, "canonical_name": "Kimi K3", "family_id": "kimi/kimi-k3", "provider": "MoonshotAI", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 1, "category_score": 39.2, "match_status": "matched_manual", "source_model_url": "https://llm-stats.com/models/kimi-k3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 88.3, "benchmark_llmstats_toolathlon": 73.2, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 84.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "llama-3.1-405b-instruct", "source_name": "Llama 3.1 405B Instruct", "original_source_name": "8Llama 3.1 405B Instruct", "canonical_name": "Llama 3.1 405B Instruct", "family_id": "unknown/llama-3-1-405b-instruct", "provider": "Meta", "availability_class": "unknown", "is_open_weights": null, "category_rank": 8, "category_score": 30.8, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/llama-3.1-405b-instruct", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "llama-3.1-70b-instruct", "source_name": "Llama 3.1 70B Instruct", "original_source_name": "29Llama 3.1 70B Instruct", "canonical_name": "Llama 3.1 70B Instruct", "family_id": "unknown/llama-3-1-70b-instruct", "provider": "Meta", "availability_class": "unknown", "is_open_weights": null, "category_rank": 29, "category_score": 24.5, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/llama-3.1-70b-instruct", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "longcat-flash-thinking-2601", "source_name": "LongCat-Flash-Thinking-2601", "original_source_name": "2LongCat-Flash-Thinking-2601", "canonical_name": "LongCat-Flash-Thinking-2601", "family_id": "unknown/longcat-flash-thinking-2601", "provider": "Meituan", "availability_class": "unknown", "is_open_weights": null, "category_rank": 17, "category_score": 27.2, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/longcat-flash-thinking-2601", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 76.5, "benchmark_llmstats_tau2_retail": 88.6, "benchmark_llmstats_tau2_telecom": 99.3, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "minimax-m3", "source_name": "MiniMax M3", "original_source_name": null, "canonical_name": "MiniMax M3", "family_id": "minimax/minimax-m3", "provider": "MiniMax", "availability_class": "unknown", "is_open_weights": null, "category_rank": 30, "category_score": 23.7, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/minimax-m3", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 66, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 74.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "muse-spark", "source_name": "Muse Spark", "original_source_name": null, "canonical_name": "Muse Spark", "family_id": "meta/muse-spark", "provider": "Meta", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 40, "category_score": 16.8, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/muse-spark", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "muse-spark-1.1", "source_name": "Muse Spark 1.1", "original_source_name": null, "canonical_name": "Muse Spark 1.1", "family_id": "unknown/muse-spark-1-1", "provider": "Baidu", "availability_class": "unknown", "is_open_weights": null, "category_rank": 3, "category_score": 34.2, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/muse-spark-1.1", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 80, "benchmark_llmstats_toolathlon": 75.6, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 88.1, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "qwen3.5-397b-a17b", "source_name": "Qwen3.5-397B-A17B", "original_source_name": null, "canonical_name": "Qwen3.5-397B-A17B", "family_id": "alibaba/qwen3-5-397b-a17b", "provider": "Qwen", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 39, "category_score": 18.2, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.5-397b-a17b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 38.3, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "qwen3.6-plus", "source_name": "Qwen3.6 Plus", "original_source_name": null, "canonical_name": "Qwen3.6 Plus", "family_id": "alibaba/qwen3-6-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 34, "category_score": 22.2, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.6-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": 39.8, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 74.1, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "qwen3.7-max", "source_name": "Qwen3.7 Max", "original_source_name": null, "canonical_name": "Qwen3.7 Max", "family_id": "alibaba/qwen3-7", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 12, "category_score": 28.7, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.7-max", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 69.7, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 76.4, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "qwen3.7-plus", "source_name": "Qwen3.7-Plus", "original_source_name": null, "canonical_name": "Qwen3.7-Plus", "family_id": "alibaba/qwen3-7-plus", "provider": "Qwen", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 26, "category_score": 25.2, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.7-plus", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": 70.3, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 73.2, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "seed-2.1-pro", "source_name": "Seed 2.1 Pro", "original_source_name": null, "canonical_name": "Seed 2.1 Pro", "family_id": "unknown/seed-2-1-pro", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 19, "category_score": 26.9, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 71, "benchmark_llmstats_toolathlon": 50.6, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 83.8, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "tool_calling", "source_model_id": "seed-2.1-turbo", "source_name": "Seed 2.1 Turbo", "original_source_name": null, "canonical_name": "Seed 2.1 Turbo", "family_id": "unknown/seed-2-1-turbo", "provider": "ByteDance", "availability_class": "unknown", "is_open_weights": null, "category_rank": 27, "category_score": 25, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/seed-2.1-turbo", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": 67.6, "benchmark_llmstats_toolathlon": 49.1, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": 80.3, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null } ], "writing": [ { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "claude-3-7-sonnet-20250219", "source_name": "Claude 3.7 Sonnet", "original_source_name": "25Claude 3.7 Sonnet", "canonical_name": "Claude 3.7 Sonnet", "family_id": "unknown/claude-3-7-sonnet", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 25, "category_score": 18.6, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/claude-3-7-sonnet-20250219", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 58.4, "benchmark_llmstats_tau_bench_retail": 81.2, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "claude-haiku-4-5-20251001", "source_name": "Claude Haiku 4.5", "original_source_name": "17Claude Haiku 4.5", "canonical_name": "Claude Haiku 4.5", "family_id": "unknown/claude-haiku-4-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 17, "category_score": 20.1, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/claude-haiku-4-5-20251001", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 63.6, "benchmark_llmstats_tau2_retail": 83.2, "benchmark_llmstats_tau2_telecom": 83, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "claude-opus-4-1-20250805", "source_name": "Claude Opus 4.1", "original_source_name": "24Claude Opus 4.1", "canonical_name": "Claude Opus 4.1", "family_id": "unknown/claude-opus-4-1", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 24, "category_score": 19, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-1-20250805", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 56, "benchmark_llmstats_tau_bench_retail": 82.4, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "claude-opus-4-20250514", "source_name": "Claude Opus 4", "original_source_name": "18Claude Opus 4", "canonical_name": "Claude Opus 4", "family_id": "unknown/claude-opus-4", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 18, "category_score": 19.9, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-20250514", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 59.6, "benchmark_llmstats_tau_bench_retail": 81.4, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "claude-opus-4-5-20251101", "source_name": "Claude Opus 4.5", "original_source_name": "3Claude Opus 4.5", "canonical_name": "Claude Opus 4.5", "family_id": "unknown/claude-opus-4-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 3, "category_score": 27.2, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-5-20251101", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": 88.9, "benchmark_llmstats_tau2_telecom": 98.2, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "claude-opus-4-6", "source_name": "Claude Opus 4.6", "original_source_name": null, "canonical_name": "Claude Opus 4.6", "family_id": "anthropic/claude-opus-4-6", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 1, "category_score": 31.9, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-opus-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": 91.9, "benchmark_llmstats_tau2_telecom": 99.3, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "claude-sonnet-4-20250514", "source_name": "Claude Sonnet 4", "original_source_name": "21Claude Sonnet 4", "canonical_name": "Claude Sonnet 4", "family_id": "unknown/claude-sonnet-4", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 21, "category_score": 19.2, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-20250514", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 60, "benchmark_llmstats_tau_bench_retail": 80.5, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "claude-sonnet-4-5-20250929", "source_name": "Claude Sonnet 4.5", "original_source_name": "5Claude Sonnet 4.5", "canonical_name": "Claude Sonnet 4.5", "family_id": "unknown/claude-sonnet-4-5", "provider": "Anthropic", "availability_class": "unknown", "is_open_weights": null, "category_rank": 5, "category_score": 26.5, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-5-20250929", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 70, "benchmark_llmstats_tau_bench_retail": 86.2, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "claude-sonnet-4-6", "source_name": "Claude Sonnet 4.6", "original_source_name": null, "canonical_name": "Claude Sonnet 4.6", "family_id": "anthropic/claude-sonnet-4-6", "provider": "Anthropic", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 4, "category_score": 27.1, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/claude-sonnet-4-6", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": 91.7, "benchmark_llmstats_tau2_telecom": 97.9, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "glm-4.5", "source_name": "GLM-4.5", "original_source_name": "20GLM-4.5", "canonical_name": "GLM-4.5", "family_id": "unknown/glm-4-5", "provider": "Z AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 20, "category_score": 19.3, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/glm-4.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 60.4, "benchmark_llmstats_tau_bench_retail": 79.7, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "glm-4.5-air", "source_name": "GLM-4.5-Air", "original_source_name": "19GLM-4.5-Air", "canonical_name": "GLM-4.5-Air", "family_id": "unknown/glm-4-5-air", "provider": "Z AI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 19, "category_score": 19.4, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/glm-4.5-air", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 60.8, "benchmark_llmstats_tau_bench_retail": 77.9, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "gpt-5-2025-08-07", "source_name": "GPT-5", "original_source_name": "10GPT-5", "canonical_name": "GPT-5", "family_id": "unknown/gpt-5", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 10, "category_score": 22.6, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5-2025-08-07", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": 69.6, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 62.6, "benchmark_llmstats_tau2_retail": 81.1, "benchmark_llmstats_tau2_telecom": 96.7, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "gpt-5.1-2025-11-13", "source_name": "GPT-5.1", "original_source_name": null, "canonical_name": "GPT-5.1", "family_id": "openai/gpt-5-1", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 13, "category_score": 21.6, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.1-2025-11-13", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 67, "benchmark_llmstats_tau2_retail": 77.9, "benchmark_llmstats_tau2_telecom": 95.6, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "gpt-5.1-instant-2025-11-12", "source_name": "GPT-5.1 Instant", "original_source_name": "12GPT-5.1 Instant", "canonical_name": "GPT-5.1 Instant", "family_id": "unknown/gpt-5-1-instant", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 12, "category_score": 21.7, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.1-instant-2025-11-12", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 67, "benchmark_llmstats_tau2_retail": 77.9, "benchmark_llmstats_tau2_telecom": 95.6, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "gpt-5.1-thinking-2025-11-12", "source_name": "GPT-5.1 Thinking", "original_source_name": "11GPT-5.1 Thinking", "canonical_name": "GPT-5.1 Thinking", "family_id": "unknown/gpt-5-1-thinking", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 11, "category_score": 21.7, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.1-thinking-2025-11-12", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 67, "benchmark_llmstats_tau2_retail": 77.9, "benchmark_llmstats_tau2_telecom": 95.6, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "gpt-5.2-2025-12-11", "source_name": "GPT-5.2", "original_source_name": null, "canonical_name": "GPT-5.2", "family_id": "openai/gpt-5-2", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 6, "category_score": 25.3, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.2-2025-12-11", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": 82, "benchmark_llmstats_tau2_telecom": 98.7, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "gpt-5.4", "source_name": "GPT-5.4", "original_source_name": null, "canonical_name": "GPT-5.4", "family_id": "openai/gpt-5-4", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 7, "category_score": 24.4, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/gpt-5.4", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": 98.9, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "gpt-5.5", "source_name": "GPT-5.5", "original_source_name": null, "canonical_name": "GPT-5.5", "family_id": "openai/gpt-5-5", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 15, "category_score": 21, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/gpt-5.5", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": 98, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "hermes-3-70b", "source_name": "Hermes 3 70B", "original_source_name": "14Hermes 3 70B", "canonical_name": "Hermes 3 70B", "family_id": "unknown/hermes-3-70b", "provider": "Nous Research", "availability_class": "unknown", "is_open_weights": null, "category_rank": 14, "category_score": 21.2, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/hermes-3-70b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": 89.9, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "longcat-flash-thinking", "source_name": "LongCat-Flash-Thinking", "original_source_name": "26LongCat-Flash-Thinking", "canonical_name": "LongCat-Flash-Thinking", "family_id": "unknown/longcat-flash-thinking", "provider": "Meituan", "availability_class": "unknown", "is_open_weights": null, "category_rank": 26, "category_score": 18.1, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/longcat-flash-thinking", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 67.5, "benchmark_llmstats_tau2_retail": 71.5, "benchmark_llmstats_tau2_telecom": 83.1, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "longcat-flash-thinking-2601", "source_name": "LongCat-Flash-Thinking-2601", "original_source_name": "2LongCat-Flash-Thinking-2601", "canonical_name": "LongCat-Flash-Thinking-2601", "family_id": "unknown/longcat-flash-thinking-2601", "provider": "Meituan", "availability_class": "unknown", "is_open_weights": null, "category_rank": 2, "category_score": 30, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/longcat-flash-thinking-2601", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 76.5, "benchmark_llmstats_tau2_retail": 88.6, "benchmark_llmstats_tau2_telecom": 99.3, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "mimo-v2-pro", "source_name": "MiMo-V2-Pro", "original_source_name": "23MiMo-V2-Pro", "canonical_name": "MiMo-V2-Pro", "family_id": "unknown/mimo-v2-pro", "provider": "Xiaomi", "availability_class": "unknown", "is_open_weights": null, "category_rank": 23, "category_score": 19.2, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/mimo-v2-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": 96.8, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "muse-spark", "source_name": "Muse Spark", "original_source_name": null, "canonical_name": "Muse Spark", "family_id": "meta/muse-spark", "provider": "Meta", "availability_class": "proprietary", "is_open_weights": false, "category_rank": 31, "category_score": 14.4, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/muse-spark", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "nova-2-lite", "source_name": "Nova 2 Lite", "original_source_name": "16Nova 2 Lite", "canonical_name": "Nova 2 Lite", "family_id": "unknown/nova-2-lite", "provider": "Amazon", "availability_class": "unknown", "is_open_weights": null, "category_rank": 16, "category_score": 20.4, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/nova-2-lite", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": 76.6, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 64.8, "benchmark_llmstats_tau2_retail": 76.5, "benchmark_llmstats_tau2_telecom": 76, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "nova-2-omni", "source_name": "Nova 2 Omni", "original_source_name": "9Nova 2 Omni", "canonical_name": "Nova 2 Omni", "family_id": "unknown/nova-2-omni", "provider": "Amazon", "availability_class": "unknown", "is_open_weights": null, "category_rank": 9, "category_score": 23, "match_status": "identity_unresolved", "source_model_url": "https://llm-stats.com/models/nova-2-omni", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": 75.5, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 68.8, "benchmark_llmstats_tau2_retail": 78.3, "benchmark_llmstats_tau2_telecom": 80, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "nova-2-pro", "source_name": "Nova 2 Pro", "original_source_name": "8Nova 2 Pro", "canonical_name": "Nova 2 Pro", "family_id": "unknown/nova-2-pro", "provider": "Amazon", "availability_class": "unknown", "is_open_weights": null, "category_rank": 8, "category_score": 23.1, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/nova-2-pro", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": 77.7, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 65.2, "benchmark_llmstats_tau2_retail": 77.7, "benchmark_llmstats_tau2_telecom": 92.7, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "o3-2025-04-16", "source_name": "o3", "original_source_name": "27o3", "canonical_name": "o3", "family_id": "openai/o3", "provider": "OpenAI", "availability_class": "unknown", "is_open_weights": null, "category_rank": 27, "category_score": 18.1, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/o3-2025-04-16", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": 60.4, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": 64.8, "benchmark_llmstats_tau2_retail": 80.2, "benchmark_llmstats_tau2_telecom": 58.2, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "qwen-2.5-72b-instruct", "source_name": "Qwen2.5 72B Instruct", "original_source_name": "22Qwen2.5 72B Instruct", "canonical_name": "Qwen2.5 72B Instruct", "family_id": "unknown/qwen2-5-72b-instruct", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": 22, "category_score": 19.2, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/qwen-2.5-72b-instruct", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": 93.5, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "qwen3-coder-480b-a35b-instruct", "source_name": "Qwen3-Coder 480B A35B Instruct", "original_source_name": "29Qwen3-Coder 480B A35B Instruct", "canonical_name": "Qwen3-Coder 480B A35B Instruct", "family_id": "unknown/qwen3-coder-480b-a35b-instruct", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": 29, "category_score": 17.4, "match_status": "source_missing", "source_model_url": "https://llm-stats.com/models/qwen3-coder-480b-a35b-instruct", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": 60, "benchmark_llmstats_tau_bench_retail": 77.5, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "qwen3-vl-235b-a22b-thinking", "source_name": "Qwen3 VL 235B A22B Thinking", "original_source_name": "28Qwen3 VL 235B A22B Thinking", "canonical_name": "Qwen3 VL 235B A22B Thinking", "family_id": "unknown/qwen3-vl-235b-a22b-thinking", "provider": "Alibaba", "availability_class": "unknown", "is_open_weights": null, "category_rank": 28, "category_score": 17.4, "match_status": "ambiguous", "source_model_url": "https://llm-stats.com/models/qwen3-vl-235b-a22b-thinking", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": 8.5, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": null, "benchmark_llmstats_multi_if": 79.1, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": 86.7, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null }, { "schema_version": "powerbi-v2-wide", "snapshot_date": "2026-07-26", "source": "LLMStats", "capability": "writing", "source_model_id": "qwen3.5-397b-a17b", "source_name": "Qwen3.5-397B-A17B", "original_source_name": null, "canonical_name": "Qwen3.5-397B-A17B", "family_id": "alibaba/qwen3-5-397b-a17b", "provider": "Qwen", "availability_class": "open_weights", "is_open_weights": true, "category_rank": 30, "category_score": 17.3, "match_status": "matched_family", "source_model_url": "https://llm-stats.com/models/qwen3.5-397b-a17b", "benchmark_aime_2025": null, "benchmark_arc_agi_v2": null, "benchmark_browsecomp": null, "benchmark_gpqa": null, "benchmark_llmstats_aa_lcr": null, "benchmark_llmstats_apex_agents": null, "benchmark_llmstats_browsecomp_zh": null, "benchmark_llmstats_charxiv_r": null, "benchmark_llmstats_deepsearchqa": null, "benchmark_llmstats_deepswe_1_1": null, "benchmark_llmstats_facts_grounding_default": null, "benchmark_llmstats_finance": null, "benchmark_llmstats_frontiercode_1_1": null, "benchmark_llmstats_frontiermath": null, "benchmark_llmstats_frontierswe": null, "benchmark_llmstats_gdpval_aa": null, "benchmark_llmstats_health": null, "benchmark_llmstats_hle": null, "benchmark_llmstats_humanity_s_last_exam": null, "benchmark_llmstats_legal": null, "benchmark_llmstats_livecodebench": null, "benchmark_llmstats_livecodebench_v6": null, "benchmark_llmstats_longbench_v2": null, "benchmark_llmstats_longbench_v2_short": null, "benchmark_llmstats_lvbench": null, "benchmark_llmstats_mathvista": null, "benchmark_llmstats_mm_mt_bench": null, "benchmark_llmstats_mmlu_pro": null, "benchmark_llmstats_mmmlu": null, "benchmark_llmstats_mmmu": null, "benchmark_llmstats_mmmu_pro": null, "benchmark_llmstats_mrcr_v2_8needle_32768_65536": null, "benchmark_llmstats_mrcr_v2_8needle_4096_8192": null, "benchmark_llmstats_mrcr_v2_8needle_upto_128k": null, "benchmark_llmstats_mt_bench": null, "benchmark_llmstats_multi_challenge": 67.6, "benchmark_llmstats_multi_if": null, "benchmark_llmstats_natural_questions": null, "benchmark_llmstats_osworld": null, "benchmark_llmstats_screenspot_pro": null, "benchmark_llmstats_seal_0": null, "benchmark_llmstats_simpleqa": null, "benchmark_llmstats_swe_bench_multilingual": null, "benchmark_llmstats_swe_bench_pro": null, "benchmark_llmstats_t2_bench": null, "benchmark_llmstats_tau2_airline": null, "benchmark_llmstats_tau2_retail": null, "benchmark_llmstats_tau2_telecom": null, "benchmark_llmstats_tau_bench_airline": null, "benchmark_llmstats_tau_bench_retail": null, "benchmark_llmstats_terminal_bench_2_0": null, "benchmark_llmstats_terminal_bench_2_1": null, "benchmark_llmstats_toolathlon": null, "benchmark_llmstats_vision": null, "benchmark_llmstats_widesearch": null, "benchmark_llmstats_writingbench": null, "benchmark_mcp_atlas": null, "benchmark_mrcr_v2": null, "benchmark_scicode": null, "benchmark_swe_bench_verified": null } ] } }, "llmdex": { "families": [ { "family_id": "openai/gpt-5-6-sol", "canonical_family_name": "GPT-5.6 Sol", "provider": "OpenAI", "aa_representative_variant_id": "openai/gpt-5-6-sol:max", "aa_representative_name": "GPT-5.6 Sol (max)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 59, "aa_rank": 4, "aa_official_coding_index": 72, "llmstats_source_name": "GPT-5.6 Sol", "llmstats_source_model_id": "gpt-5.6-sol", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5.6-sol", "llmstats_general_score": 58, "llmstats_general_rank": 1, "llmstats_coding_score": 50.1, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 5, "output_cost": 30, "tokens_per_second": 66, "latency": 144.56, "context_window": 1000000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 100, "llmstats_percentile": 100, "llmdex_score": 100, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 1, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 100, "agreement_label": "High agreement", "coding_score_status": "consensus", "aa_coding_percentile": 90.625, "llmstats_coding_percentile": 100, "llmdex_coding_score": 95.3125, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 2, "is_sota": true, "is_open_sota": false }, { "family_id": "kimi/kimi-k3", "canonical_family_name": "Kimi K3", "provider": "Kimi", "aa_representative_variant_id": "kimi/kimi-k3:default", "aa_representative_name": "Kimi K3", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 57, "aa_rank": 7, "aa_official_coding_index": 72, "llmstats_source_name": "Kimi K3", "llmstats_source_model_id": "kimi-k3", "llmstats_source_model_url": "https://llm-stats.com/models/kimi-k3", "llmstats_general_score": 55.7, "llmstats_general_rank": 3, "llmstats_coding_score": 44.9, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 3, "output_cost": 15, "tokens_per_second": 32, "latency": 189.77, "context_window": 1050000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 93.33333333333333, "llmstats_percentile": 93.33333333333333, "llmdex_score": 93.33333333333333, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 2, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 100, "agreement_label": "High agreement", "coding_score_status": "consensus", "aa_coding_percentile": 90.625, "llmstats_coding_percentile": 81.25, "llmdex_coding_score": 85.9375, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 3, "is_sota": false, "is_open_sota": false }, { "family_id": "anthropic/claude-opus-4-8", "canonical_family_name": "Claude Opus 4.8", "provider": "Anthropic", "aa_representative_variant_id": "anthropic/claude-opus-4-8:max", "aa_representative_name": "Claude Opus 4.8 (max)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 56, "aa_rank": 10, "aa_official_coding_index": 69, "llmstats_source_name": "Claude Opus 4.8", "llmstats_source_model_id": "claude-opus-4-8", "llmstats_source_model_url": "https://llm-stats.com/models/claude-opus-4-8", "llmstats_general_score": 52.6, "llmstats_general_rank": 5, "llmstats_coding_score": 43.9, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 5, "output_cost": 25, "tokens_per_second": 56, "latency": 29.5, "context_window": 1000000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 86.66666666666667, "llmstats_percentile": 80, "llmdex_score": 83.33333333333334, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 3.5, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 93.33333333333333, "agreement_label": "High agreement", "coding_score_status": "consensus", "aa_coding_percentile": 75, "llmstats_coding_percentile": 75, "llmdex_coding_score": 75, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 5, "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-5-6-terra", "canonical_family_name": "GPT-5.6 Terra", "provider": "OpenAI", "aa_representative_variant_id": "openai/gpt-5-6-terra:max", "aa_representative_name": "GPT-5.6 Terra (max)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 55, "aa_rank": 11, "aa_official_coding_index": 71, "llmstats_source_name": "GPT-5.6 Terra", "llmstats_source_model_id": "gpt-5.6-terra", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5.6-terra", "llmstats_general_score": 53.3, "llmstats_general_rank": 4, "llmstats_coding_score": 46, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 2.5, "output_cost": 15, "tokens_per_second": 136, "latency": 178.38, "context_window": 1000000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 80, "llmstats_percentile": 86.66666666666667, "llmdex_score": 83.33333333333334, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 3.5, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 93.33333333333333, "agreement_label": "High agreement", "coding_score_status": "consensus", "aa_coding_percentile": 81.25, "llmstats_coding_percentile": 87.5, "llmdex_coding_score": 84.375, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 4, "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-5-6-luna", "canonical_family_name": "GPT-5.6 Luna", "provider": "OpenAI", "aa_representative_variant_id": "openai/gpt-5-6-luna:max", "aa_representative_name": "GPT-5.6 Luna (max)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 51, "aa_rank": 16, "aa_official_coding_index": 67, "llmstats_source_name": "GPT-5.6 Luna", "llmstats_source_model_id": "gpt-5.6-luna", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5.6-luna", "llmstats_general_score": 46.8, "llmstats_general_rank": 9, "llmstats_coding_score": 39.3, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1, "output_cost": 6, "tokens_per_second": 188, "latency": 139.35, "context_window": 1000000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 73.33333333333333, "llmstats_percentile": 73.33333333333333, "llmdex_score": 73.33333333333333, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 5, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 100, "agreement_label": "High agreement", "coding_score_status": "consensus", "aa_coding_percentile": 68.75, "llmstats_coding_percentile": 68.75, "llmdex_coding_score": 68.75, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 6, "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-7", "canonical_family_name": "Qwen3.7", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-7:max", "aa_representative_name": "Qwen3.7 Max", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 46, "aa_rank": 27, "aa_official_coding_index": 62, "llmstats_source_name": "Qwen3.7 Max", "llmstats_source_model_id": "qwen3.7-max", "llmstats_source_model_url": "https://llm-stats.com/models/qwen3.7-max", "llmstats_general_score": 46.7, "llmstats_general_rank": 10, "llmstats_coding_score": 38.9, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 2.5, "output_cost": 7.5, "tokens_per_second": 197, "latency": 2.62, "context_window": 1000000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 63.333333333333336, "llmstats_percentile": 66.66666666666667, "llmdex_score": 65, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 6, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 96.66666666666666, "agreement_label": "High agreement", "coding_score_status": "consensus", "aa_coding_percentile": 56.25, "llmstats_coding_percentile": 56.25, "llmdex_coding_score": 56.25, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 7, "is_sota": false, "is_open_sota": false }, { "family_id": "deepseek/deepseek-v4-pro", "canonical_family_name": "DeepSeek V4 Pro", "provider": "DeepSeek", "aa_representative_variant_id": "deepseek/deepseek-v4-pro:max", "aa_representative_name": "DeepSeek V4 Pro (max)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 44, "aa_rank": 31, "aa_official_coding_index": 57, "llmstats_source_name": "DeepSeek-V4-Pro-Max", "llmstats_source_model_id": "deepseek-v4-pro-max", "llmstats_source_model_url": "https://llm-stats.com/models/deepseek-v4-pro-max", "llmstats_general_score": 44, "llmstats_general_rank": 14, "llmstats_coding_score": 33.8, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.43, "output_cost": 0.87, "tokens_per_second": 67, "latency": 1.61, "context_window": 1000000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 53.333333333333336, "llmstats_percentile": 53.333333333333336, "llmdex_score": 53.333333333333336, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 7, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 100, "agreement_label": "High agreement", "coding_score_status": "consensus", "aa_coding_percentile": 46.875, "llmstats_coding_percentile": 43.75, "llmdex_coding_score": 45.3125, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 9, "is_sota": false, "is_open_sota": true }, { "family_id": "anthropic/claude-opus-4-7", "canonical_family_name": "Claude Opus 4.7", "provider": "Anthropic", "aa_representative_variant_id": "anthropic/claude-opus-4-7:high-non-reasoning", "aa_representative_name": "Claude Opus 4.7 (Non-reasoning, high)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 43, "aa_rank": 36, "aa_official_coding_index": 50, "llmstats_source_name": "Claude Opus 4.7", "llmstats_source_model_id": "claude-opus-4-7", "llmstats_source_model_url": "https://llm-stats.com/models/claude-opus-4-7", "llmstats_general_score": 45.6, "llmstats_general_rank": 12, "llmstats_coding_score": 39.2, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 5, "output_cost": 25, "tokens_per_second": 45, "latency": 1.59, "context_window": 1000000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 43.333333333333336, "llmstats_percentile": 60, "llmdex_score": 51.66666666666667, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 8, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 83.33333333333334, "agreement_label": "Moderate agreement", "coding_score_status": "consensus", "aa_coding_percentile": 12.5, "llmstats_coding_percentile": 62.5, "llmdex_coding_score": 37.5, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 11, "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemini-3-1-pro-preview", "canonical_family_name": "Gemini 3.1 Pro Preview", "provider": "Google", "aa_representative_variant_id": "google/gemini-3-1-pro-preview:preview", "aa_representative_name": "Gemini 3.1 Pro Preview", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 46, "aa_rank": 25, "aa_official_coding_index": 66.5, "llmstats_source_name": "Gemini 3.1 Pro", "llmstats_source_model_id": "gemini-3.1-pro-preview", "llmstats_source_model_url": "https://llm-stats.com/models/gemini-3.1-pro-preview", "llmstats_general_score": 43.6, "llmstats_general_rank": 18, "llmstats_coding_score": 33, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 2, "output_cost": 12, "tokens_per_second": 124, "latency": 35.43, "context_window": 1000000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 63.333333333333336, "llmstats_percentile": 33.333333333333336, "llmdex_score": 48.333333333333336, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 9, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 70, "agreement_label": "Low agreement", "coding_score_status": "consensus", "aa_coding_percentile": 62.5, "llmstats_coding_percentile": 37.5, "llmdex_coding_score": 50, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 8, "is_sota": false, "is_open_sota": false }, { "family_id": "tencent/hy3", "canonical_family_name": "Hy3", "provider": "Tencent", "aa_representative_variant_id": "tencent/hy3:default", "aa_representative_name": "Hy3", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 41, "aa_rank": 40, "aa_official_coding_index": 56, "llmstats_source_name": "Hy3", "llmstats_source_model_id": "hy3", "llmstats_source_model_url": "https://llm-stats.com/models/hy3", "llmstats_general_score": 43.8, "llmstats_general_rank": 15.5, "llmstats_coding_score": 35.7, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.14, "output_cost": 0.58, "tokens_per_second": 62, "latency": 2.7, "context_window": 256000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 33.333333333333336, "llmstats_percentile": 43.333333333333336, "llmdex_score": 38.333333333333336, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 10, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 90, "agreement_label": "High agreement", "coding_score_status": "consensus", "aa_coding_percentile": 37.5, "llmstats_coding_percentile": 50, "llmdex_coding_score": 43.75, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 10, "is_sota": false, "is_open_sota": false }, { "family_id": "meta/muse-spark", "canonical_family_name": "Muse Spark", "provider": "Meta", "aa_representative_variant_id": "meta/muse-spark:default", "aa_representative_name": "Muse Spark", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 43, "aa_rank": 35, "aa_official_coding_index": 57, "llmstats_source_name": "Muse Spark", "llmstats_source_model_id": "muse-spark", "llmstats_source_model_url": "https://llm-stats.com/models/muse-spark", "llmstats_general_score": 42.5, "llmstats_general_rank": 20, "llmstats_coding_score": 23.8, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 262000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 43.333333333333336, "llmstats_percentile": 26.666666666666668, "llmdex_score": 35, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 11, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 83.33333333333333, "agreement_label": "Moderate agreement", "coding_score_status": "consensus", "aa_coding_percentile": 46.875, "llmstats_coding_percentile": 6.25, "llmdex_coding_score": 26.5625, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 14, "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-7-plus", "canonical_family_name": "Qwen3.7 Plus", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-7-plus:default", "aa_representative_name": "Qwen3.7 Plus", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 39, "aa_rank": 47, "aa_official_coding_index": 53, "llmstats_source_name": "Qwen3.7-Plus", "llmstats_source_model_id": "qwen3.7-plus", "llmstats_source_model_url": "https://llm-stats.com/models/qwen3.7-plus", "llmstats_general_score": 43.8, "llmstats_general_rank": 15.5, "llmstats_coding_score": 32.7, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.4, "output_cost": 1.6, "tokens_per_second": 54, "latency": 2.89, "context_window": 1000000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 13.333333333333334, "llmstats_percentile": 43.333333333333336, "llmdex_score": 28.333333333333336, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 12, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 70, "agreement_label": "Low agreement", "coding_score_status": "consensus", "aa_coding_percentile": 25, "llmstats_coding_percentile": 31.25, "llmdex_coding_score": 28.125, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 12.5, "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-6-plus", "canonical_family_name": "Qwen3.6 Plus", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-6-plus:default", "aa_representative_name": "Qwen3.6 Plus", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 40, "aa_rank": 46, "aa_official_coding_index": 51, "llmstats_source_name": "Qwen3.6 Plus", "llmstats_source_model_id": "qwen3.6-plus", "llmstats_source_model_url": "https://llm-stats.com/models/qwen3.6-plus", "llmstats_general_score": 40.4, "llmstats_general_rank": 23, "llmstats_coding_score": 29.3, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.5, "output_cost": 3, "tokens_per_second": 53, "latency": 2.61, "context_window": 1000000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 23.333333333333332, "llmstats_percentile": 20, "llmdex_score": 21.666666666666664, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 13, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 96.66666666666667, "agreement_label": "High agreement", "coding_score_status": "consensus", "aa_coding_percentile": 18.75, "llmstats_coding_percentile": 18.75, "llmdex_coding_score": 18.75, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 15, "is_sota": false, "is_open_sota": false }, { "family_id": "deepseek/deepseek-v4-flash", "canonical_family_name": "DeepSeek V4 Flash", "provider": "DeepSeek", "aa_representative_variant_id": "deepseek/deepseek-v4-flash:max", "aa_representative_name": "DeepSeek V4 Flash (max)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 40, "aa_rank": 45, "aa_official_coding_index": 53.5, "llmstats_source_name": "DeepSeek-V4-Flash-Max", "llmstats_source_model_id": "deepseek-v4-flash-max", "llmstats_source_model_url": "https://llm-stats.com/models/deepseek-v4-flash-max", "llmstats_general_score": 39.7, "llmstats_general_rank": 25, "llmstats_coding_score": 29.4, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.14, "output_cost": 0.28, "tokens_per_second": 121, "latency": 1.16, "context_window": 1000000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 23.333333333333332, "llmstats_percentile": 13.333333333333334, "llmdex_score": 18.333333333333332, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 14, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 90, "agreement_label": "High agreement", "coding_score_status": "consensus", "aa_coding_percentile": 31.25, "llmstats_coding_percentile": 25, "llmdex_coding_score": 28.125, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 12.5, "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-5-397b-a17b", "canonical_family_name": "Qwen3.5 397B A17B", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-5-397b-a17b:default", "aa_representative_name": "Qwen3.5 397B A17B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 34, "aa_rank": 66, "aa_official_coding_index": 46.5, "llmstats_source_name": "Qwen3.5-397B-A17B", "llmstats_source_model_id": "qwen3.5-397b-a17b", "llmstats_source_model_url": "https://llm-stats.com/models/qwen3.5-397b-a17b", "llmstats_general_score": 39.6, "llmstats_general_rank": 26, "llmstats_coding_score": 23.1, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.6, "output_cost": 3.6, "tokens_per_second": 68, "latency": 2.37, "context_window": 262000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 3.3333333333333335, "llmstats_percentile": 6.666666666666667, "llmdex_score": 5, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 15, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 96.66666666666667, "agreement_label": "High agreement", "coding_score_status": "consensus", "aa_coding_percentile": 6.25, "llmstats_coding_percentile": 0, "llmdex_coding_score": 3.125, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 17, "is_sota": false, "is_open_sota": false }, { "family_id": "anthropic/claude-sonnet-4-6", "canonical_family_name": "Claude Sonnet 4.6", "provider": "Anthropic", "aa_representative_variant_id": "anthropic/claude-sonnet-4-6:low-non-reasoning", "aa_representative_name": "Claude Sonnet 4.6 (Non-reasoning, Low Effort)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 34, "aa_rank": 62, "aa_official_coding_index": 44, "llmstats_source_name": "Claude Sonnet 4.6", "llmstats_source_model_id": "claude-sonnet-4-6", "llmstats_source_model_url": "https://llm-stats.com/models/claude-sonnet-4-6", "llmstats_general_score": 38.4, "llmstats_general_rank": 28, "llmstats_coding_score": 27.6, "score_status": "consensus", "score_status_label": "Consensus", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 3, "output_cost": 15, "tokens_per_second": 44, "latency": 1.37, "context_window": 1000000, "source_coverage": 2, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "aa_percentile": 3.3333333333333335, "llmstats_percentile": 0, "llmdex_score": 1.6666666666666667, "llmdex_score_version": "LLMDEX General Consensus v1", "llmdex_score_scope": "confidently_matched_family_intersection", "llmdex_score_matched_population_size": 16, "llmdex_rank": 16, "score_version": "LLMDEX General Consensus v1", "score_scope": "confidently_matched_family_intersection", "matched_population_size": 16, "agreement": 96.66666666666667, "agreement_label": "High agreement", "coding_score_status": "consensus", "aa_coding_percentile": 0, "llmstats_coding_percentile": 12.5, "llmdex_coding_score": 6.25, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 16, "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/10gpt-5", "canonical_family_name": "10GPT-5", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "10GPT-5", "llmstats_source_model_id": "gpt-5-2025-08-07", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5-2025-08-07", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/11gpt-5-1", "canonical_family_name": "11GPT-5.1", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "11GPT-5.1 Thinking", "llmstats_source_model_id": "gpt-5.1-thinking-2025-11-12", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5.1-thinking-2025-11-12", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/12gpt-5-1-instant", "canonical_family_name": "12GPT-5.1 Instant", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "12GPT-5.1 Instant", "llmstats_source_model_id": "gpt-5.1-instant-2025-11-12", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5.1-instant-2025-11-12", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/12mistral-small-4", "canonical_family_name": "12Mistral Small 4", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "12Mistral Small 4", "llmstats_source_model_id": "mistral-small-latest", "llmstats_source_model_url": "https://llm-stats.com/models/mistral-small-latest", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/13minimax-m1-40k", "canonical_family_name": "13MiniMax M1 40K", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "13MiniMax M1 40K", "llmstats_source_model_id": "minimax-m1-40k", "llmstats_source_model_url": "https://llm-stats.com/models/minimax-m1-40k", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/14hermes-3-70b", "canonical_family_name": "14Hermes 3 70B", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "14Hermes 3 70B", "llmstats_source_model_id": "hermes-3-70b", "llmstats_source_model_url": "https://llm-stats.com/models/hermes-3-70b", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/14qwen3-5-27b", "canonical_family_name": "14Qwen3.5-27B", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "14Qwen3.5-27B", "llmstats_source_model_id": "qwen3.5-27b", "llmstats_source_model_url": "https://llm-stats.com/models/qwen3.5-27b", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/15nemotron-3-ultra-550b-a55b", "canonical_family_name": "15Nemotron 3 Ultra (550B A55B)", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "15Nemotron 3 Ultra (550B A55B)", "llmstats_source_model_id": "nemotron-3-ultra-550b-a55b", "llmstats_source_model_url": "https://llm-stats.com/models/nemotron-3-ultra-550b-a55b", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/16nova-2-lite", "canonical_family_name": "16Nova 2 Lite", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "16Nova 2 Lite", "llmstats_source_model_id": "nova-2-lite", "llmstats_source_model_url": "https://llm-stats.com/models/nova-2-lite", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/17claude-haiku-4-5", "canonical_family_name": "17Claude Haiku 4.5", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "17Claude Haiku 4.5", "llmstats_source_model_id": "claude-haiku-4-5-20251001", "llmstats_source_model_url": "https://llm-stats.com/models/claude-haiku-4-5-20251001", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/18claude-opus-4", "canonical_family_name": "18Claude Opus 4", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "18Claude Opus 4", "llmstats_source_model_id": "claude-opus-4-20250514", "llmstats_source_model_url": "https://llm-stats.com/models/claude-opus-4-20250514", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "ambiguous", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/18minimax-m1-80k", "canonical_family_name": "18MiniMax M1 80K", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "18MiniMax M1 80K", "llmstats_source_model_id": "minimax-m1-80k", "llmstats_source_model_url": "https://llm-stats.com/models/minimax-m1-80k", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/19glm-4-5-air", "canonical_family_name": "19GLM-4.5-Air", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "19GLM-4.5-Air", "llmstats_source_model_id": "glm-4.5-air", "llmstats_source_model_url": "https://llm-stats.com/models/glm-4.5-air", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/20glm-4-5", "canonical_family_name": "20GLM-4.5", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "20GLM-4.5", "llmstats_source_model_id": "glm-4.5", "llmstats_source_model_url": "https://llm-stats.com/models/glm-4.5", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/20gpt-5-3-codex", "canonical_family_name": "20GPT-5.3 Codex", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "20GPT-5.3 Codex", "llmstats_source_model_id": "gpt-5.3-codex", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5.3-codex", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/20qwen3-5-35b-a3b", "canonical_family_name": "20Qwen3.5-35B-A3B", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "20Qwen3.5-35B-A3B", "llmstats_source_model_id": "qwen3.5-35b-a3b", "llmstats_source_model_url": "https://llm-stats.com/models/qwen3.5-35b-a3b", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/21claude-sonnet-4", "canonical_family_name": "21Claude Sonnet 4", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "21Claude Sonnet 4", "llmstats_source_model_id": "claude-sonnet-4-20250514", "llmstats_source_model_url": "https://llm-stats.com/models/claude-sonnet-4-20250514", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "ambiguous", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/21kimi-k2-thinking-0905", "canonical_family_name": "21Kimi K2-Thinking-0905", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "21Kimi K2-Thinking-0905", "llmstats_source_model_id": "kimi-k2-thinking-0905", "llmstats_source_model_url": "https://llm-stats.com/models/kimi-k2-thinking-0905", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/22mai-thinking-1", "canonical_family_name": "22MAI-Thinking-1", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "22MAI-Thinking-1", "llmstats_source_model_id": "mai-thinking-1", "llmstats_source_model_url": "https://llm-stats.com/models/mai-thinking-1", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/22qwen2-5-72b-instruct", "canonical_family_name": "22Qwen2.5 72B Instruct", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "22Qwen2.5 72B Instruct", "llmstats_source_model_id": "qwen-2.5-72b-instruct", "llmstats_source_model_url": "https://llm-stats.com/models/qwen-2.5-72b-instruct", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/23mimo-v2-pro", "canonical_family_name": "23MiMo-V2-Pro", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "23MiMo-V2-Pro", "llmstats_source_model_id": "mimo-v2-pro", "llmstats_source_model_url": "https://llm-stats.com/models/mimo-v2-pro", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/24claude-opus-4-1", "canonical_family_name": "24Claude Opus 4.1", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "24Claude Opus 4.1", "llmstats_source_model_id": "claude-opus-4-1-20250805", "llmstats_source_model_url": "https://llm-stats.com/models/claude-opus-4-1-20250805", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "ambiguous", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/24qwen3-6-35b-a3b", "canonical_family_name": "24Qwen3.6-35B-A3B", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "24Qwen3.6-35B-A3B", "llmstats_source_model_id": "qwen3.6-35b-a3b", "llmstats_source_model_url": "https://llm-stats.com/models/qwen3.6-35b-a3b", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/25claude-3-7-sonnet", "canonical_family_name": "25Claude 3.7 Sonnet", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "25Claude 3.7 Sonnet", "llmstats_source_model_id": "claude-3-7-sonnet-20250219", "llmstats_source_model_url": "https://llm-stats.com/models/claude-3-7-sonnet-20250219", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/25gpt-5-5-pro", "canonical_family_name": "25GPT-5.5 Pro", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "25GPT-5.5 Pro", "llmstats_source_model_id": "gpt-5.5-pro", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5.5-pro", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/26gemma-2-27b", "canonical_family_name": "26Gemma 2 27B", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "26Gemma 2 27B", "llmstats_source_model_id": "gemma-2-27b-it", "llmstats_source_model_url": "https://llm-stats.com/models/gemma-2-27b-it", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/26longcat-flash", "canonical_family_name": "26LongCat-Flash", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "26LongCat-Flash-Thinking", "llmstats_source_model_id": "longcat-flash-thinking", "llmstats_source_model_url": "https://llm-stats.com/models/longcat-flash-thinking", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/27o3", "canonical_family_name": "27o3", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "27o3", "llmstats_source_model_id": "o3-2025-04-16", "llmstats_source_model_url": "https://llm-stats.com/models/o3-2025-04-16", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/27qwen3-5-9b", "canonical_family_name": "27Qwen3.5-9B", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "27Qwen3.5-9B", "llmstats_source_model_id": "qwen3.5-9b", "llmstats_source_model_url": "https://llm-stats.com/models/qwen3.5-9b", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/28qwen3-vl-235b-a22b", "canonical_family_name": "28Qwen3 VL 235B A22B", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "28Qwen3 VL 235B A22B Thinking", "llmstats_source_model_id": "qwen3-vl-235b-a22b-thinking", "llmstats_source_model_url": "https://llm-stats.com/models/qwen3-vl-235b-a22b-thinking", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "ambiguous", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/28qwen3-6-27b", "canonical_family_name": "28Qwen3.6-27B", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "28Qwen3.6-27B", "llmstats_source_model_id": "qwen3.6-27b", "llmstats_source_model_url": "https://llm-stats.com/models/qwen3.6-27b", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/29gemini-2-5-pro", "canonical_family_name": "29Gemini 2.5 Pro", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "29Gemini 2.5 Pro", "llmstats_source_model_id": "gemini-2.5-pro", "llmstats_source_model_url": "https://llm-stats.com/models/gemini-2.5-pro", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/29kimi-k2-5", "canonical_family_name": "29Kimi K2.5", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "29Kimi K2.5", "llmstats_source_model_id": "kimi-k2.5", "llmstats_source_model_url": "https://llm-stats.com/models/kimi-k2.5", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/29llama-3-1-70b-instruct", "canonical_family_name": "29Llama 3.1 70B Instruct", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "29Llama 3.1 70B Instruct", "llmstats_source_model_id": "llama-3.1-70b-instruct", "llmstats_source_model_url": "https://llm-stats.com/models/llama-3.1-70b-instruct", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/29minimax-m2-5", "canonical_family_name": "29MiniMax M2.5", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "29MiniMax M2.5", "llmstats_source_model_id": "minimax-m2.5", "llmstats_source_model_url": "https://llm-stats.com/models/minimax-m2.5", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/29qwen3-coder-480b-a35b-instruct", "canonical_family_name": "29Qwen3-Coder 480B A35B Instruct", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "29Qwen3-Coder 480B A35B Instruct", "llmstats_source_model_id": "qwen3-coder-480b-a35b-instruct", "llmstats_source_model_url": "https://llm-stats.com/models/qwen3-coder-480b-a35b-instruct", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/2longcat-flash-thinking-2601", "canonical_family_name": "2LongCat-Flash-Thinking-2601", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "2LongCat-Flash-Thinking-2601", "llmstats_source_model_id": "longcat-flash-thinking-2601", "llmstats_source_model_url": "https://llm-stats.com/models/longcat-flash-thinking-2601", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/30qwen3-5-122b-a10b", "canonical_family_name": "30Qwen3.5-122B-A10B", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "30Qwen3.5-122B-A10B", "llmstats_source_model_id": "qwen3.5-122b-a10b", "llmstats_source_model_url": "https://llm-stats.com/models/qwen3.5-122b-a10b", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/3claude-opus-4-5", "canonical_family_name": "3Claude Opus 4.5", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "3Claude Opus 4.5", "llmstats_source_model_id": "claude-opus-4-5-20251101", "llmstats_source_model_url": "https://llm-stats.com/models/claude-opus-4-5-20251101", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "ambiguous", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/5claude-sonnet-4-5", "canonical_family_name": "5Claude Sonnet 4.5", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "5Claude Sonnet 4.5", "llmstats_source_model_id": "claude-sonnet-4-5-20250929", "llmstats_source_model_url": "https://llm-stats.com/models/claude-sonnet-4-5-20250929", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "ambiguous", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/8llama-3-1-405b-instruct", "canonical_family_name": "8Llama 3.1 405B Instruct", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "8Llama 3.1 405B Instruct", "llmstats_source_model_id": "llama-3.1-405b-instruct", "llmstats_source_model_url": "https://llm-stats.com/models/llama-3.1-405b-instruct", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "ambiguous", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/8nova-2-pro", "canonical_family_name": "8Nova 2 Pro", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "8Nova 2 Pro", "llmstats_source_model_id": "nova-2-pro", "llmstats_source_model_url": "https://llm-stats.com/models/nova-2-pro", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/9nova-2-omni", "canonical_family_name": "9Nova 2 Omni", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "9Nova 2 Omni", "llmstats_source_model_id": "nova-2-omni", "llmstats_source_model_url": "https://llm-stats.com/models/nova-2-omni", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "sapiens-ai/agnes-2-5-pro-alpha", "canonical_family_name": "Agnes 2.5 Pro Alpha", "provider": "Sapiens AI", "aa_representative_variant_id": "sapiens-ai/agnes-2-5-pro-alpha:default", "aa_representative_name": "Agnes 2.5 Pro Alpha", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 39, "aa_rank": 49, "aa_official_coding_index": 54.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.45, "output_cost": 0.9, "tokens_per_second": 132, "latency": 2.23, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "swiss-ai-initiative/apertus-70b-instruct", "canonical_family_name": "Apertus 70B Instruct", "provider": "Swiss AI Initiative", "aa_representative_variant_id": "swiss-ai-initiative/apertus-70b-instruct:default", "aa_representative_name": "Apertus 70B Instruct", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 2, "aa_rank": 245, "aa_official_coding_index": 6, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.82, "output_cost": 2.92, "tokens_per_second": null, "latency": null, "context_window": 65500, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "swiss-ai-initiative/apertus-8b-instruct", "canonical_family_name": "Apertus 8B Instruct", "provider": "Swiss AI Initiative", "aa_representative_variant_id": "swiss-ai-initiative/apertus-8b-instruct:default", "aa_representative_name": "Apertus 8B Instruct", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 1, "aa_rank": 254, "aa_official_coding_index": 4, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.1, "output_cost": 0.2, "tokens_per_second": null, "latency": null, "context_window": 65500, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "servicenow/apriel-v1-6-15b-thinker", "canonical_family_name": "Apriel-v1.6-15B-Thinker", "provider": "ServiceNow", "aa_representative_variant_id": "servicenow/apriel-v1-6-15b-thinker:default", "aa_representative_name": "Apriel-v1.6-15B-Thinker", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 21, "aa_rank": 114, "aa_official_coding_index": 37, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "anthropic/claude-4-5-haiku", "canonical_family_name": "Claude 4.5 Haiku", "provider": "Anthropic", "aa_representative_variant_id": "anthropic/claude-4-5-haiku:reasoning", "aa_representative_name": "Claude 4.5 Haiku (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 30, "aa_rank": 81, "aa_official_coding_index": 43.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1, "output_cost": 5, "tokens_per_second": 92, "latency": 11.93, "context_window": 200000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "anthropic/claude-fable-5", "canonical_family_name": "Claude Fable 5", "provider": "Anthropic", "aa_representative_variant_id": "anthropic/claude-fable-5:fallback", "aa_representative_name": "Claude Fable 5 (with fallback)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 60, "aa_rank": 3, "aa_official_coding_index": 72.5, "llmstats_source_name": "Claude Fable 5", "llmstats_source_model_id": "claude-fable-5", "llmstats_source_model_url": "https://llm-stats.com/models/claude-fable-5", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": 48.4, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 10, "output_cost": 50, "tokens_per_second": 71, "latency": 112.25, "context_window": 1000000, "source_coverage": 1, "mapping_status": "matched", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "consensus", "aa_coding_percentile": 100, "llmstats_coding_percentile": 93.75, "llmdex_coding_score": 96.875, "llmdex_coding_score_version": "LLMDEX Coding Consensus v1", "llmdex_coding_score_scope": "confidently_matched_family_coding_intersection", "llmdex_coding_score_matched_population_size": 17, "llmdex_coding_rank": 1, "is_sota": false, "is_open_sota": false }, { "family_id": "anthropic/claude-mythos-preview", "canonical_family_name": "Claude Mythos Preview", "provider": "Anthropic", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Claude Mythos Preview", "llmstats_source_model_id": "claude-mythos-preview", "llmstats_source_model_url": "https://llm-stats.com/models/claude-mythos-preview", "llmstats_general_score": 56.1, "llmstats_general_rank": 2, "llmstats_coding_score": 46.6, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "anthropic/claude-opus-4-6", "canonical_family_name": "Claude Opus 4.6", "provider": "Anthropic", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Claude Opus 4.6", "llmstats_source_model_id": "claude-opus-4-6", "llmstats_source_model_url": "https://llm-stats.com/models/claude-opus-4-6", "llmstats_general_score": 46.4, "llmstats_general_rank": 11, "llmstats_coding_score": 35.1, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "ambiguous", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "anthropic/claude-opus-5", "canonical_family_name": "Claude Opus 5", "provider": "Anthropic", "aa_representative_variant_id": "anthropic/claude-opus-5:max", "aa_representative_name": "Claude Opus 5 (max)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 61, "aa_rank": 1, "aa_official_coding_index": 72.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 5, "output_cost": 25, "tokens_per_second": 53, "latency": 68.04, "context_window": 1000000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/claude-opus-5", "canonical_family_name": "Claude Opus 5", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Claude Opus 5", "llmstats_source_model_id": "claude-opus-5", "llmstats_source_model_url": "https://llm-stats.com/models/claude-opus-5", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": 42.7, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "anthropic/claude-sonnet-5", "canonical_family_name": "Claude Sonnet 5", "provider": "Anthropic", "aa_representative_variant_id": "anthropic/claude-sonnet-5:max", "aa_representative_name": "Claude Sonnet 5 (max)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 53, "aa_rank": 14, "aa_official_coding_index": 67.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 2, "output_cost": 10, "tokens_per_second": 76, "latency": 192.06, "context_window": 1000000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/claude-sonnet-5", "canonical_family_name": "Claude Sonnet 5", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Claude Sonnet 5", "llmstats_source_model_id": "claude-sonnet-5", "llmstats_source_model_url": "https://llm-stats.com/models/claude-sonnet-5", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": 40.4, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "deep-cogito/cogito-v2-1", "canonical_family_name": "Cogito v2.1", "provider": "Deep Cogito", "aa_representative_variant_id": "deep-cogito/cogito-v2-1:reasoning", "aa_representative_name": "Cogito v2.1 (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": null, "aa_rank": 263, "aa_official_coding_index": 41, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1.25, "output_cost": 1.25, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "cohere/command-a", "canonical_family_name": "Command A+", "provider": "Cohere", "aa_representative_variant_id": "cohere/command-a:default", "aa_representative_name": "Command A+", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 23, "aa_rank": 104, "aa_official_coding_index": 30.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": 196, "latency": 0.42, "context_window": 192000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nous-research/deephermes-3-llama-3-1-8b", "canonical_family_name": "DeepHermes 3 - Llama-3.1 8B", "provider": "Nous Research", "aa_representative_variant_id": "nous-research/deephermes-3-llama-3-1-8b:default", "aa_representative_name": "DeepHermes 3 - Llama-3.1 8B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 2, "aa_rank": 247, "aa_official_coding_index": 9, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nous-research/deephermes-3-mistral-24b", "canonical_family_name": "DeepHermes 3 - Mistral 24B", "provider": "Nous Research", "aa_representative_variant_id": "nous-research/deephermes-3-mistral-24b:default", "aa_representative_name": "DeepHermes 3 - Mistral 24B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 5, "aa_rank": 218, "aa_official_coding_index": 23, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 32000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "mistral-ai/devstral-2", "canonical_family_name": "Devstral 2", "provider": "Mistral AI", "aa_representative_variant_id": "mistral-ai/devstral-2:default", "aa_representative_name": "Devstral 2", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 19, "aa_rank": 122, "aa_official_coding_index": 31.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": 20, "latency": 1.31, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "mistral-ai/devstral-small-2", "canonical_family_name": "Devstral Small 2", "provider": "Mistral AI", "aa_representative_variant_id": "mistral-ai/devstral-small-2:default", "aa_representative_name": "Devstral Small 2", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 17, "aa_rank": 132, "aa_official_coding_index": 29.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": 20, "latency": 1.52, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/diffusiongemma-26b-a4b", "canonical_family_name": "DiffusionGemma 26B A4B", "provider": "Google", "aa_representative_variant_id": "google/diffusiongemma-26b-a4b:default", "aa_representative_name": "DiffusionGemma 26B A4B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 13, "aa_rank": 157, "aa_official_coding_index": 23, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "bytedance-seed/doubao-seed-code", "canonical_family_name": "Doubao Seed Code", "provider": "ByteDance Seed", "aa_representative_variant_id": "bytedance-seed/doubao-seed-code:default", "aa_representative_name": "Doubao Seed Code", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 26, "aa_rank": 93, "aa_official_coding_index": 41, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "baidu/ernie-4-5-300b-a47b", "canonical_family_name": "ERNIE 4.5 300B A47B", "provider": "Baidu", "aa_representative_variant_id": "baidu/ernie-4-5-300b-a47b:default", "aa_representative_name": "ERNIE 4.5 300B A47B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 183, "aa_official_coding_index": 31, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.28, "output_cost": 1.1, "tokens_per_second": null, "latency": null, "context_window": 131000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "baidu/ernie-5-0-thinking-preview", "canonical_family_name": "ERNIE 5.0 Thinking Preview", "provider": "Baidu", "aa_representative_variant_id": "baidu/ernie-5-0-thinking-preview:thinking-preview", "aa_representative_name": "ERNIE 5.0 Thinking Preview", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 22, "aa_rank": 106, "aa_official_coding_index": 38, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "lg-ai-research/exaone-4-0-1-2b", "canonical_family_name": "Exaone 4.0 1.2B", "provider": "LG AI Research", "aa_representative_variant_id": "lg-ai-research/exaone-4-0-1-2b:reasoning", "aa_representative_name": "Exaone 4.0 1.2B (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 3, "aa_rank": 236, "aa_official_coding_index": 9, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 64000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "lg-ai-research/exaone-4-0-32b", "canonical_family_name": "EXAONE 4.0 32B", "provider": "LG AI Research", "aa_representative_variant_id": "lg-ai-research/exaone-4-0-32b:reasoning", "aa_representative_name": "EXAONE 4.0 32B (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 11, "aa_rank": 173, "aa_official_coding_index": 34, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 131000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "lg-ai-research/exaone-4-5-33b", "canonical_family_name": "EXAONE 4.5 33B", "provider": "LG AI Research", "aa_representative_variant_id": "lg-ai-research/exaone-4-5-33b:default", "aa_representative_name": "EXAONE 4.5 33B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 20, "aa_rank": 116, "aa_official_coding_index": 24.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "tii-uae/falcon-h1r-7b", "canonical_family_name": "Falcon-H1R-7B", "provider": "TII UAE", "aa_representative_variant_id": "tii-uae/falcon-h1r-7b:default", "aa_representative_name": "Falcon-H1R-7B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 10, "aa_rank": 177, "aa_official_coding_index": 25, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ai9stars/g9v3-3b", "canonical_family_name": "G9v3-3B", "provider": "AI9Stars", "aa_representative_variant_id": "ai9stars/g9v3-3b:default", "aa_representative_name": "G9v3-3B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 16, "aa_rank": 140, "aa_official_coding_index": 12, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": null, "latency": null, "context_window": 131000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemini-2-5-pro", "canonical_family_name": "Gemini 2.5 Pro", "provider": "Google", "aa_representative_variant_id": "google/gemini-2-5-pro:default", "aa_representative_name": "Gemini 2.5 Pro", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 26, "aa_rank": 94, "aa_official_coding_index": 35.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1.25, "output_cost": 10, "tokens_per_second": 128, "latency": 23.37, "context_window": 1000000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemini-3-deep-think", "canonical_family_name": "Gemini 3 Deep Think", "provider": "Google", "aa_representative_variant_id": "google/gemini-3-deep-think:default", "aa_representative_name": "Gemini 3 Deep Think", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": null, "aa_rank": 259, "aa_official_coding_index": null, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemini-3-flash", "canonical_family_name": "Gemini 3 Flash", "provider": "Google", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Gemini 3 Flash", "llmstats_source_model_id": "gemini-3-flash-preview", "llmstats_source_model_url": "https://llm-stats.com/models/gemini-3-flash-preview", "llmstats_general_score": 37.7, "llmstats_general_rank": 29, "llmstats_coding_score": 22.8, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "ambiguous", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemini-3-pro", "canonical_family_name": "Gemini 3 Pro", "provider": "Google", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Gemini 3 Pro", "llmstats_source_model_id": "gemini-3-pro-preview", "llmstats_source_model_url": "https://llm-stats.com/models/gemini-3-pro-preview", "llmstats_general_score": 39.1, "llmstats_general_rank": 27, "llmstats_coding_score": 24.5, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemini-3-1-flash-lite", "canonical_family_name": "Gemini 3.1 Flash-Lite", "provider": "Google", "aa_representative_variant_id": "google/gemini-3-1-flash-lite:default", "aa_representative_name": "Gemini 3.1 Flash-Lite", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 25, "aa_rank": 97, "aa_official_coding_index": 36.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.25, "output_cost": 1.5, "tokens_per_second": 293, "latency": 6.12, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemini-3-5-flash", "canonical_family_name": "Gemini 3.5 Flash", "provider": "Google", "aa_representative_variant_id": "google/gemini-3-5-flash:default", "aa_representative_name": "Gemini 3.5 Flash", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 50, "aa_rank": 20, "aa_official_coding_index": 66, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1.5, "output_cost": 9, "tokens_per_second": 185, "latency": 22.21, "context_window": 1000000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/gemini-3-5-flash", "canonical_family_name": "Gemini 3.5 Flash", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Gemini 3.5 Flash", "llmstats_source_model_id": "gemini-3.5-flash", "llmstats_source_model_url": "https://llm-stats.com/models/gemini-3.5-flash", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": 34.2, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemini-3-5-flash-lite", "canonical_family_name": "Gemini 3.5 Flash-Lite", "provider": "Google", "aa_representative_variant_id": "google/gemini-3-5-flash-lite:default", "aa_representative_name": "Gemini 3.5 Flash-Lite", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 36, "aa_rank": 55, "aa_official_coding_index": 47.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.3, "output_cost": 2.5, "tokens_per_second": 399, "latency": 9.4, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemini-3-6-flash", "canonical_family_name": "Gemini 3.6 Flash", "provider": "Google", "aa_representative_variant_id": "google/gemini-3-6-flash:default", "aa_representative_name": "Gemini 3.6 Flash", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 50, "aa_rank": 21, "aa_official_coding_index": 65.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1.5, "output_cost": 7.5, "tokens_per_second": 231, "latency": 18.59, "context_window": 1000000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/gemini-3-6-flash", "canonical_family_name": "Gemini 3.6 Flash", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Gemini 3.6 Flash", "llmstats_source_model_id": "gemini-3.6-flash", "llmstats_source_model_url": "https://llm-stats.com/models/gemini-3.6-flash", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": 32.8, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemma-3-270m", "canonical_family_name": "Gemma 3 270M", "provider": "Google", "aa_representative_variant_id": "google/gemma-3-270m:default", "aa_representative_name": "Gemma 3 270M", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 2, "aa_rank": 244, "aa_official_coding_index": 0, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 32000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemma-4-12b", "canonical_family_name": "Gemma 4 12B", "provider": "Google", "aa_representative_variant_id": "google/gemma-4-12b:default", "aa_representative_name": "Gemma 4 12B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 22, "aa_rank": 107, "aa_official_coding_index": 32.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.1, "output_cost": 0.3, "tokens_per_second": 110, "latency": 2.39, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemma-4-26b-a4b", "canonical_family_name": "Gemma 4 26B A4B", "provider": "Google", "aa_representative_variant_id": "google/gemma-4-26b-a4b:default", "aa_representative_name": "Gemma 4 26B A4B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 26, "aa_rank": 95, "aa_official_coding_index": 39.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.13, "output_cost": 0.4, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemma-4-31b", "canonical_family_name": "Gemma 4 31B", "provider": "Google", "aa_representative_variant_id": "google/gemma-4-31b:default", "aa_representative_name": "Gemma 4 31B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 29, "aa_rank": 82, "aa_official_coding_index": 43, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": 35, "latency": 1.03, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemma-4-e2b", "canonical_family_name": "Gemma 4 E2B", "provider": "Google", "aa_representative_variant_id": "google/gemma-4-e2b:default", "aa_representative_name": "Gemma 4 E2B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 179, "aa_official_coding_index": 10.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemma-4-e4b", "canonical_family_name": "Gemma 4 E4B", "provider": "Google", "aa_representative_variant_id": "google/gemma-4-e4b:default", "aa_representative_name": "Gemma 4 E4B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 12, "aa_rank": 167, "aa_official_coding_index": 13, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.02, "output_cost": 0.1, "tokens_per_second": 91, "latency": 0.8, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/glm-5-1", "canonical_family_name": "GLM-5.1", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "GLM-5.1", "llmstats_source_model_id": "glm-5.1", "llmstats_source_model_url": "https://llm-stats.com/models/glm-5.1", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": 33.4, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "z-ai/glm-5-2", "canonical_family_name": "GLM-5.2", "provider": "Z AI", "aa_representative_variant_id": "z-ai/glm-5-2:max", "aa_representative_name": "GLM-5.2 (max)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 51, "aa_rank": 17, "aa_official_coding_index": 64, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1.4, "output_cost": 4.4, "tokens_per_second": 191, "latency": 1.35, "context_window": 1000000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "zai/glm-5-2", "canonical_family_name": "GLM-5.2", "provider": "ZAI", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "GLM-5.2", "llmstats_source_model_id": "glm-5.2", "llmstats_source_model_url": "https://llm-stats.com/models/glm-5.2", "llmstats_general_score": 47.1, "llmstats_general_rank": 8, "llmstats_coding_score": 39, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-5-1", "canonical_family_name": "GPT-5.1", "provider": "OpenAI", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "GPT-5.1", "llmstats_source_model_id": "gpt-5.1-2025-11-13", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5.1-2025-11-13", "llmstats_general_score": 37.1, "llmstats_general_rank": 30, "llmstats_coding_score": 20.2, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-5-2", "canonical_family_name": "GPT-5.2", "provider": "OpenAI", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "GPT-5.2", "llmstats_source_model_id": "gpt-5.2-2025-12-11", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5.2-2025-12-11", "llmstats_general_score": 42.1, "llmstats_general_rank": 21, "llmstats_coding_score": 24.6, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-5-2-pro", "canonical_family_name": "GPT-5.2 Pro", "provider": "OpenAI", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "GPT-5.2 Pro", "llmstats_source_model_id": "gpt-5.2-pro-2025-12-11", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5.2-pro-2025-12-11", "llmstats_general_score": 43.2, "llmstats_general_rank": 19, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-5-3-codex", "canonical_family_name": "GPT-5.3 Codex", "provider": "OpenAI", "aa_representative_variant_id": "openai/gpt-5-3-codex:xhigh", "aa_representative_name": "GPT-5.3 Codex (xhigh)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 44, "aa_rank": 32, "aa_official_coding_index": 53, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1.75, "output_cost": 14, "tokens_per_second": 134, "latency": 66.05, "context_window": 400000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-5-4", "canonical_family_name": "GPT-5.4", "provider": "OpenAI", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "GPT-5.4", "llmstats_source_model_id": "gpt-5.4", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5.4", "llmstats_general_score": 43.7, "llmstats_general_rank": 17, "llmstats_coding_score": 34.2, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-5-5", "canonical_family_name": "GPT-5.5", "provider": "OpenAI", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "GPT-5.5", "llmstats_source_model_id": "gpt-5.5", "llmstats_source_model_url": "https://llm-stats.com/models/gpt-5.5", "llmstats_general_score": 49.1, "llmstats_general_rank": 7, "llmstats_coding_score": 41.1, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-5-5-instant-june-2026", "canonical_family_name": "GPT-5.5 Instant (June 2026)", "provider": "OpenAI", "aa_representative_variant_id": "openai/gpt-5-5-instant-june-2026:default", "aa_representative_name": "GPT-5.5 Instant (June 2026)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 29, "aa_rank": 83, "aa_official_coding_index": 42, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 5, "output_cost": 30, "tokens_per_second": null, "latency": null, "context_window": 400000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-5-5-pro", "canonical_family_name": "GPT-5.5 Pro", "provider": "OpenAI", "aa_representative_variant_id": "openai/gpt-5-5-pro:xhigh", "aa_representative_name": "GPT-5.5 Pro (xhigh)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": null, "aa_rank": 262, "aa_official_coding_index": null, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 922000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-oss-120b", "canonical_family_name": "gpt-oss-120b", "provider": "OpenAI", "aa_representative_variant_id": "openai/gpt-oss-120b:high", "aa_representative_name": "gpt-oss-120b (high)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 24, "aa_rank": 102, "aa_official_coding_index": 32.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.15, "output_cost": 0.6, "tokens_per_second": 273, "latency": 0.88, "context_window": 131000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-oss-20b", "canonical_family_name": "gpt-oss-20b", "provider": "OpenAI", "aa_representative_variant_id": "openai/gpt-oss-20b:high", "aa_representative_name": "gpt-oss-20b (high)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 15, "aa_rank": 147, "aa_official_coding_index": 24, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.06, "output_cost": 0.2, "tokens_per_second": 219, "latency": 0.91, "context_window": 131000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ibm/granite-4-0-1b", "canonical_family_name": "Granite 4.0 1B", "provider": "IBM", "aa_representative_variant_id": "ibm/granite-4-0-1b:default", "aa_representative_name": "Granite 4.0 1B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 2, "aa_rank": 248, "aa_official_coding_index": 9, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ibm/granite-4-0-350m", "canonical_family_name": "Granite 4.0 350M", "provider": "IBM", "aa_representative_variant_id": "ibm/granite-4-0-350m:default", "aa_representative_name": "Granite 4.0 350M", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 1, "aa_rank": 252, "aa_official_coding_index": 1, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 32800, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ibm/granite-4-0-h-1b", "canonical_family_name": "Granite 4.0 H 1B", "provider": "IBM", "aa_representative_variant_id": "ibm/granite-4-0-h-1b:default", "aa_representative_name": "Granite 4.0 H 1B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 3, "aa_rank": 243, "aa_official_coding_index": 8, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ibm/granite-4-0-h-350m", "canonical_family_name": "Granite 4.0 H 350M", "provider": "IBM", "aa_representative_variant_id": "ibm/granite-4-0-h-350m:default", "aa_representative_name": "Granite 4.0 H 350M", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 1, "aa_rank": 255, "aa_official_coding_index": 2, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 32800, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ibm/granite-4-0-h-small", "canonical_family_name": "Granite 4.0 H Small", "provider": "IBM", "aa_representative_variant_id": "ibm/granite-4-0-h-small:default", "aa_representative_name": "Granite 4.0 H Small", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 5, "aa_rank": 220, "aa_official_coding_index": 21, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.06, "output_cost": 0.25, "tokens_per_second": 407, "latency": 10.22, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ibm/granite-4-0-micro", "canonical_family_name": "Granite 4.0 Micro", "provider": "IBM", "aa_representative_variant_id": "ibm/granite-4-0-micro:default", "aa_representative_name": "Granite 4.0 Micro", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 2, "aa_rank": 246, "aa_official_coding_index": 12, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ibm/granite-4-1-30b", "canonical_family_name": "Granite 4.1 30B", "provider": "IBM", "aa_representative_variant_id": "ibm/granite-4-1-30b:default", "aa_representative_name": "Granite 4.1 30B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 189, "aa_official_coding_index": 14.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 131000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ibm/granite-4-1-3b", "canonical_family_name": "Granite 4.1 3B", "provider": "IBM", "aa_representative_variant_id": "ibm/granite-4-1-3b:default", "aa_representative_name": "Granite 4.1 3B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 5, "aa_rank": 225, "aa_official_coding_index": 6.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 131000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ibm/granite-4-1-8b", "canonical_family_name": "Granite 4.1 8B", "provider": "IBM", "aa_representative_variant_id": "ibm/granite-4-1-8b:default", "aa_representative_name": "Granite 4.1 8B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 7, "aa_rank": 207, "aa_official_coding_index": 12.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.05, "output_cost": 0.1, "tokens_per_second": 112, "latency": 0.8, "context_window": 131000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "spacexai/grok-4-3", "canonical_family_name": "Grok 4.3", "provider": "SpaceXAI", "aa_representative_variant_id": "spacexai/grok-4-3:medium", "aa_representative_name": "Grok 4.3 (medium)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 36, "aa_rank": 57, "aa_official_coding_index": 45, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1.25, "output_cost": 2.5, "tokens_per_second": 106, "latency": 15.66, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "spacexai/grok-4-5", "canonical_family_name": "Grok 4.5", "provider": "SpaceXAI", "aa_representative_variant_id": "spacexai/grok-4-5:high", "aa_representative_name": "Grok 4.5 (high)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 54, "aa_rank": 12, "aa_official_coding_index": 68, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 2, "output_cost": 6, "tokens_per_second": 61, "latency": 10.26, "context_window": 500000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "xai/grok-4-5", "canonical_family_name": "Grok 4.5", "provider": "xAI", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Grok 4.5", "llmstats_source_model_id": "grok-4.5", "llmstats_source_model_url": "https://llm-stats.com/models/grok-4.5", "llmstats_general_score": 49.5, "llmstats_general_rank": 6, "llmstats_coding_score": 40.5, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "xai/grok-4-heavy", "canonical_family_name": "Grok-4 Heavy", "provider": "xAI", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Grok-4 Heavy", "llmstats_source_model_id": "grok-4-heavy", "llmstats_source_model_url": "https://llm-stats.com/models/grok-4-heavy", "llmstats_general_score": 41.4, "llmstats_general_rank": 22, "llmstats_coding_score": 18.4, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nous-research/hermes-4-405b", "canonical_family_name": "Hermes 4 405B", "provider": "Nous Research", "aa_representative_variant_id": "nous-research/hermes-4-405b:reasoning", "aa_representative_name": "Hermes 4 405B (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 184, "aa_official_coding_index": 25, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1, "output_cost": 3, "tokens_per_second": 39, "latency": 2.37, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nous-research/hermes-4-70b", "canonical_family_name": "Hermes 4 70B", "provider": "Nous Research", "aa_representative_variant_id": "nous-research/hermes-4-70b:reasoning", "aa_representative_name": "Hermes 4 70B (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 10, "aa_rank": 176, "aa_official_coding_index": 34, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.13, "output_cost": 0.4, "tokens_per_second": 93, "latency": 1.37, "context_window": 128000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "tencent/hy3-preview", "canonical_family_name": "Hy3-preview", "provider": "Tencent", "aa_representative_variant_id": "tencent/hy3-preview:preview", "aa_representative_name": "Hy3-preview", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 34, "aa_rank": 67, "aa_official_coding_index": 41, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.06, "output_cost": 0.23, "tokens_per_second": 131, "latency": 3.22, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "naver/hyperclova-x-seed-think-32b", "canonical_family_name": "HyperCLOVA X SEED Think (32B)", "provider": "Naver", "aa_representative_variant_id": "naver/hyperclova-x-seed-think-32b:default", "aa_representative_name": "HyperCLOVA X SEED Think (32B)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 17, "aa_rank": 135, "aa_official_coding_index": 28, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "multiverse-computing/hypernova-60b-2605", "canonical_family_name": "HyperNova 60B 2605", "provider": "Multiverse Computing", "aa_representative_variant_id": "multiverse-computing/hypernova-60b-2605:default", "aa_representative_name": "HyperNova 60B 2605", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 18, "aa_rank": 130, "aa_official_coding_index": 25.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.04, "output_cost": 0.14, "tokens_per_second": 414, "latency": 0.65, "context_window": 131000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "thinking-machines/inkling", "canonical_family_name": "Inkling", "provider": "Thinking Machines", "aa_representative_variant_id": "thinking-machines/inkling:default", "aa_representative_name": "Inkling", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 41, "aa_rank": 43, "aa_official_coding_index": 50.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1.87, "output_cost": 4.68, "tokens_per_second": 82, "latency": 1.79, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "prime-intellect/intellect-3", "canonical_family_name": "INTELLECT-3", "provider": "Prime Intellect", "aa_representative_variant_id": "prime-intellect/intellect-3:default", "aa_representative_name": "INTELLECT-3", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 16, "aa_rank": 143, "aa_official_coding_index": 39, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 131000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ai21-labs/jamba-1-7-large", "canonical_family_name": "Jamba 1.7 Large", "provider": "AI21 Labs", "aa_representative_variant_id": "ai21-labs/jamba-1-7-large:default", "aa_representative_name": "Jamba 1.7 Large", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 5, "aa_rank": 219, "aa_official_coding_index": 19, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 2, "output_cost": 8, "tokens_per_second": 54, "latency": 1.4, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ai21-labs/jamba-1-7-mini", "canonical_family_name": "Jamba 1.7 Mini", "provider": "AI21 Labs", "aa_representative_variant_id": "ai21-labs/jamba-1-7-mini:default", "aa_representative_name": "Jamba 1.7 Mini", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 3, "aa_rank": 240, "aa_official_coding_index": 9, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 258000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "ai21-labs/jamba-reasoning-3b", "canonical_family_name": "Jamba Reasoning 3B", "provider": "AI21 Labs", "aa_representative_variant_id": "ai21-labs/jamba-reasoning-3b:reasoning", "aa_representative_name": "Jamba Reasoning 3B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 4, "aa_rank": 229, "aa_official_coding_index": 6, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "china-mobile/jt-35b-flash", "canonical_family_name": "JT-35B-Flash", "provider": "China Mobile", "aa_representative_variant_id": "china-mobile/jt-35b-flash:default", "aa_representative_name": "JT-35B-Flash", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 28, "aa_rank": 85, "aa_official_coding_index": 29, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "china-mobile/jt-4-1-flash-236b-a21b", "canonical_family_name": "JT-4.1 Flash 236B A21B", "provider": "China Mobile", "aa_representative_variant_id": "china-mobile/jt-4-1-flash-236b-a21b:default", "aa_representative_name": "JT-4.1 Flash 236B A21B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 39, "aa_rank": 48, "aa_official_coding_index": 49, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "china-mobile/jt-mini", "canonical_family_name": "JT-MINI", "provider": "China Mobile", "aa_representative_variant_id": "china-mobile/jt-mini:default", "aa_representative_name": "JT-MINI", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 19, "aa_rank": 125, "aa_official_coding_index": 27, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "lg-ai-research/k-exaone", "canonical_family_name": "K-EXAONE", "provider": "LG AI Research", "aa_representative_variant_id": "lg-ai-research/k-exaone:default", "aa_representative_name": "K-EXAONE", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 22, "aa_rank": 105, "aa_official_coding_index": 33, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "mbzuai-institute-of-foundation-models/k2-think-v2", "canonical_family_name": "K2 Think V2", "provider": "MBZUAI Institute of Foundation Models", "aa_representative_variant_id": "mbzuai-institute-of-foundation-models/k2-think-v2:default", "aa_representative_name": "K2 Think V2", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 17, "aa_rank": 133, "aa_official_coding_index": 24, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "mbzuai-institute-of-foundation-models/k2-v2", "canonical_family_name": "K2-V2", "provider": "MBZUAI Institute of Foundation Models", "aa_representative_variant_id": "mbzuai-institute-of-foundation-models/k2-v2:high", "aa_representative_name": "K2-V2 (high)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 14, "aa_rank": 151, "aa_official_coding_index": 29, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 512000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "kwaikat/kat-coder-pro-v1", "canonical_family_name": "KAT-Coder-Pro V1", "provider": "KwaiKAT", "aa_representative_variant_id": "kwaikat/kat-coder-pro-v1:default", "aa_representative_name": "KAT-Coder-Pro V1", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 28, "aa_rank": 86, "aa_official_coding_index": 37, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "kwaikat/kat-coder-pro-v2", "canonical_family_name": "KAT-Coder-Pro V2", "provider": "KwaiKAT", "aa_representative_variant_id": "kwaikat/kat-coder-pro-v2:default", "aa_representative_name": "KAT-Coder-Pro V2", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 34, "aa_rank": 65, "aa_official_coding_index": 54, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.3, "output_cost": 1.2, "tokens_per_second": 100, "latency": 1.62, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "kimi/kimi-k2-6", "canonical_family_name": "Kimi K2.6", "provider": "Kimi", "aa_representative_variant_id": "kimi/kimi-k2-6:non-reasoning", "aa_representative_name": "Kimi K2.6 (non-reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 35, "aa_rank": 61, "aa_official_coding_index": 39, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.95, "output_cost": 4, "tokens_per_second": 36, "latency": 2.98, "context_window": 256000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "moonshot-ai/kimi-k2-6", "canonical_family_name": "Kimi K2.6", "provider": "MoonshotAI", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Kimi K2.6", "llmstats_source_model_id": "kimi-k2.6", "llmstats_source_model_url": "https://llm-stats.com/models/kimi-k2.6", "llmstats_general_score": 44.7, "llmstats_general_rank": 13, "llmstats_coding_score": 35.4, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "kimi/kimi-k2-7-code", "canonical_family_name": "Kimi K2.7 Code", "provider": "Kimi", "aa_representative_variant_id": "kimi/kimi-k2-7-code:default", "aa_representative_name": "Kimi K2.7 Code", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 42, "aa_rank": 38, "aa_official_coding_index": 57, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.95, "output_cost": 4, "tokens_per_second": 51, "latency": 2.82, "context_window": 256000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/kimi-k2-7-code", "canonical_family_name": "Kimi K2.7 Code", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Kimi K2.7 Code", "llmstats_source_model_id": "kimi-k2.7-code", "llmstats_source_model_url": "https://llm-stats.com/models/kimi-k2.7-code", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": 32.2, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "kimi/kimi-linear-48b-a3b-instruct", "canonical_family_name": "Kimi Linear 48B A3B Instruct", "provider": "Kimi", "aa_representative_variant_id": "kimi/kimi-linear-48b-a3b-instruct:default", "aa_representative_name": "Kimi Linear 48B A3B Instruct", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 195, "aa_official_coding_index": 20, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "liquid-ai/lfm2-2-6b", "canonical_family_name": "LFM2 2.6B", "provider": "Liquid AI", "aa_representative_variant_id": "liquid-ai/lfm2-2-6b:default", "aa_representative_name": "LFM2 2.6B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 3, "aa_rank": 241, "aa_official_coding_index": 3, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 32800, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "liquid-ai/lfm2-24b-a2b", "canonical_family_name": "LFM2 24B A2B", "provider": "Liquid AI", "aa_representative_variant_id": "liquid-ai/lfm2-24b-a2b:default", "aa_representative_name": "LFM2 24B A2B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 5, "aa_rank": 222, "aa_official_coding_index": 11, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 32800, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "liquid-ai/lfm2-8b-a1b", "canonical_family_name": "LFM2 8B A1B", "provider": "Liquid AI", "aa_representative_variant_id": "liquid-ai/lfm2-8b-a1b:default", "aa_representative_name": "LFM2 8B A1B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 2, "aa_rank": 250, "aa_official_coding_index": 7, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 32800, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "liquid-ai/lfm2-5-1-2b", "canonical_family_name": "LFM2.5-1.2B", "provider": "Liquid AI", "aa_representative_variant_id": "liquid-ai/lfm2-5-1-2b:thinking", "aa_representative_name": "LFM2.5-1.2B-Thinking", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 3, "aa_rank": 239, "aa_official_coding_index": 4, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 32000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "liquid-ai/lfm2-5-1-2b-instruct", "canonical_family_name": "LFM2.5-1.2B-Instruct", "provider": "Liquid AI", "aa_representative_variant_id": "liquid-ai/lfm2-5-1-2b-instruct:default", "aa_representative_name": "LFM2.5-1.2B-Instruct", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 3, "aa_rank": 242, "aa_official_coding_index": 2, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 32000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "liquid-ai/lfm2-5-8b-a1b", "canonical_family_name": "LFM2.5-8B-A1B", "provider": "Liquid AI", "aa_representative_variant_id": "liquid-ai/lfm2-5-8b-a1b:default", "aa_representative_name": "LFM2.5-8B-A1B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 8, "aa_rank": 197, "aa_official_coding_index": 8, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": 334, "latency": 2.15, "context_window": 32800, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "liquid-ai/lfm2-5-vl-1-6b", "canonical_family_name": "LFM2.5-VL-1.6B", "provider": "Liquid AI", "aa_representative_variant_id": "liquid-ai/lfm2-5-vl-1-6b:default", "aa_representative_name": "LFM2.5-VL-1.6B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 1, "aa_rank": 251, "aa_official_coding_index": 3, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": 369, "latency": 11.9, "context_window": 32000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "inclusionai/ling-2-6-flash", "canonical_family_name": "Ling 2.6 Flash", "provider": "InclusionAI", "aa_representative_variant_id": "inclusionai/ling-2-6-flash:default", "aa_representative_name": "Ling 2.6 Flash", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 14, "aa_rank": 154, "aa_official_coding_index": 25.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.1, "output_cost": 0.3, "tokens_per_second": 168, "latency": 1.16, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "inclusionai/ling-2-6-1t", "canonical_family_name": "Ling-2.6-1T", "provider": "InclusionAI", "aa_representative_variant_id": "inclusionai/ling-2-6-1t:default", "aa_representative_name": "Ling-2.6-1T", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 26, "aa_rank": 91, "aa_official_coding_index": 37, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.3, "output_cost": 2.5, "tokens_per_second": null, "latency": null, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "inclusionai/ling-mini-2-0", "canonical_family_name": "Ling-mini-2.0", "provider": "InclusionAI", "aa_representative_variant_id": "inclusionai/ling-mini-2-0:default", "aa_representative_name": "Ling-mini-2.0", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 4, "aa_rank": 233, "aa_official_coding_index": 14, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 131000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "meta/llama-3-1-405b", "canonical_family_name": "Llama 3.1 405B", "provider": "Meta", "aa_representative_variant_id": "meta/llama-3-1-405b:default", "aa_representative_name": "Llama 3.1 405B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 196, "aa_official_coding_index": 30, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 2.5, "output_cost": 10, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nvidia/llama-3-1-nemotron-70b", "canonical_family_name": "Llama 3.1 Nemotron 70B", "provider": "NVIDIA", "aa_representative_variant_id": "nvidia/llama-3-1-nemotron-70b:default", "aa_representative_name": "Llama 3.1 Nemotron 70B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 8, "aa_rank": 202, "aa_official_coding_index": 23, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1.2, "output_cost": 1.2, "tokens_per_second": 82, "latency": 8.99, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "meta/llama-3-2-11b-vision", "canonical_family_name": "Llama 3.2 11B (Vision)", "provider": "Meta", "aa_representative_variant_id": "meta/llama-3-2-11b-vision:default", "aa_representative_name": "Llama 3.2 11B (Vision)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 3, "aa_rank": 234, "aa_official_coding_index": 11, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.36, "output_cost": 0.36, "tokens_per_second": 8, "latency": 2.59, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "meta/llama-3-2-90b-vision", "canonical_family_name": "Llama 3.2 90B (Vision)", "provider": "Meta", "aa_representative_variant_id": "meta/llama-3-2-90b-vision:default", "aa_representative_name": "Llama 3.2 90B (Vision)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 6, "aa_rank": 213, "aa_official_coding_index": 24, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 2.04, "output_cost": 2.04, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "meta/llama-3-3-70b", "canonical_family_name": "Llama 3.3 70B", "provider": "Meta", "aa_representative_variant_id": "meta/llama-3-3-70b:default", "aa_representative_name": "Llama 3.3 70B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 181, "aa_official_coding_index": 15.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.59, "output_cost": 0.72, "tokens_per_second": 83, "latency": 1.69, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "meta/llama-4-maverick", "canonical_family_name": "Llama 4 Maverick", "provider": "Meta", "aa_representative_variant_id": "meta/llama-4-maverick:default", "aa_representative_name": "Llama 4 Maverick", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 14, "aa_rank": 150, "aa_official_coding_index": 20.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.27, "output_cost": 0.85, "tokens_per_second": 111, "latency": 0.92, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "meta/llama-4-scout", "canonical_family_name": "Llama 4 Scout", "provider": "Meta", "aa_representative_variant_id": "meta/llama-4-scout:default", "aa_representative_name": "Llama 4 Scout", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 10, "aa_rank": 175, "aa_official_coding_index": 10.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.18, "output_cost": 0.66, "tokens_per_second": 96, "latency": 0.77, "context_window": 10000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nvidia/llama-nemotron-super-49b-v1-5", "canonical_family_name": "Llama Nemotron Super 49B v1.5", "provider": "NVIDIA", "aa_representative_variant_id": "nvidia/llama-nemotron-super-49b-v1-5:reasoning", "aa_representative_name": "Llama Nemotron Super 49B v1.5 (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 12, "aa_rank": 162, "aa_official_coding_index": 35, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.4, "output_cost": 0.4, "tokens_per_second": 72, "latency": 6.9, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nvidia/llama-nemotron-ultra", "canonical_family_name": "Llama Nemotron Ultra", "provider": "NVIDIA", "aa_representative_variant_id": "nvidia/llama-nemotron-ultra:reasoning", "aa_representative_name": "Llama Nemotron Ultra (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 182, "aa_official_coding_index": 35, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.6, "output_cost": 1.8, "tokens_per_second": 53, "latency": 2.32, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "longcat/longcat-2-0", "canonical_family_name": "LongCat 2.0", "provider": "LongCat", "aa_representative_variant_id": "longcat/longcat-2-0:default", "aa_representative_name": "LongCat 2.0", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 33, "aa_rank": 68, "aa_official_coding_index": 42.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "longcat/longcat-flash-lite", "canonical_family_name": "LongCat Flash Lite", "provider": "LongCat", "aa_representative_variant_id": "longcat/longcat-flash-lite:default", "aa_representative_name": "LongCat Flash Lite", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 17, "aa_rank": 134, "aa_official_coding_index": 28, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "mistral-ai/magistral-medium-1-2", "canonical_family_name": "Magistral Medium 1.2", "provider": "Mistral AI", "aa_representative_variant_id": "mistral-ai/magistral-medium-1-2:medium", "aa_representative_name": "Magistral Medium 1.2", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 18, "aa_rank": 128, "aa_official_coding_index": 25.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 2, "output_cost": 5, "tokens_per_second": 44, "latency": 1.72, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "mistral-ai/magistral-small-1-2", "canonical_family_name": "Magistral Small 1.2", "provider": "Mistral AI", "aa_representative_variant_id": "mistral-ai/magistral-small-1-2:default", "aa_representative_name": "Magistral Small 1.2", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 11, "aa_rank": 170, "aa_official_coding_index": 19.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.5, "output_cost": 1.5, "tokens_per_second": 89, "latency": 0.94, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "inception/mercury-2", "canonical_family_name": "Mercury 2", "provider": "Inception", "aa_representative_variant_id": "inception/mercury-2:default", "aa_representative_name": "Mercury 2", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 21, "aa_rank": 111, "aa_official_coding_index": 33, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.25, "output_cost": 0.75, "tokens_per_second": 902, "latency": 4.29, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "korea-telecom/mi-dm-k-2-5-pro", "canonical_family_name": "Mi:dm K 2.5 Pro", "provider": "Korea Telecom", "aa_representative_variant_id": "korea-telecom/mi-dm-k-2-5-pro:default", "aa_representative_name": "Mi:dm K 2.5 Pro", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 16, "aa_rank": 139, "aa_official_coding_index": 33, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "korea-telecom/mi-dm-k-2-5-pro-preview", "canonical_family_name": "Mi:dm K 2.5 Pro Preview", "provider": "Korea Telecom", "aa_representative_variant_id": "korea-telecom/mi-dm-k-2-5-pro-preview:preview", "aa_representative_name": "Mi:dm K 2.5 Pro Preview", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": null, "aa_rank": 261, "aa_official_coding_index": 30, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "xiaomi/mimo-v2-flash", "canonical_family_name": "MiMo-V2-Flash", "provider": "Xiaomi", "aa_representative_variant_id": "xiaomi/mimo-v2-flash:default", "aa_representative_name": "MiMo-V2-Flash", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 25, "aa_rank": 99, "aa_official_coding_index": 44, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "xiaomi/mimo-v2-flash-feb-2026", "canonical_family_name": "MiMo-V2-Flash (Feb 2026)", "provider": "Xiaomi", "aa_representative_variant_id": "xiaomi/mimo-v2-flash-feb-2026:default", "aa_representative_name": "MiMo-V2-Flash (Feb 2026)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 33, "aa_rank": 70, "aa_official_coding_index": 38, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "xiaomi/mimo-v2-omni", "canonical_family_name": "MiMo-V2-Omni", "provider": "Xiaomi", "aa_representative_variant_id": "xiaomi/mimo-v2-omni:default", "aa_representative_name": "MiMo-V2-Omni", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 35, "aa_rank": 59, "aa_official_coding_index": 37, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "xiaomi/mimo-v2-omni-0327", "canonical_family_name": "MiMo-V2-Omni-0327", "provider": "Xiaomi", "aa_representative_variant_id": "xiaomi/mimo-v2-omni-0327:default", "aa_representative_name": "MiMo-V2-Omni-0327", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 36, "aa_rank": 56, "aa_official_coding_index": 39, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "xiaomi/mimo-v2-5", "canonical_family_name": "MiMo-V2.5", "provider": "Xiaomi", "aa_representative_variant_id": "xiaomi/mimo-v2-5:default", "aa_representative_name": "MiMo-V2.5", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 37, "aa_rank": 53, "aa_official_coding_index": 53.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.14, "output_cost": 0.28, "tokens_per_second": 65, "latency": 3.57, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "xiaomi/mimo-v2-5-pro", "canonical_family_name": "MiMo-V2.5-Pro", "provider": "Xiaomi", "aa_representative_variant_id": "xiaomi/mimo-v2-5-pro:default", "aa_representative_name": "MiMo-V2.5-Pro", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 42, "aa_rank": 37, "aa_official_coding_index": 57.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.43, "output_cost": 0.87, "tokens_per_second": 69, "latency": 2.88, "context_window": 1000000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/mimo-v2-5-pro", "canonical_family_name": "MiMo-V2.5-Pro", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "MiMo-V2.5-Pro", "llmstats_source_model_id": "mimo-v2.5-pro", "llmstats_source_model_url": "https://llm-stats.com/models/mimo-v2.5-pro", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": 32.2, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openbmb/minicpm-v-4-6-1-3b", "canonical_family_name": "MiniCPM-V 4.6 1.3B", "provider": "OpenBMB", "aa_representative_variant_id": "openbmb/minicpm-v-4-6-1-3b:default", "aa_representative_name": "MiniCPM-V 4.6 1.3B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 4, "aa_rank": 228, "aa_official_coding_index": 1, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openbmb/minicpm5-1b", "canonical_family_name": "MiniCPM5-1B", "provider": "OpenBMB", "aa_representative_variant_id": "openbmb/minicpm5-1b:default", "aa_representative_name": "MiniCPM5-1B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 12, "aa_rank": 165, "aa_official_coding_index": 4, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/minimax-m3", "canonical_family_name": "MiniMax M3", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "MiniMax M3", "llmstats_source_model_id": "minimax-m3", "llmstats_source_model_url": "https://llm-stats.com/models/minimax-m3", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": 35.4, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "minimax/minimax-m3", "canonical_family_name": "MiniMax-M3", "provider": "MiniMax", "aa_representative_variant_id": "minimax/minimax-m3:default", "aa_representative_name": "MiniMax-M3", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 44, "aa_rank": 30, "aa_official_coding_index": 55, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.3, "output_cost": 1.2, "tokens_per_second": 76, "latency": 1.47, "context_window": 1000000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "mistral-ai/ministral-3-14b", "canonical_family_name": "Ministral 3 14B", "provider": "Mistral AI", "aa_representative_variant_id": "mistral-ai/ministral-3-14b:default", "aa_representative_name": "Ministral 3 14B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 11, "aa_rank": 172, "aa_official_coding_index": 17, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.2, "output_cost": 0.2, "tokens_per_second": 69, "latency": 0.89, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "mistral-ai/ministral-3-3b", "canonical_family_name": "Ministral 3 3B", "provider": "Mistral AI", "aa_representative_variant_id": "mistral-ai/ministral-3-3b:default", "aa_representative_name": "Ministral 3 3B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 6, "aa_rank": 210, "aa_official_coding_index": 7, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.1, "output_cost": 0.1, "tokens_per_second": 259, "latency": 0.65, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "mistral-ai/ministral-3-8b", "canonical_family_name": "Ministral 3 8B", "provider": "Mistral AI", "aa_representative_variant_id": "mistral-ai/ministral-3-8b:default", "aa_representative_name": "Ministral 3 8B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 187, "aa_official_coding_index": 12.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.15, "output_cost": 0.15, "tokens_per_second": 121, "latency": 0.72, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "mistral-ai/mistral-large-3", "canonical_family_name": "Mistral Large 3", "provider": "Mistral AI", "aa_representative_variant_id": "mistral-ai/mistral-large-3:default", "aa_representative_name": "Mistral Large 3", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 16, "aa_rank": 142, "aa_official_coding_index": 24, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.5, "output_cost": 1.5, "tokens_per_second": 49, "latency": 1.16, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "mistral-ai/mistral-medium-3-5", "canonical_family_name": "Mistral Medium 3.5", "provider": "Mistral AI", "aa_representative_variant_id": "mistral-ai/mistral-medium-3-5:medium", "aa_representative_name": "Mistral Medium 3.5", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 30, "aa_rank": 80, "aa_official_coding_index": 45.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1.5, "output_cost": 7.5, "tokens_per_second": 84, "latency": 2.17, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "mistral-ai/mistral-small-4", "canonical_family_name": "Mistral Small 4", "provider": "Mistral AI", "aa_representative_variant_id": "mistral-ai/mistral-small-4:default", "aa_representative_name": "Mistral Small 4", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 20, "aa_rank": 121, "aa_official_coding_index": 29.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.15, "output_cost": 0.6, "tokens_per_second": 160, "latency": 0.8, "context_window": 256000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "allen-institute-for-ai/molmo-7b-d", "canonical_family_name": "Molmo 7B-D", "provider": "Allen Institute for AI", "aa_representative_variant_id": "allen-institute-for-ai/molmo-7b-d:default", "aa_representative_name": "Molmo 7B-D", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 4, "aa_rank": 232, "aa_official_coding_index": 4, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 4100, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "allen-institute-for-ai/molmo2-8b", "canonical_family_name": "Molmo2-8B", "provider": "Allen Institute for AI", "aa_representative_variant_id": "allen-institute-for-ai/molmo2-8b:default", "aa_representative_name": "Molmo2-8B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 2, "aa_rank": 249, "aa_official_coding_index": 13, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 36900, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "motif-technologies/motif-3-beta", "canonical_family_name": "Motif 3 (Beta)", "provider": "Motif Technologies", "aa_representative_variant_id": "motif-technologies/motif-3-beta:default", "aa_representative_name": "Motif 3 (Beta)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 44, "aa_rank": 33, "aa_official_coding_index": 57.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "motif-technologies/motif-2-12-7b", "canonical_family_name": "Motif-2-12.7B", "provider": "Motif Technologies", "aa_representative_variant_id": "motif-technologies/motif-2-12-7b:default", "aa_representative_name": "Motif-2-12.7B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 13, "aa_rank": 159, "aa_official_coding_index": 28, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "meta/muse-spark-1-1", "canonical_family_name": "Muse Spark 1.1", "provider": "Meta", "aa_representative_variant_id": "meta/muse-spark-1-1:xhigh", "aa_representative_name": "Muse Spark 1.1 (xhigh)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 51, "aa_rank": 18, "aa_official_coding_index": 68, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1.25, "output_cost": 4.25, "tokens_per_second": 117, "latency": 1.47, "context_window": 1050000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/muse-spark-1-1", "canonical_family_name": "Muse Spark 1.1", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Muse Spark 1.1", "llmstats_source_model_id": "muse-spark-1.1", "llmstats_source_model_url": "https://llm-stats.com/models/muse-spark-1.1", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": 38.3, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "identity_unresolved", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nanbeige/nanbeige4-1-3b", "canonical_family_name": "Nanbeige4.1-3B", "provider": "Nanbeige", "aa_representative_variant_id": "nanbeige/nanbeige4-1-3b:default", "aa_representative_name": "Nanbeige4.1-3B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 11, "aa_rank": 171, "aa_official_coding_index": 14, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nvidia/nemotron-3-nano-omni-30b-a3b-reasoning", "canonical_family_name": "Nemotron 3 Nano Omni 30B A3B Reasoning", "provider": "NVIDIA", "aa_representative_variant_id": "nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:reasoning", "aa_representative_name": "Nemotron 3 Nano Omni 30B A3B Reasoning", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 15, "aa_rank": 145, "aa_official_coding_index": 17.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.07, "output_cost": 0.3, "tokens_per_second": 314, "latency": 0.97, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nvidia/nemotron-3-ultra", "canonical_family_name": "Nemotron 3 Ultra", "provider": "NVIDIA", "aa_representative_variant_id": "nvidia/nemotron-3-ultra:default", "aa_representative_name": "Nemotron 3 Ultra", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 38, "aa_rank": 51, "aa_official_coding_index": 47, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.68, "output_cost": 2.67, "tokens_per_second": 182, "latency": 1.2, "context_window": 262000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nvidia/nemotron-cascade-2-30b-a3b", "canonical_family_name": "Nemotron Cascade 2 30B A3B", "provider": "NVIDIA", "aa_representative_variant_id": "nvidia/nemotron-cascade-2-30b-a3b:default", "aa_representative_name": "Nemotron Cascade 2 30B A3B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 18, "aa_rank": 131, "aa_official_coding_index": 28, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nex-agi/nex-n2-pro", "canonical_family_name": "Nex-N2-Pro", "provider": "Nex AGI", "aa_representative_variant_id": "nex-agi/nex-n2-pro:default", "aa_representative_name": "Nex-N2-Pro", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 41, "aa_rank": 42, "aa_official_coding_index": 55, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.5, "output_cost": 2.5, "tokens_per_second": 136, "latency": 1.76, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "cohere/north-mini-code", "canonical_family_name": "North Mini Code", "provider": "Cohere", "aa_representative_variant_id": "cohere/north-mini-code:default", "aa_representative_name": "North Mini Code", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 20, "aa_rank": 119, "aa_official_coding_index": 37, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": 67, "latency": 0.58, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "amazon/nova-2-0-lite", "canonical_family_name": "Nova 2.0 Lite", "provider": "Amazon", "aa_representative_variant_id": "amazon/nova-2-0-lite:medium", "aa_representative_name": "Nova 2.0 Lite (medium)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 19, "aa_rank": 123, "aa_official_coding_index": 37, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.3, "output_cost": 2.5, "tokens_per_second": 153, "latency": 19.37, "context_window": 1000000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "amazon/nova-2-0-omni", "canonical_family_name": "Nova 2.0 Omni", "provider": "Amazon", "aa_representative_variant_id": "amazon/nova-2-0-omni:medium", "aa_representative_name": "Nova 2.0 Omni (medium)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 21, "aa_rank": 113, "aa_official_coding_index": 36, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.3, "output_cost": 2.5, "tokens_per_second": null, "latency": null, "context_window": 1000000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "amazon/nova-2-0-pro-preview", "canonical_family_name": "Nova 2.0 Pro Preview", "provider": "Amazon", "aa_representative_variant_id": "amazon/nova-2-0-pro-preview:medium-preview", "aa_representative_name": "Nova 2.0 Pro Preview (medium)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 22, "aa_rank": 109, "aa_official_coding_index": 36.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 1.25, "output_cost": 10, "tokens_per_second": 115, "latency": 15.13, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "amazon/nova-micro", "canonical_family_name": "Nova Micro", "provider": "Amazon", "aa_representative_variant_id": "amazon/nova-micro:default", "aa_representative_name": "Nova Micro", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 5, "aa_rank": 224, "aa_official_coding_index": 9, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.04, "output_cost": 0.14, "tokens_per_second": 298, "latency": 0.9, "context_window": 130000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "amazon/nova-premier", "canonical_family_name": "Nova Premier", "provider": "Amazon", "aa_representative_variant_id": "amazon/nova-premier:default", "aa_representative_name": "Nova Premier", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 13, "aa_rank": 160, "aa_official_coding_index": 28, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 2.5, "output_cost": 12.5, "tokens_per_second": 32, "latency": 2.88, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nvidia/nvidia-nemotron-3-nano", "canonical_family_name": "NVIDIA Nemotron 3 Nano", "provider": "NVIDIA", "aa_representative_variant_id": "nvidia/nvidia-nemotron-3-nano:reasoning", "aa_representative_name": "NVIDIA Nemotron 3 Nano (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 14, "aa_rank": 152, "aa_official_coding_index": 18.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.05, "output_cost": 0.2, "tokens_per_second": 117, "latency": 1.4, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nvidia/nvidia-nemotron-3-nano-4b", "canonical_family_name": "NVIDIA Nemotron 3 Nano 4B", "provider": "NVIDIA", "aa_representative_variant_id": "nvidia/nvidia-nemotron-3-nano-4b:default", "aa_representative_name": "NVIDIA Nemotron 3 Nano 4B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 192, "aa_official_coding_index": 10, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nvidia/nvidia-nemotron-3-super", "canonical_family_name": "NVIDIA Nemotron 3 Super", "provider": "NVIDIA", "aa_representative_variant_id": "nvidia/nvidia-nemotron-3-super:default", "aa_representative_name": "NVIDIA Nemotron 3 Super", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 25, "aa_rank": 96, "aa_official_coding_index": 37.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.25, "output_cost": 0.78, "tokens_per_second": 249, "latency": 1.4, "context_window": 1000000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nvidia/nvidia-nemotron-nano-12b-v2-vl", "canonical_family_name": "NVIDIA Nemotron Nano 12B v2 VL", "provider": "NVIDIA", "aa_representative_variant_id": "nvidia/nvidia-nemotron-nano-12b-v2-vl:reasoning", "aa_representative_name": "NVIDIA Nemotron Nano 12B v2 VL (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 186, "aa_official_coding_index": 26, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.2, "output_cost": 0.6, "tokens_per_second": 65, "latency": 5.53, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "nvidia/nvidia-nemotron-nano-9b-v2", "canonical_family_name": "NVIDIA Nemotron Nano 9B V2", "provider": "NVIDIA", "aa_representative_variant_id": "nvidia/nvidia-nemotron-nano-9b-v2:reasoning", "aa_representative_name": "NVIDIA Nemotron Nano 9B V2 (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 190, "aa_official_coding_index": 22, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.04, "output_cost": 0.16, "tokens_per_second": 86, "latency": 7.34, "context_window": 131000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/o3", "canonical_family_name": "o3", "provider": "OpenAI", "aa_representative_variant_id": "openai/o3:default", "aa_representative_name": "o3", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 30, "aa_rank": 78, "aa_official_coding_index": 41, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 2, "output_cost": 8, "tokens_per_second": 138, "latency": 5.73, "context_window": 200000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "allen-institute-for-ai/olmo-3-7b", "canonical_family_name": "Olmo 3 7B", "provider": "Allen Institute for AI", "aa_representative_variant_id": "allen-institute-for-ai/olmo-3-7b:default", "aa_representative_name": "Olmo 3 7B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 3, "aa_rank": 237, "aa_official_coding_index": 10, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.1, "output_cost": 0.2, "tokens_per_second": null, "latency": null, "context_window": 65500, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "allen-institute-for-ai/olmo-3-7b-think", "canonical_family_name": "Olmo 3 7B Think", "provider": "Allen Institute for AI", "aa_representative_variant_id": "allen-institute-for-ai/olmo-3-7b-think:default", "aa_representative_name": "Olmo 3 7B Think", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 4, "aa_rank": 231, "aa_official_coding_index": 21, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 65500, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "allen-institute-for-ai/olmo-3-1-32b-instruct", "canonical_family_name": "Olmo 3.1 32B Instruct", "provider": "Allen Institute for AI", "aa_representative_variant_id": "allen-institute-for-ai/olmo-3-1-32b-instruct:default", "aa_representative_name": "Olmo 3.1 32B Instruct", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 6, "aa_rank": 209, "aa_official_coding_index": 17, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 65500, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "allen-institute-for-ai/olmo-3-1-32b-think", "canonical_family_name": "Olmo 3.1 32B Think", "provider": "Allen Institute for AI", "aa_representative_variant_id": "allen-institute-for-ai/olmo-3-1-32b-think:default", "aa_representative_name": "Olmo 3.1 32B Think", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 8, "aa_rank": 199, "aa_official_coding_index": 29, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": null, "latency": null, "context_window": 65500, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "microsoft/phi-4", "canonical_family_name": "Phi-4", "provider": "Microsoft", "aa_representative_variant_id": "microsoft/phi-4:default", "aa_representative_name": "Phi-4", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 5, "aa_rank": 223, "aa_official_coding_index": 26, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.13, "output_cost": 0.5, "tokens_per_second": null, "latency": null, "context_window": 16000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "microsoft/phi-4-mini", "canonical_family_name": "Phi-4 Mini", "provider": "Microsoft", "aa_representative_variant_id": "microsoft/phi-4-mini:default", "aa_representative_name": "Phi-4 Mini", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 6, "aa_rank": 214, "aa_official_coding_index": 5.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": 44, "latency": 0.82, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "microsoft/phi-4-multimodal", "canonical_family_name": "Phi-4 Multimodal", "provider": "Microsoft", "aa_representative_variant_id": "microsoft/phi-4-multimodal:default", "aa_representative_name": "Phi-4 Multimodal", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 5, "aa_rank": 227, "aa_official_coding_index": 11, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": 18, "latency": 0.85, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-coder-next", "canonical_family_name": "Qwen3 Coder Next", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-coder-next:default", "aa_representative_name": "Qwen3 Coder Next", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 21, "aa_rank": 112, "aa_official_coding_index": 35, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.35, "output_cost": 1.2, "tokens_per_second": 123, "latency": 1.38, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-next-80b-a3b", "canonical_family_name": "Qwen3 Next 80B A3B", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-next-80b-a3b:reasoning", "aa_representative_name": "Qwen3 Next 80B A3B (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 17, "aa_rank": 137, "aa_official_coding_index": 23, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.5, "output_cost": 6, "tokens_per_second": 191, "latency": 2.21, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-omni-30b-a3b", "canonical_family_name": "Qwen3 Omni 30B A3B", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-omni-30b-a3b:reasoning", "aa_representative_name": "Qwen3 Omni 30B A3B (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 10, "aa_rank": 178, "aa_official_coding_index": 31, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.25, "output_cost": 0.97, "tokens_per_second": 95, "latency": 1.94, "context_window": 65500, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-5-0-8b", "canonical_family_name": "Qwen3.5 0.8B", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-5-0-8b:default", "aa_representative_name": "Qwen3.5 0.8B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 6, "aa_rank": 217, "aa_official_coding_index": 0, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-5-122b-a10b", "canonical_family_name": "Qwen3.5 122B A10B", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-5-122b-a10b:default", "aa_representative_name": "Qwen3.5 122B A10B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 32, "aa_rank": 71, "aa_official_coding_index": 45, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.4, "output_cost": 3.2, "tokens_per_second": 133, "latency": 2.35, "context_window": 262000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-5-2b", "canonical_family_name": "Qwen3.5 2B", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-5-2b:default", "aa_representative_name": "Qwen3.5 2B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 7, "aa_rank": 206, "aa_official_coding_index": 3, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 262000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-5-35b-a3b", "canonical_family_name": "Qwen3.5 35B A3B", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-5-35b-a3b:non-reasoning", "aa_representative_name": "Qwen3.5 35B A3B (non-reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 24, "aa_rank": 101, "aa_official_coding_index": 35, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.25, "output_cost": 2, "tokens_per_second": 122, "latency": 2.18, "context_window": 262000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-5-4b", "canonical_family_name": "Qwen3.5 4B", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-5-4b:default", "aa_representative_name": "Qwen3.5 4B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 20, "aa_rank": 118, "aa_official_coding_index": 21, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.03, "output_cost": 0.15, "tokens_per_second": 41, "latency": 0.81, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-5-9b", "canonical_family_name": "Qwen3.5 9B", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-5-9b:default", "aa_representative_name": "Qwen3.5 9B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 21, "aa_rank": 110, "aa_official_coding_index": 28.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.14, "output_cost": 0.2, "tokens_per_second": 61, "latency": 1.83, "context_window": 262000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-5-omni-flash", "canonical_family_name": "Qwen3.5 Omni Flash", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-5-omni-flash:default", "aa_representative_name": "Qwen3.5 Omni Flash", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 19, "aa_rank": 124, "aa_official_coding_index": 25, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.1, "output_cost": 0.8, "tokens_per_second": 242, "latency": 1.84, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-5-omni-plus", "canonical_family_name": "Qwen3.5 Omni Plus", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-5-omni-plus:default", "aa_representative_name": "Qwen3.5 Omni Plus", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 31, "aa_rank": 75, "aa_official_coding_index": 41, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.4, "output_cost": 4.8, "tokens_per_second": 49, "latency": 2.39, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-6-27b", "canonical_family_name": "Qwen3.6 27B", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-6-27b:default", "aa_representative_name": "Qwen3.6 27B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 37, "aa_rank": 54, "aa_official_coding_index": 50.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.6, "output_cost": 3.6, "tokens_per_second": 56, "latency": 3.7, "context_window": 262000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-6-35b-a3b", "canonical_family_name": "Qwen3.6 35B A3B", "provider": "Alibaba", "aa_representative_variant_id": "alibaba/qwen3-6-35b-a3b:default", "aa_representative_name": "Qwen3.6 35B A3B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 32, "aa_rank": 73, "aa_official_coding_index": 40.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "identity_review", "score_status_label": "Identity review", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.25, "output_cost": 1.49, "tokens_per_second": 158, "latency": 2.21, "context_window": 262000, "source_coverage": 1, "mapping_status": "review", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "perplexity/r1-1776", "canonical_family_name": "R1 1776", "provider": "Perplexity", "aa_representative_variant_id": "perplexity/r1-1776:default", "aa_representative_name": "R1 1776", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 6, "aa_rank": 212, "aa_official_coding_index": null, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "reka-ai/reka-flash-3", "canonical_family_name": "Reka Flash 3", "provider": "Reka AI", "aa_representative_variant_id": "reka-ai/reka-flash-3:default", "aa_representative_name": "Reka Flash 3", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 4, "aa_rank": 230, "aa_official_coding_index": 27, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.2, "output_cost": 0.8, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "inclusionai/ring-2-6-1t", "canonical_family_name": "Ring-2.6-1T", "provider": "InclusionAI", "aa_representative_variant_id": "inclusionai/ring-2-6-1t:default", "aa_representative_name": "Ring-2.6-1T", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 31, "aa_rank": 76, "aa_official_coding_index": 42.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.3, "output_cost": 2.5, "tokens_per_second": 121, "latency": 3.31, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "inclusionai/ring-flash-2-0", "canonical_family_name": "Ring-flash-2.0", "provider": "InclusionAI", "aa_representative_variant_id": "inclusionai/ring-flash-2-0:default", "aa_representative_name": "Ring-flash-2.0", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 8, "aa_rank": 198, "aa_official_coding_index": 17, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.14, "output_cost": 0.57, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "sarvam/sarvam-105b", "canonical_family_name": "Sarvam 105B", "provider": "Sarvam", "aa_representative_variant_id": "sarvam/sarvam-105b:high", "aa_representative_name": "Sarvam 105B (high)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 12, "aa_rank": 166, "aa_official_coding_index": 26, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.04, "output_cost": 0.17, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "sarvam/sarvam-30b", "canonical_family_name": "Sarvam 30B", "provider": "Sarvam", "aa_representative_variant_id": "sarvam/sarvam-30b:high", "aa_representative_name": "Sarvam 30B (high)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 7, "aa_rank": 208, "aa_official_coding_index": 19, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.03, "output_cost": 0.11, "tokens_per_second": null, "latency": null, "context_window": 65500, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "bytedance/seed-2-0-pro", "canonical_family_name": "Seed 2.0 Pro", "provider": "Bytedance", "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Seed 2.0 Pro", "llmstats_source_model_id": "seed-2.0-pro", "llmstats_source_model_url": "https://llm-stats.com/models/seed-2.0-pro", "llmstats_general_score": 40.3, "llmstats_general_rank": 24, "llmstats_coding_score": 21, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/seed-2-1-pro", "canonical_family_name": "Seed 2.1 Pro", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Seed 2.1 Pro", "llmstats_source_model_id": "seed-2.1-pro", "llmstats_source_model_url": "https://llm-stats.com/models/seed-2.1-pro", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": 36.3, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "unknown/seed-2-1-turbo", "canonical_family_name": "Seed 2.1 Turbo", "provider": null, "aa_representative_variant_id": null, "aa_representative_name": null, "aa_intelligence": null, "aa_rank": null, "aa_official_coding_index": null, "llmstats_source_name": "Seed 2.1 Turbo", "llmstats_source_model_id": "seed-2.1-turbo", "llmstats_source_model_url": "https://llm-stats.com/models/seed-2.1-turbo", "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": 32.8, "score_status": "llmstats_only", "score_status_label": "LLMStats only", "availability_class": "unknown", "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "upstage/solar-open-100b", "canonical_family_name": "Solar Open 100B", "provider": "Upstage", "aa_representative_variant_id": "upstage/solar-open-100b:reasoning", "aa_representative_name": "Solar Open 100B (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 15, "aa_rank": 144, "aa_official_coding_index": 27, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "upstage/solar-pro-2", "canonical_family_name": "Solar Pro 2", "provider": "Upstage", "aa_representative_variant_id": "upstage/solar-pro-2:reasoning", "aa_representative_name": "Solar Pro 2 (reasoning)", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 185, "aa_official_coding_index": 30, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 65500, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "upstage/solar-pro-3", "canonical_family_name": "Solar Pro 3", "provider": "Upstage", "aa_representative_variant_id": "upstage/solar-pro-3:default", "aa_representative_name": "Solar Pro 3", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 14, "aa_rank": 153, "aa_official_coding_index": 18.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 128000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "stepfun/step-3-5-flash-2603", "canonical_family_name": "Step 3.5 Flash 2603", "provider": "StepFun", "aa_representative_variant_id": "stepfun/step-3-5-flash-2603:default", "aa_representative_name": "Step 3.5 Flash 2603", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 26, "aa_rank": 92, "aa_official_coding_index": 39, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "proprietary", "license_name": "Proprietary", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.1, "output_cost": 0.3, "tokens_per_second": 291, "latency": 1.17, "context_window": 256000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "stepfun/step-3-7-flash", "canonical_family_name": "Step 3.7 Flash", "provider": "StepFun", "aa_representative_variant_id": "stepfun/step-3-7-flash:default", "aa_representative_name": "Step 3.7 Flash", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 30, "aa_rank": 79, "aa_official_coding_index": 39.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.2, "output_cost": 1.15, "tokens_per_second": 381, "latency": 0.88, "context_window": 262000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "stepfun/step3-vl-10b", "canonical_family_name": "Step3 VL 10B", "provider": "StepFun", "aa_representative_variant_id": "stepfun/step3-vl-10b:default", "aa_representative_name": "Step3 VL 10B", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 9, "aa_rank": 180, "aa_official_coding_index": 31, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 65500, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "cohere/tiny-aya-global", "canonical_family_name": "Tiny Aya Global", "provider": "Cohere", "aa_representative_variant_id": "cohere/tiny-aya-global:default", "aa_representative_name": "Tiny Aya Global", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 1, "aa_rank": 253, "aa_official_coding_index": 4, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0, "output_cost": 0, "tokens_per_second": null, "latency": null, "context_window": 8189, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "trillion-labs/tri-21b-think", "canonical_family_name": "Tri-21B-Think", "provider": "Trillion Labs", "aa_representative_variant_id": "trillion-labs/tri-21b-think:default", "aa_representative_name": "Tri-21B-Think", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 12, "aa_rank": 164, "aa_official_coding_index": 17, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 32000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "trillion-labs/tri-21b-think-preview", "canonical_family_name": "Tri-21B-think Preview", "provider": "Trillion Labs", "aa_representative_variant_id": "trillion-labs/tri-21b-think-preview:preview", "aa_representative_name": "Tri-21B-think Preview", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 14, "aa_rank": 156, "aa_official_coding_index": 18, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": null, "output_cost": null, "tokens_per_second": null, "latency": null, "context_window": 32000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false }, { "family_id": "arcee-ai/trinity-large", "canonical_family_name": "Trinity Large", "provider": "Arcee AI", "aa_representative_variant_id": "arcee-ai/trinity-large:thinking", "aa_representative_name": "Trinity Large Thinking", "representative_selection_method": "best_aa_performance_rank_then_intelligence_then_name", "representative_selected_at": "2026-07-26T07:06:51.533284+00:00", "aa_intelligence": 18, "aa_rank": 127, "aa_official_coding_index": 28.5, "llmstats_source_name": null, "llmstats_source_model_id": null, "llmstats_source_model_url": null, "llmstats_general_score": null, "llmstats_general_rank": null, "llmstats_coding_score": null, "score_status": "aa_only", "score_status_label": "AA only", "availability_class": "open_weights", "license_name": "Open", "weights_available": null, "source_code_available": null, "training_data_disclosed": null, "commercial_use_allowed": null, "input_cost": 0.23, "output_cost": 0.88, "tokens_per_second": 172, "latency": 0.88, "context_window": 512000, "source_coverage": 1, "mapping_status": "source_missing", "generated_at": "2026-07-26T07:06:51.533284+00:00", "llmdex_score": null, "llmdex_rank": null, "aa_percentile": null, "llmstats_percentile": null, "agreement": null, "agreement_label": null, "score_version": "LLMDEX General Consensus v1", "score_scope": "not_scored_missing_or_unapproved_source", "matched_population_size": 0, "coding_score_status": "unavailable", "is_sota": false, "is_open_sota": false } ], "consensus": [ { "family_id": "openai/gpt-5-6-sol", "canonical_family_name": "GPT-5.6 Sol", "provider": "OpenAI", "representative_variant_id": "openai/gpt-5-6-sol:max", "representative_model_name": "GPT-5.6 Sol (max)", "availability_class": "proprietary", "is_open_weights": false, "aa_intelligence": 59, "aa_rank": 4, "llmstats_general_score": 58, "llmstats_general_rank": 1, "llmdex_score": 100, "llmdex_rank": 1, "agreement": 100, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": true, "is_open_sota": false }, { "family_id": "kimi/kimi-k3", "canonical_family_name": "Kimi K3", "provider": "Kimi", "representative_variant_id": "kimi/kimi-k3:default", "representative_model_name": "Kimi K3", "availability_class": "proprietary", "is_open_weights": false, "aa_intelligence": 57, "aa_rank": 7, "llmstats_general_score": 55.7, "llmstats_general_rank": 3, "llmdex_score": 93.33333333333333, "llmdex_rank": 2, "agreement": 100, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "anthropic/claude-opus-4-8", "canonical_family_name": "Claude Opus 4.8", "provider": "Anthropic", "representative_variant_id": "anthropic/claude-opus-4-8:max", "representative_model_name": "Claude Opus 4.8 (max)", "availability_class": "proprietary", "is_open_weights": false, "aa_intelligence": 56, "aa_rank": 10, "llmstats_general_score": 52.6, "llmstats_general_rank": 5, "llmdex_score": 83.33333333333334, "llmdex_rank": 3.5, "agreement": 93.33333333333333, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-5-6-terra", "canonical_family_name": "GPT-5.6 Terra", "provider": "OpenAI", "representative_variant_id": "openai/gpt-5-6-terra:max", "representative_model_name": "GPT-5.6 Terra (max)", "availability_class": "proprietary", "is_open_weights": false, "aa_intelligence": 55, "aa_rank": 11, "llmstats_general_score": 53.3, "llmstats_general_rank": 4, "llmdex_score": 83.33333333333334, "llmdex_rank": 3.5, "agreement": 93.33333333333333, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "openai/gpt-5-6-luna", "canonical_family_name": "GPT-5.6 Luna", "provider": "OpenAI", "representative_variant_id": "openai/gpt-5-6-luna:max", "representative_model_name": "GPT-5.6 Luna (max)", "availability_class": "proprietary", "is_open_weights": false, "aa_intelligence": 51, "aa_rank": 16, "llmstats_general_score": 46.8, "llmstats_general_rank": 9, "llmdex_score": 73.33333333333333, "llmdex_rank": 5, "agreement": 100, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-7", "canonical_family_name": "Qwen3.7", "provider": "Alibaba", "representative_variant_id": "alibaba/qwen3-7:max", "representative_model_name": "Qwen3.7 Max", "availability_class": "proprietary", "is_open_weights": false, "aa_intelligence": 46, "aa_rank": 27, "llmstats_general_score": 46.7, "llmstats_general_rank": 10, "llmdex_score": 65, "llmdex_rank": 6, "agreement": 96.66666666666666, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "deepseek/deepseek-v4-pro", "canonical_family_name": "DeepSeek V4 Pro", "provider": "DeepSeek", "representative_variant_id": "deepseek/deepseek-v4-pro:max", "representative_model_name": "DeepSeek V4 Pro (max)", "availability_class": "open_weights", "is_open_weights": true, "aa_intelligence": 44, "aa_rank": 31, "llmstats_general_score": 44, "llmstats_general_rank": 14, "llmdex_score": 53.333333333333336, "llmdex_rank": 7, "agreement": 100, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": true }, { "family_id": "anthropic/claude-opus-4-7", "canonical_family_name": "Claude Opus 4.7", "provider": "Anthropic", "representative_variant_id": "anthropic/claude-opus-4-7:high-non-reasoning", "representative_model_name": "Claude Opus 4.7 (Non-reasoning, high)", "availability_class": "proprietary", "is_open_weights": false, "aa_intelligence": 43, "aa_rank": 36, "llmstats_general_score": 45.6, "llmstats_general_rank": 12, "llmdex_score": 51.66666666666667, "llmdex_rank": 8, "agreement": 83.33333333333334, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "google/gemini-3-1-pro-preview", "canonical_family_name": "Gemini 3.1 Pro Preview", "provider": "Google", "representative_variant_id": "google/gemini-3-1-pro-preview:preview", "representative_model_name": "Gemini 3.1 Pro Preview", "availability_class": "proprietary", "is_open_weights": false, "aa_intelligence": 46, "aa_rank": 25, "llmstats_general_score": 43.6, "llmstats_general_rank": 18, "llmdex_score": 48.333333333333336, "llmdex_rank": 9, "agreement": 70, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "tencent/hy3", "canonical_family_name": "Hy3", "provider": "Tencent", "representative_variant_id": "tencent/hy3:default", "representative_model_name": "Hy3", "availability_class": "open_weights", "is_open_weights": true, "aa_intelligence": 41, "aa_rank": 40, "llmstats_general_score": 43.8, "llmstats_general_rank": 15.5, "llmdex_score": 38.333333333333336, "llmdex_rank": 10, "agreement": 90, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "meta/muse-spark", "canonical_family_name": "Muse Spark", "provider": "Meta", "representative_variant_id": "meta/muse-spark:default", "representative_model_name": "Muse Spark", "availability_class": "proprietary", "is_open_weights": false, "aa_intelligence": 43, "aa_rank": 35, "llmstats_general_score": 42.5, "llmstats_general_rank": 20, "llmdex_score": 35, "llmdex_rank": 11, "agreement": 83.33333333333333, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-7-plus", "canonical_family_name": "Qwen3.7 Plus", "provider": "Alibaba", "representative_variant_id": "alibaba/qwen3-7-plus:default", "representative_model_name": "Qwen3.7 Plus", "availability_class": "proprietary", "is_open_weights": false, "aa_intelligence": 39, "aa_rank": 47, "llmstats_general_score": 43.8, "llmstats_general_rank": 15.5, "llmdex_score": 28.333333333333336, "llmdex_rank": 12, "agreement": 70, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-6-plus", "canonical_family_name": "Qwen3.6 Plus", "provider": "Alibaba", "representative_variant_id": "alibaba/qwen3-6-plus:default", "representative_model_name": "Qwen3.6 Plus", "availability_class": "proprietary", "is_open_weights": false, "aa_intelligence": 40, "aa_rank": 46, "llmstats_general_score": 40.4, "llmstats_general_rank": 23, "llmdex_score": 21.666666666666664, "llmdex_rank": 13, "agreement": 96.66666666666667, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "deepseek/deepseek-v4-flash", "canonical_family_name": "DeepSeek V4 Flash", "provider": "DeepSeek", "representative_variant_id": "deepseek/deepseek-v4-flash:max", "representative_model_name": "DeepSeek V4 Flash (max)", "availability_class": "open_weights", "is_open_weights": true, "aa_intelligence": 40, "aa_rank": 45, "llmstats_general_score": 39.7, "llmstats_general_rank": 25, "llmdex_score": 18.333333333333332, "llmdex_rank": 14, "agreement": 90, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "alibaba/qwen3-5-397b-a17b", "canonical_family_name": "Qwen3.5 397B A17B", "provider": "Alibaba", "representative_variant_id": "alibaba/qwen3-5-397b-a17b:default", "representative_model_name": "Qwen3.5 397B A17B", "availability_class": "open_weights", "is_open_weights": true, "aa_intelligence": 34, "aa_rank": 66, "llmstats_general_score": 39.6, "llmstats_general_rank": 26, "llmdex_score": 5, "llmdex_rank": 15, "agreement": 96.66666666666667, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false }, { "family_id": "anthropic/claude-sonnet-4-6", "canonical_family_name": "Claude Sonnet 4.6", "provider": "Anthropic", "representative_variant_id": "anthropic/claude-sonnet-4-6:low-non-reasoning", "representative_model_name": "Claude Sonnet 4.6 (Non-reasoning, Low Effort)", "availability_class": "proprietary", "is_open_weights": false, "aa_intelligence": 34, "aa_rank": 62, "llmstats_general_score": 38.4, "llmstats_general_rank": 28, "llmdex_score": 1.6666666666666667, "llmdex_rank": 16, "agreement": 96.66666666666667, "source_coverage": null, "score_status": "consensus", "score_version": "LLMDEX General Consensus v1", "is_sota": false, "is_open_sota": false } ], "quality": { "generated_at": "2026-07-26T07:06:51.533284+00:00", "methodology_version": "LLMDEX General Consensus v1", "status": "healthy", "sources": { "artificial_analysis": { "source": "Artificial Analysis", "status": "healthy", "rows_scraped": 264, "expected_range": [ 150, 500 ], "duration_seconds": 0, "warnings": [ "Health synthesized from the current validated publication." ], "last_successful_update": "2026-07-26T07:06:51.533284+00:00", "schema_changes": [], "error_message": null, "timestamp": "2026-07-26T07:06:51.533284+00:00", "snapshot_age_hours": 0 }, "llmstats": { "source": "LLMStats", "rows_scraped": 85, "expected_range": [ 20, 250 ], "status": "healthy", "error_message": null, "duration_seconds": 20.1, "timestamp": "2026-07-26T07:07:11.639936+00:00", "parse_warning_count": 0, "warnings": [], "last_successful_update": "2026-07-26T07:07:11.639936+00:00", "schema_changes": [], "snapshot_age_hours": 0 } }, "counts": { "matched_families": 16, "aa_only_families": 145, "llmstats_only_families": 26, "identity_review_count": 69, "ambiguous_match_count": 9, "consensus_scored_families": 16 }, "missing_benchmark_counts": { "aa_intelligence": 72, "llmstats_general": 226, "aa_official_coding_index": 71, "llmstats_coding": 215 }, "warnings": [] }, "methodology": { "generated_at": "2026-07-26T07:06:51.533284+00:00", "methodology_version": "LLMDEX General Consensus v1", "source_updated_at": { "artificial_analysis": "2026-07-26T07:06:51.533284+00:00", "llmstats": "2026-07-26T07:07:11.639936+00:00" }, "source_health": { "artificial_analysis": { "source": "Artificial Analysis", "status": "healthy", "rows_scraped": 264, "expected_range": [ 150, 500 ], "duration_seconds": 0, "warnings": [ "Health synthesized from the current validated publication." ], "last_successful_update": "2026-07-26T07:06:51.533284+00:00", "schema_changes": [], "error_message": null, "timestamp": "2026-07-26T07:06:51.533284+00:00" }, "llmstats": { "source": "LLMStats", "rows_scraped": 85, "expected_range": [ 20, 250 ], "status": "healthy", "error_message": null, "duration_seconds": 20.1, "timestamp": "2026-07-26T07:07:11.639936+00:00", "parse_warning_count": 0, "warnings": [], "last_successful_update": "2026-07-26T07:07:11.639936+00:00", "schema_changes": [] } }, "attribution": { "general": "General intelligence, pricing and API performance data from Artificial Analysis.", "capabilities": "Capability rankings and benchmark data from LLMStats." }, "contracts": { "general": "data/index/latest.json", "families": "data/families/latest.json", "capabilities": "data/capabilities/latest.json", "quality": "data/quality/latest.json", "identity_audit": "data/identity/match_audit.csv" } } } }