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whole-benchmark passes (1.96 * std(runs)/sqrt(R))", "meanCostUsdPerTask": 0.07240623938053097, "medianCostPerTaskUsd": 0.0697851, "attempted": 452, "passed": 7, "tasksAttempted": 113, "runs": 4, "config": "mini_swe_agent_gpt_5_6_luna_low", "costBasis": null }, "source": "https://deepswe.datacurve.ai/artifacts/v1.1/leaderboard-live.json", "checkedAt": "2026-09-12" } }, { "configuration_id": "deepswe_1_1:3d9b43ea1f40d6be", "board": "deepswe_1_1", "model": "deepseek-v4.1-flash", "variant": "mini-SWE - DeepSeek V4.1 Flash (max) [vendor self-report]", "score_is_estimated": null, "score_is_self_reported": true, "agent_harness": "mini-SWE", "reasoning_effort": "max", "service_mode": null, "score": 74.2, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash", "checked_at": "2026-09-12", "archive": "scores-deepswe-selfreport-2026-09-12.json", "raw_record": { "boardId": "deepswe_1_1", "model": "deepseek-v4.1-flash", "variantLabel": "mini-SWE - DeepSeek V4.1 Flash (max)", "score": 74.2, "secondary": { "selfReported": true, "reportedBy": "DeepSeek", "agentHarness": "mini-SWE", "reasoningEffort": "max", "contextWindowTokens": 1000000, "temperature": 1.0, "topP": 0.95 }, "source": "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash", "checkedAt": "2026-09-12" } }, { "configuration_id": "deepswe_1_1:9454d8de1c52f2fc", "board": "deepswe_1_1", "model": "mimo-v2.6-pro", "variant": "mini-swe-agent - mimo-v2-6-pro [vendor self-report]", "score_is_estimated": null, "score_is_self_reported": true, "agent_harness": "mini-swe-agent", "reasoning_effort": null, "service_mode": null, "score": 71.9, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Flash-RL", "checked_at": "2026-09-22", "archive": "scores-deepswe-mimo-v26-grok47-selfreport-2026-09-22.json", "raw_record": { "boardId": "deepswe_1_1", "model": "mimo-v2.6-pro", "variantLabel": "mini-swe-agent - mimo-v2-6-pro", "score": 71.9, "secondary": { "selfReported": true, "reportedBy": "Xiaomi", "agentHarness": "mini-swe-agent", "agentHarnessAttribution": "inferred-by-comparator-crosscheck", "reasoningEffort": null, "effortNote": "MiMo 系列无 reasoning_effort 参数,模型卡未设 effort 档;模型卡推荐采样 temperature=1.0 / top_p=0.95", "temperature": 1.0, "topP": 0.95, "contextWindowTokens": 1000000 }, "source": "https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Flash-RL", "checkedAt": "2026-09-22", "note": "官方模型卡(MIT)第 3 节 Evaluation Results 表 DeepSWE v1.1 行:Pro 71.9 / Flash 67.9 / V2.5 Pro 19.0。同一模型的 DeepSWE 数字有三个互相矛盾的口径,按只记录不择一的规矩全部登记:①模型卡 71.9(本档采用,与 DeepSeek V4.1 Flash 自报同为模型卡口径);②官方发布页 mimo.mi.com/docs/en-US/news/latest/v2-6 记 RL 曲线 58.4→72.6;③第三方 orcarouter 读小米 Live 面板终点 72.57(面板图注 mini-swe-agent, avg@3)。差异来自 checkpoint 选取、取整与 avg@k,②③未采用。官方榜无 MiMo 行。" } }, { "configuration_id": "deepswe_1_1:c2b10fcdefbd0221", "board": "deepswe_1_1", "model": "mimo-v2.6-flash", "variant": "mini-swe-agent - mimo-v2-6-flash [vendor self-report]", "score_is_estimated": null, "score_is_self_reported": true, "agent_harness": "mini-swe-agent", "reasoning_effort": null, "service_mode": null, "score": 67.9, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Flash-RL", "checked_at": "2026-09-22", "archive": "scores-deepswe-mimo-v26-grok47-selfreport-2026-09-22.json", "raw_record": { "boardId": "deepswe_1_1", "model": "mimo-v2.6-flash", "variantLabel": "mini-swe-agent - mimo-v2-6-flash", "score": 67.9, "secondary": { "selfReported": true, "reportedBy": "Xiaomi", "agentHarness": "mini-swe-agent", "agentHarnessAttribution": "inferred-by-comparator-crosscheck", "reasoningEffort": null, "effortNote": "MiMo 系列无 reasoning_effort 参数,模型卡未设 effort 档;模型卡推荐采样 temperature=1.0 / top_p=0.95", "temperature": 1.0, "topP": 0.95, "contextWindowTokens": 1000000 }, "source": "https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Flash-RL", "checkedAt": "2026-09-22", "note": "官方模型卡同表 Flash 行 67.9。同型矛盾口径:官方发布页记 RL 曲线 48.8→65.7、第三方读面板终点 65.68,均未采用(理由见 Pro 条)。这是 mimo-v2.6-flash 在本项目七张榜上的第一个分数——此前它 11 个采用点因无分数不进任何能力图。官方榜无 MiMo 行。" } }, { "configuration_id": "deepswe_1_1:8fa241178a2088a2", "board": "deepswe_1_1", "model": "mimo-v2.5-pro", "variant": "mini-swe-agent - mimo-v2-5-pro [vendor self-report]", "score_is_estimated": null, "score_is_self_reported": true, "agent_harness": "mini-swe-agent", "reasoning_effort": null, "service_mode": null, "score": 19.0, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Flash-RL", "checked_at": "2026-09-22", "archive": "scores-deepswe-mimo-v26-grok47-selfreport-2026-09-22.json", "raw_record": { "boardId": "deepswe_1_1", "model": "mimo-v2.5-pro", "variantLabel": "mini-swe-agent - mimo-v2-5-pro", "score": 19.0, "secondary": { "selfReported": true, "reportedBy": "Xiaomi", "agentHarness": "mini-swe-agent", "agentHarnessAttribution": "inferred-by-comparator-crosscheck", "reasoningEffort": null, "effortNote": "MiMo 系列无 reasoning_effort 参数,模型卡未设 effort 档", "temperature": 1.0, "topP": 0.95 }, "source": "https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Flash-RL", "checkedAt": "2026-09-22", "note": "同表 MiMo-V2.5 Pro 列 19.0。注意这是厂商在展示新版提升时给出的上一代基准值,方向性偏低的动机存在,读者应按厂商自报折价;与该模型已有的官方榜读数(AA 智力 25.9869、Code Arena 1475、Agent Arena -3.57)量级不矛盾。小米未给 mimo-v2.5(非 Pro)的 DeepSWE 数字,故不补。" } }, { "configuration_id": "deepswe_1_1:1d433900eaa0bee0", "board": "deepswe_1_1", "model": "grok-4.7", "variant": "mini-swe-agent - grok-4-7 (high) [vendor self-report]", "score_is_estimated": null, "score_is_self_reported": true, "agent_harness": "mini-swe-agent", "reasoning_effort": "high", "service_mode": null, "score": 71.0, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://x.ai/news/grok-4-7", "checked_at": "2026-09-22", "archive": "scores-deepswe-mimo-v26-grok47-selfreport-2026-09-22.json", "raw_record": { "boardId": "deepswe_1_1", "model": "grok-4.7", "variantLabel": "mini-swe-agent - grok-4-7 (high)", "score": 71.0, "secondary": { "selfReported": true, "reportedBy": "xAI", "agentHarness": "mini-swe-agent", "agentHarnessAttribution": "inferred-by-comparator-crosscheck", "reasoningEffort": "high", "effortNote": "发布页基准表整列为 xHigh,DeepSWE 行带星号单独注明 high effort,故本行 effort 为 high 而非 xhigh" }, "source": "https://x.ai/news/grok-4-7", "checkedAt": "2026-09-22", "note": "xAI 发布页(2026-09-21)基准表 DeepSWE v1.1 行 71.0%*,星注 high effort。同表 Grok 4.6 High 65.2 与官方榜 mini-swe-agent - grok-4-6 (high) 65.188 差 0.012,据此判定同 harness 同口径。官方榜无 grok-4.7 行,该模型此前在 DeepSWE 榜缺位。同表 Terminal-Bench 4.0 自报 38.0% 不采用——该榜已有官方行 Grok Build - Grok 4.7 (xhigh) 37.6%,官方读数优先于厂商自报;同表 Grok 4.6 TB4 20.3 与官方榜 Grok Build - Grok 4.6 (high) 20.3 完全一致,进一步佐证两表同源。" } }, { "configuration_id": "aa_intelligence_index:4748ef5e83f540ec", "board": "aa_intelligence_index", "model": "claude-opus-5.5", "variant": "Claude Opus 5.5 (max with fallback)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "max", "service_mode": null, "score": 57.6224, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "claude-opus-5.5", "boardId": "aa_intelligence_index", "variantLabel": "Claude Opus 5.5 (max with fallback)", "score": 57.6224, "secondary": { "configurationRank": 1, "costPerTaskUsd": 5.982, "scoreRoundedDisplay": 58, "intelligenceIndexIsEstimated": false, "slug": "claude-opus-5-5", "shortName": "Claude Opus 5.5 (max with fallback)", "isReasoning": 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0.550925925925926, "hle": 0.421223354958295 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:59269287bc1e95d8", "board": "aa_intelligence_index", "model": "gemini-3.7-flash", "variant": "Gemini 3.7 Flash (medium) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "medium", "service_mode": null, "score": 39.6178, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gemini-3.7-flash", "boardId": "aa_intelligence_index", "variantLabel": "Gemini 3.7 Flash (medium)", "score": 39.6178, "secondary": { "configurationRank": 59, "costPerTaskUsd": null, "scoreRoundedDisplay": 40, "intelligenceIndexIsEstimated": true, "slug": 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as fully measured." } }, { "configuration_id": "aa_intelligence_index:e551b2b658c831ff", "board": "aa_intelligence_index", "model": "deepseek-v4-pro", "variant": "DeepSeek V4 Pro 0813 (max)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "max", "service_mode": null, "score": 35.9968, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "deepseek-v4-pro", "boardId": "aa_intelligence_index", "variantLabel": "DeepSeek V4 Pro 0813 (max)", "score": 35.9968, "secondary": { "configurationRank": 75, "costPerTaskUsd": 0.674, "scoreRoundedDisplay": 36, "intelligenceIndexIsEstimated": false, "slug": "deepseek-v4-pro", "shortName": "DeepSeek V4 Pro 0813 (max)", "isReasoning": true, "deprecated": false, "modelCreatorName": 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"aa_intelligence_index", "model": "gpt-6-luna", "variant": "GPT-6 Luna (high)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "high", "service_mode": null, "score": 32.1482, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-6-luna", "boardId": "aa_intelligence_index", "variantLabel": "GPT-6 Luna (high)", "score": 32.1482, "secondary": { "configurationRank": 98, "costPerTaskUsd": 0.0291, "scoreRoundedDisplay": 32, "intelligenceIndexIsEstimated": false, "slug": "gpt-6-luna-high", "shortName": "GPT-6 Luna (high)", "isReasoning": true, "deprecated": false, "modelCreatorName": "OpenAI", "effort": "high", "terminalBench40": 0.0454545454545455, "scicode": 0.503472222222222, "hle": 0.329471733086191 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:384978b43afdd8f4", "board": "aa_intelligence_index", "model": "gpt-5.6-luna", "variant": "GPT-5.6 Luna (high)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "high", "service_mode": null, "score": 32.1196, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-5.6-luna", "boardId": "aa_intelligence_index", "variantLabel": "GPT-5.6 Luna (high)", "score": 32.1196, "secondary": { "configurationRank": 99, "costPerTaskUsd": 0.044, "scoreRoundedDisplay": 32, "intelligenceIndexIsEstimated": false, "slug": "gpt-5-6-luna-high", "shortName": "GPT-5.6 Luna (high)", "isReasoning": true, "deprecated": true, "modelCreatorName": "OpenAI", "effort": "high", "terminalBench40": 0.0252525252525253, "scicode": 0.516203703703704, "hle": 0.334105653382762 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:c089bab844997713", "board": "aa_intelligence_index", "model": "claude-sonnet-5", "variant": "Claude Sonnet 5 (high)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "high", "service_mode": null, "score": 31.6623, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "claude-sonnet-5", "boardId": "aa_intelligence_index", "variantLabel": "Claude Sonnet 5 (high)", "score": 31.6623, "secondary": { "configurationRank": 101, "costPerTaskUsd": 1.7925, "scoreRoundedDisplay": 32, "intelligenceIndexIsEstimated": false, "slug": "claude-sonnet-5-high", "shortName": "Claude Sonnet 5 (high)", "isReasoning": true, "deprecated": true, "modelCreatorName": "Anthropic", "effort": "high", "terminalBench40": 0.0505050505050505, "scicode": 0.542824074074074, "hle": 0.357275254865616 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:c3e9b37ac894d3d3", "board": "aa_intelligence_index", "model": "gpt-5.5", "variant": "GPT-5.5 (low) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "low", "service_mode": null, "score": 30.7095, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-5.5", "boardId": "aa_intelligence_index", "variantLabel": "GPT-5.5 (low)", "score": 30.7095, "secondary": { "configurationRank": 104, "costPerTaskUsd": null, "scoreRoundedDisplay": 31, "intelligenceIndexIsEstimated": true, "slug": "gpt-5-5-low", "shortName": "GPT-5.5 (low)", "isReasoning": true, "deprecated": true, "modelCreatorName": "OpenAI", "effort": "low", "terminalBench40": null, "scicode": null, "hle": 0.326691380908248 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:99ded62ad6efb9a5", "board": "aa_intelligence_index", "model": "deepseek-v4-pro", "variant": "DeepSeek V4 Pro (max)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "max", "service_mode": null, "score": 30.4497, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "deepseek-v4-pro", "boardId": "aa_intelligence_index", "variantLabel": "DeepSeek V4 Pro (max)", "score": 30.4497, "secondary": { "configurationRank": 106, "costPerTaskUsd": 0.1215, "scoreRoundedDisplay": 30, "intelligenceIndexIsEstimated": false, "slug": "deepseek-v4-pro-0424", "shortName": "DeepSeek V4 Pro (max)", "isReasoning": true, "deprecated": true, "modelCreatorName": "DeepSeek", "effort": "max", "terminalBench40": 0.146464646464646, "scicode": 0.508101851851852, "hle": 0.375347544022243 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:1635385ef12eb561", "board": "aa_intelligence_index", "model": "deepseek-v4-pro", "variant": "DeepSeek V4 Pro (high) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "high", "service_mode": null, "score": 30.1055, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "deepseek-v4-pro", "boardId": "aa_intelligence_index", "variantLabel": "DeepSeek V4 Pro (high)", "score": 30.1055, "secondary": { "configurationRank": 108, "costPerTaskUsd": null, "scoreRoundedDisplay": 30, "intelligenceIndexIsEstimated": true, "slug": "deepseek-v4-pro-0424-high", "shortName": "DeepSeek V4 Pro (high)", "isReasoning": true, "deprecated": true, "modelCreatorName": "DeepSeek", "effort": "high", "terminalBench40": null, "scicode": null, "hle": 0.352177942539388 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:32f3726769b48fd3", "board": "aa_intelligence_index", "model": "gpt-5.6-terra", "variant": "GPT-5.6 Terra (medium)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "medium", "service_mode": null, "score": 30.0938, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-5.6-terra", "boardId": "aa_intelligence_index", "variantLabel": "GPT-5.6 Terra (medium)", "score": 30.0938, "secondary": { "configurationRank": 109, "costPerTaskUsd": 0.1834, "scoreRoundedDisplay": 30, "intelligenceIndexIsEstimated": false, "slug": "gpt-5-6-terra-medium", "shortName": "GPT-5.6 Terra (medium)", "isReasoning": true, "deprecated": false, "modelCreatorName": "OpenAI", "effort": "medium", "terminalBench40": 0.0101010101010101, "scicode": 0.50462962962963, "hle": 0.332715477293791 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:50501b171b1855d0", "board": "aa_intelligence_index", "model": "kimi-k3", "variant": "Kimi K3 (low)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "low", "service_mode": null, "score": 30.0667, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "kimi-k3", "boardId": "aa_intelligence_index", "variantLabel": "Kimi K3 (low)", "score": 30.0667, "secondary": { "configurationRank": 110, "costPerTaskUsd": 1.1463, "scoreRoundedDisplay": 30, "intelligenceIndexIsEstimated": false, "slug": "kimi-k3-low", "shortName": "Kimi K3 (low)", "isReasoning": true, "deprecated": false, "modelCreatorName": "Kimi", "effort": "low", "terminalBench40": 0.126262626262626, "scicode": 0.52662037037037, "hle": 0.249768303985171 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:cc1fed45bce203af", "board": "aa_intelligence_index", "model": "gemini-3.1-pro", "variant": "Gemini 3.1 Pro Preview", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 29.7186, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gemini-3.1-pro", "boardId": "aa_intelligence_index", "variantLabel": "Gemini 3.1 Pro Preview", "score": 29.7186, "secondary": { "configurationRank": 112, "costPerTaskUsd": 0.6747, "scoreRoundedDisplay": 30, "intelligenceIndexIsEstimated": false, "slug": "gemini-3-1-pro-preview", "shortName": "Gemini 3.1 Pro Preview", "isReasoning": true, "deprecated": false, "modelCreatorName": "Google", "effort": null, "terminalBench40": 0.0404040404040404, "scicode": 0.586805555555556, "hle": 0.470342910101946 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:51051c5b6fc81a75", "board": "aa_intelligence_index", "model": "gpt-6-luna", "variant": "GPT-6 Luna (medium)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "medium", "service_mode": null, "score": 29.462, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-6-luna", "boardId": "aa_intelligence_index", "variantLabel": "GPT-6 Luna (medium)", "score": 29.462, "secondary": { "configurationRank": 113, "costPerTaskUsd": 0.0176, "scoreRoundedDisplay": 29, "intelligenceIndexIsEstimated": false, "slug": "gpt-6-luna-medium", "shortName": "GPT-6 Luna (medium)", "isReasoning": true, "deprecated": false, "modelCreatorName": "OpenAI", "effort": "medium", "terminalBench40": 0.0252525252525253, "scicode": 0.509259259259259, "hle": 0.282669138090825 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:b3246639fa93a057", "board": "aa_intelligence_index", "model": "qwen3.7-max", "variant": "Qwen3.7 Max", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "max", "service_mode": null, "score": 29.4572, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "qwen3.7-max", "boardId": "aa_intelligence_index", "variantLabel": "Qwen3.7 Max", "score": 29.4572, "secondary": { "configurationRank": 114, "costPerTaskUsd": 1.1473, "scoreRoundedDisplay": 29, "intelligenceIndexIsEstimated": false, "slug": "qwen3-7-max", "shortName": "Qwen3.7 Max", "isReasoning": true, "deprecated": true, "modelCreatorName": "Alibaba", "effort": "max", "terminalBench40": 0.0151515151515152, "scicode": 0.49537037037037, "hle": 0.405004633920297 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:179c62d659734cb1", "board": "aa_intelligence_index", "model": "minimax-m3", "variant": "MiniMax-M3", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 29.2203, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "minimax-m3", "boardId": "aa_intelligence_index", "variantLabel": "MiniMax-M3", "score": 29.2203, "secondary": { "configurationRank": 115, "costPerTaskUsd": 0.5076, "scoreRoundedDisplay": 29, "intelligenceIndexIsEstimated": false, "slug": "minimax-m3", "shortName": "MiniMax-M3", "isReasoning": true, "deprecated": false, "modelCreatorName": "MiniMax", "effort": null, "terminalBench40": 0.0202020202020202, "scicode": 0.471064814814815, "hle": 0.389712696941613 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:3a58445ae77253e4", "board": "aa_intelligence_index", "model": "qwen3.6-max-preview", "variant": "Qwen3.6 Max Preview [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "max", "service_mode": null, "score": 28.3749, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "qwen3.6-max-preview", "boardId": "aa_intelligence_index", "variantLabel": "Qwen3.6 Max Preview", "score": 28.3749, "secondary": { "configurationRank": 119, "costPerTaskUsd": null, "scoreRoundedDisplay": 28, "intelligenceIndexIsEstimated": true, "slug": "qwen3-6-max", "shortName": "Qwen3.6 Max Preview", "isReasoning": true, "deprecated": true, "modelCreatorName": "Alibaba", "effort": "max", "terminalBench40": null, "scicode": null, "hle": 0.308155699721965 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:15f1554828f5b0dc", "board": "aa_intelligence_index", "model": "gpt-5.6-sol", "variant": "GPT-5.6 Sol (non-reasoning) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 28.328, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-5.6-sol", "boardId": "aa_intelligence_index", "variantLabel": "GPT-5.6 Sol (non-reasoning)", "score": 28.328, "secondary": { "configurationRank": 120, "costPerTaskUsd": null, "scoreRoundedDisplay": 28, "intelligenceIndexIsEstimated": true, "slug": "gpt-5-6-sol-non-reasoning", "shortName": "GPT-5.6 Sol (non-reasoning)", "isReasoning": false, "deprecated": true, "modelCreatorName": "OpenAI", "effort": "non-reasoning", "terminalBench40": null, "scicode": 0.476851851851852, "hle": 0.166821130676552 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:49ed8f07e3584753", "board": "aa_intelligence_index", "model": "gpt-6-sol", "variant": "GPT-6 Sol (non-reasoning)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 28.0922, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-6-sol", "boardId": "aa_intelligence_index", "variantLabel": "GPT-6 Sol (non-reasoning)", "score": 28.0922, "secondary": { "configurationRank": 123, "costPerTaskUsd": 0.3334, "scoreRoundedDisplay": 28, "intelligenceIndexIsEstimated": false, "slug": "gpt-6-sol-non-reasoning", "shortName": "GPT-6 Sol (non-reasoning)", "isReasoning": false, "deprecated": false, "modelCreatorName": "OpenAI", "effort": "non-reasoning", "terminalBench40": 0.131313131313131, "scicode": 0.47337962962963, "hle": 0.183966635773865 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:2b12f7c3563de350", "board": "aa_intelligence_index", "model": "claude-sonnet-5", "variant": "Claude Sonnet 5 (medium)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "medium", "service_mode": null, "score": 28.0531, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "claude-sonnet-5", "boardId": "aa_intelligence_index", "variantLabel": "Claude Sonnet 5 (medium)", "score": 28.0531, "secondary": { "configurationRank": 124, "costPerTaskUsd": 0.9991, "scoreRoundedDisplay": 28, "intelligenceIndexIsEstimated": false, "slug": "claude-sonnet-5-medium", "shortName": "Claude Sonnet 5 (medium)", "isReasoning": true, "deprecated": true, "modelCreatorName": "Anthropic", "effort": "medium", "terminalBench40": 0.0202020202020202, "scicode": 0.516203703703704, "hle": 0.299814643188137 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:b5ff5400e6b8641a", "board": "aa_intelligence_index", "model": "glm-5", "variant": "GLM-5 [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 27.9112, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "glm-5", "boardId": "aa_intelligence_index", "variantLabel": "GLM-5", "score": 27.9112, "secondary": { "configurationRank": 126, "costPerTaskUsd": null, "scoreRoundedDisplay": 28, "intelligenceIndexIsEstimated": true, "slug": "glm-5", "shortName": "GLM-5", "isReasoning": true, "deprecated": true, "modelCreatorName": "Z AI", "effort": null, "terminalBench40": null, "scicode": null, "hle": 0.292863762743281 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:386e5826aefad337", "board": "aa_intelligence_index", "model": "qwen3.8-27b", "variant": "Qwen3.8 27B (medium)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "medium", "service_mode": null, "score": 27.5508, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "qwen3.8-27b", "boardId": "aa_intelligence_index", "variantLabel": "Qwen3.8 27B (medium)", "score": 27.5508, "secondary": { "configurationRank": 128, "costPerTaskUsd": 1.1331, "scoreRoundedDisplay": 28, "intelligenceIndexIsEstimated": false, "slug": "qwen3-8-27b-medium", "shortName": "Qwen3.8 27B (medium)", "isReasoning": true, "deprecated": false, "modelCreatorName": "Alibaba", "effort": "medium", "terminalBench40": 0.0505050505050505, "scicode": 0.390046296296296, "hle": 0.140871177015755 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:fcef5db6f44a9168", "board": "aa_intelligence_index", "model": "gpt-5.6-terra", "variant": "GPT-5.6 Terra (low)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "low", "service_mode": null, "score": 27.4962, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-5.6-terra", "boardId": "aa_intelligence_index", "variantLabel": "GPT-5.6 Terra (low)", "score": 27.4962, "secondary": { "configurationRank": 129, "costPerTaskUsd": 0.1445, "scoreRoundedDisplay": 27, "intelligenceIndexIsEstimated": false, "slug": "gpt-5-6-terra-low", "shortName": "GPT-5.6 Terra (low)", "isReasoning": true, "deprecated": false, "modelCreatorName": "OpenAI", "effort": "low", "terminalBench40": 0.0151515151515152, "scicode": 0.498842592592593, "hle": 0.291936978683967 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:238aba7e1b811926", "board": "aa_intelligence_index", "model": "qwen3.6-plus", "variant": "Qwen3.6 Plus [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 27.0099, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "qwen3.6-plus", "boardId": "aa_intelligence_index", "variantLabel": "Qwen3.6 Plus", "score": 27.0099, "secondary": { "configurationRank": 132, "costPerTaskUsd": null, "scoreRoundedDisplay": 27, "intelligenceIndexIsEstimated": true, "slug": "qwen3-6-plus", "shortName": "Qwen3.6 Plus", "isReasoning": true, "deprecated": true, "modelCreatorName": "Alibaba", "effort": null, "terminalBench40": null, "scicode": null, "hle": 0.278498609823911 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:97c970284455bffa", "board": "aa_intelligence_index", "model": "kimi-k2.6", "variant": "Kimi K2.6", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 26.9792, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "kimi-k2.6", "boardId": "aa_intelligence_index", "variantLabel": "Kimi K2.6", "score": 26.9792, "secondary": { "configurationRank": 133, "costPerTaskUsd": 0.7998, "scoreRoundedDisplay": 27, "intelligenceIndexIsEstimated": false, "slug": "kimi-k2-6", "shortName": "Kimi K2.6", "isReasoning": true, "deprecated": true, "modelCreatorName": "Kimi", "effort": null, "terminalBench40": 0.00505050505050505, "scicode": 0.515046296296296, "hle": 0.374884151992586 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:d136741f62069cb1", "board": "aa_intelligence_index", "model": "qwen3.8-27b", "variant": "Qwen3.8 27B (low)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "low", "service_mode": null, "score": 26.2048, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "qwen3.8-27b", "boardId": "aa_intelligence_index", "variantLabel": "Qwen3.8 27B (low)", "score": 26.2048, "secondary": { "configurationRank": 140, "costPerTaskUsd": 1.0482, "scoreRoundedDisplay": 26, "intelligenceIndexIsEstimated": false, "slug": "qwen3-8-27b-low", "shortName": "Qwen3.8 27B (low)", "isReasoning": true, "deprecated": false, "modelCreatorName": "Alibaba", "effort": "low", "terminalBench40": 0.0252525252525253, "scicode": 0.400462962962963, "hle": 0.140407784986098 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:f45138a64ed521bd", "board": "aa_intelligence_index", "model": "glm-5.1", "variant": "GLM-5.1", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 26.0586, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "glm-5.1", "boardId": "aa_intelligence_index", "variantLabel": "GLM-5.1", "score": 26.0586, "secondary": { "configurationRank": 141, "costPerTaskUsd": 1.0193, "scoreRoundedDisplay": 26, "intelligenceIndexIsEstimated": false, "slug": "glm-5-1", "shortName": "GLM-5.1", "isReasoning": true, "deprecated": true, "modelCreatorName": "Z AI", "effort": null, "terminalBench40": 0.0202020202020202, "scicode": 0.447916666666667, "hle": 0.300741427247451 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:c0536a98a4f2e51d", "board": "aa_intelligence_index", "model": "mimo-v2.5-pro", "variant": "MiMo-V2.5-Pro", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 25.9869, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "mimo-v2.5-pro", "boardId": "aa_intelligence_index", "variantLabel": "MiMo-V2.5-Pro", "score": 25.9869, "secondary": { "configurationRank": 143, "costPerTaskUsd": 0.0541, "scoreRoundedDisplay": 26, "intelligenceIndexIsEstimated": false, "slug": "mimo-v2-5-pro", "shortName": "MiMo-V2.5-Pro", "isReasoning": true, "deprecated": true, "modelCreatorName": "Xiaomi", "effort": null, "terminalBench40": 0, "scicode": 0.505787037037037, "hle": 0.356811862835959 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:b0c9eb24f253523d", "board": "aa_intelligence_index", "model": "kimi-k2.7-code", "variant": "Kimi K2.7 Code", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 25.8121, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "kimi-k2.7-code", "boardId": "aa_intelligence_index", "variantLabel": "Kimi K2.7 Code", "score": 25.8121, "secondary": { "configurationRank": 144, "costPerTaskUsd": 0.5412, "scoreRoundedDisplay": 26, "intelligenceIndexIsEstimated": false, "slug": "kimi-k2-7-code", "shortName": "Kimi K2.7 Code", "isReasoning": true, "deprecated": false, "modelCreatorName": "Kimi", "effort": null, "terminalBench40": 0.0101010101010101, "scicode": 0.478009259259259, "hle": 0.35032437442076 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:2ecad05994d7b1af", "board": "aa_intelligence_index", "model": "inkling-small", "variant": "Inkling Small", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 25.6583, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "inkling-small", "boardId": "aa_intelligence_index", "variantLabel": "Inkling Small", "score": 25.6583, "secondary": { "configurationRank": 145, "costPerTaskUsd": 0.0895, "scoreRoundedDisplay": 26, "intelligenceIndexIsEstimated": false, "slug": "inkling-small", "shortName": "Inkling Small", "isReasoning": true, "deprecated": false, "modelCreatorName": "Thinking Machines", "effort": null, "terminalBench40": 0.0101010101010101, "scicode": 0.496527777777778, "hle": 0.333178869323448 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:131d42e954c0324c", "board": "aa_intelligence_index", "model": "hy3", "variant": "Hy3", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 25.2973, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "hy3", "boardId": "aa_intelligence_index", "variantLabel": "Hy3", "score": 25.2973, "secondary": { "configurationRank": 148, "costPerTaskUsd": 0.0718, "scoreRoundedDisplay": 25, "intelligenceIndexIsEstimated": false, "slug": "hy3", "shortName": "Hy3", "isReasoning": true, "deprecated": false, "modelCreatorName": "Tencent", "effort": null, "terminalBench40": 0.00505050505050505, "scicode": 0.486111111111111, "hle": 0.334569045412419 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:4f0191d02e894561", "board": "aa_intelligence_index", "model": "mimo-v2.5", "variant": "MiMo-V2.5 [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 25.1743, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "mimo-v2.5", "boardId": "aa_intelligence_index", "variantLabel": "MiMo-V2.5", "score": 25.1743, "secondary": { "configurationRank": 150, "costPerTaskUsd": null, "scoreRoundedDisplay": 25, "intelligenceIndexIsEstimated": true, "slug": "mimo-v2-5-0424", "shortName": "MiMo-V2.5", "isReasoning": true, "deprecated": true, "modelCreatorName": "Xiaomi", "effort": null, "terminalBench40": 0, "scicode": 0.438657407407407, "hle": 0.272011121408712 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:2e94df38c6b223ca", "board": "aa_intelligence_index", "model": "qwen3.7-plus", "variant": "Qwen3.7 Plus", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 25.1622, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "qwen3.7-plus", "boardId": "aa_intelligence_index", "variantLabel": "Qwen3.7 Plus", "score": 25.1622, "secondary": { "configurationRank": 151, "costPerTaskUsd": 0.217, "scoreRoundedDisplay": 25, "intelligenceIndexIsEstimated": false, "slug": "qwen3-7-plus", "shortName": "Qwen3.7 Plus", "isReasoning": true, "deprecated": false, "modelCreatorName": "Alibaba", "effort": null, "terminalBench40": 0.0101010101010101, "scicode": 0.460648148148148, "hle": 0.356348470806302 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:60904975d230578f", "board": "aa_intelligence_index", "model": "gpt-5.6-luna", "variant": "GPT-5.6 Luna (medium)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "medium", "service_mode": null, "score": 25.0359, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-5.6-luna", "boardId": "aa_intelligence_index", "variantLabel": "GPT-5.6 Luna (medium)", "score": 25.0359, "secondary": { "configurationRank": 153, "costPerTaskUsd": 0.0156, "scoreRoundedDisplay": 25, "intelligenceIndexIsEstimated": false, "slug": "gpt-5-6-luna-medium", "shortName": "GPT-5.6 Luna (medium)", "isReasoning": true, "deprecated": true, "modelCreatorName": "OpenAI", "effort": "medium", "terminalBench40": 0.00505050505050505, "scicode": 0.467592592592593, "hle": 0.257645968489342 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:ae97bbe112769bcd", "board": "aa_intelligence_index", "model": "inkling", "variant": "Inkling (xhigh)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "xhigh", "service_mode": null, "score": 24.9848, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "inkling", "boardId": "aa_intelligence_index", "variantLabel": "Inkling (xhigh)", "score": 24.9848, "secondary": { "configurationRank": 154, "costPerTaskUsd": null, "scoreRoundedDisplay": 25, "intelligenceIndexIsEstimated": false, "slug": "inkling", "shortName": "Inkling (xhigh)", "isReasoning": true, "deprecated": false, "modelCreatorName": "Thinking Machines", "effort": "xhigh", "terminalBench40": 0.0101010101010101, "scicode": 0.469907407407407, "hle": 0.318813716404078 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:d81376edf86feffa", "board": "aa_intelligence_index", "model": "deepseek-v4.1-flash", "variant": "DeepSeek V4.1 Flash (non-reasoning)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 24.6734, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "deepseek-v4.1-flash", "boardId": "aa_intelligence_index", "variantLabel": "DeepSeek V4.1 Flash (non-reasoning)", "score": 24.6734, "secondary": { "configurationRank": 161, "costPerTaskUsd": 0.1467, "scoreRoundedDisplay": 25, "intelligenceIndexIsEstimated": false, "slug": "deepseek-v4-1-flash-non-reasoning", "shortName": "DeepSeek V4.1 Flash (non-reasoning)", "isReasoning": false, "deprecated": false, "modelCreatorName": "DeepSeek", "effort": "non-reasoning", "terminalBench40": 0.0555555555555556, "scicode": 0.355324074074074, "hle": 0.107970342910102 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:7cb5e674535a254b", "board": "aa_intelligence_index", "model": "deepseek-v4-flash", "variant": "DeepSeek V4 Flash (high)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "high", "service_mode": null, "score": 24.384, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "deepseek-v4-flash", "boardId": "aa_intelligence_index", "variantLabel": "DeepSeek V4 Flash (high)", "score": 24.384, "secondary": { "configurationRank": 163, "costPerTaskUsd": 0.1271, "scoreRoundedDisplay": 24, "intelligenceIndexIsEstimated": false, "slug": "deepseek-v4-flash-0420-high", "shortName": "DeepSeek V4 Flash (high)", "isReasoning": true, "deprecated": true, "modelCreatorName": "DeepSeek", "effort": "high", "terminalBench40": 0.0303030303030303, "scicode": 0.40162037037037, "hle": 0.30259499536608 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:b99819b727eb71df", "board": "aa_intelligence_index", "model": "claude-sonnet-5", "variant": "Claude Sonnet 5 (low)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "low", "service_mode": null, "score": 24.2638, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "claude-sonnet-5", "boardId": "aa_intelligence_index", "variantLabel": "Claude Sonnet 5 (low)", "score": 24.2638, "secondary": { "configurationRank": 165, "costPerTaskUsd": 0.5088, "scoreRoundedDisplay": 24, "intelligenceIndexIsEstimated": false, "slug": "claude-sonnet-5-low", "shortName": "Claude Sonnet 5 (low)", "isReasoning": true, "deprecated": true, "modelCreatorName": "Anthropic", "effort": "low", "terminalBench40": 0.0252525252525253, "scicode": 0.501157407407407, "hle": 0.219184430027804 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:18011484156b18b6", "board": "aa_intelligence_index", "model": "glm-5.1", "variant": "GLM-5.1 (non-reasoning) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 24.2412, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "glm-5.1", "boardId": "aa_intelligence_index", "variantLabel": "GLM-5.1 (non-reasoning)", "score": 24.2412, "secondary": { "configurationRank": 166, "costPerTaskUsd": null, "scoreRoundedDisplay": 24, "intelligenceIndexIsEstimated": true, "slug": "glm-5-1-non-reasoning", "shortName": "GLM-5.1 (non-reasoning)", "isReasoning": false, "deprecated": true, "modelCreatorName": "Z AI", "effort": "non-reasoning", "terminalBench40": null, "scicode": null, "hle": 0.279425393883225 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:db4df116f5cc1c83", "board": "aa_intelligence_index", "model": "deepseek-v4-flash", "variant": "DeepSeek V4 Flash (max)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "max", "service_mode": null, "score": 24.1673, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "deepseek-v4-flash", "boardId": "aa_intelligence_index", "variantLabel": "DeepSeek V4 Flash (max)", "score": 24.1673, "secondary": { "configurationRank": 167, "costPerTaskUsd": 0.1075, "scoreRoundedDisplay": 24, "intelligenceIndexIsEstimated": false, "slug": "deepseek-v4-flash-0420", "shortName": "DeepSeek V4 Flash (max)", "isReasoning": true, "deprecated": true, "modelCreatorName": "DeepSeek", "effort": "max", "terminalBench40": 0.0252525252525253, "scicode": 0.452546296296296, "hle": 0.348470806302132 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:be58b1c3ec11fb7d", "board": "aa_intelligence_index", "model": "kimi-k2.6", "variant": "Kimi K2.6 (non-reasoning) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 23.5696, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "kimi-k2.6", "boardId": "aa_intelligence_index", "variantLabel": "Kimi K2.6 (non-reasoning)", "score": 23.5696, "secondary": { "configurationRank": 174, "costPerTaskUsd": null, "scoreRoundedDisplay": 24, "intelligenceIndexIsEstimated": true, "slug": "kimi-k2-6-non-reasoning", "shortName": "Kimi K2.6 (non-reasoning)", "isReasoning": false, "deprecated": true, "modelCreatorName": "Kimi", "effort": "non-reasoning", "terminalBench40": null, "scicode": null, "hle": 0.195551436515292 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:589e83427c9b8ab7", "board": "aa_intelligence_index", "model": "kimi-k2.5", "variant": "Kimi K2.5 [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 23.4585, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "kimi-k2.5", "boardId": "aa_intelligence_index", "variantLabel": "Kimi K2.5", "score": 23.4585, "secondary": { "configurationRank": 176, "costPerTaskUsd": null, "scoreRoundedDisplay": 23, "intelligenceIndexIsEstimated": true, "slug": "kimi-k2-5", "shortName": "Kimi K2.5", "isReasoning": true, "deprecated": true, "modelCreatorName": "Kimi", "effort": null, "terminalBench40": null, "scicode": null, "hle": 0.307228915662651 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:e35c69aedd168116", "board": "aa_intelligence_index", "model": "claude-sonnet-5", "variant": "Claude Sonnet 5 (non-reasoning) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 23.2, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "claude-sonnet-5", "boardId": "aa_intelligence_index", "variantLabel": "Claude Sonnet 5 (non-reasoning)", "score": 23.2, "secondary": { "configurationRank": 178, "costPerTaskUsd": null, "scoreRoundedDisplay": 23, "intelligenceIndexIsEstimated": true, "slug": "claude-sonnet-5-non-reasoning", "shortName": "Claude Sonnet 5 (non-reasoning)", "isReasoning": false, "deprecated": true, "modelCreatorName": "Anthropic", "effort": "non-reasoning", "terminalBench40": null, "scicode": null, "hle": 0.190454124189064 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:e75792c6ebb8bb80", "board": "aa_intelligence_index", "model": "gpt-5.5", "variant": "GPT-5.5 (non-reasoning) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 23.1674, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-5.5", "boardId": "aa_intelligence_index", "variantLabel": "GPT-5.5 (non-reasoning)", "score": 23.1674, "secondary": { "configurationRank": 179, "costPerTaskUsd": null, "scoreRoundedDisplay": 23, "intelligenceIndexIsEstimated": true, "slug": "gpt-5-5-non-reasoning", "shortName": "GPT-5.5 (non-reasoning)", "isReasoning": false, "deprecated": true, "modelCreatorName": "OpenAI", "effort": "non-reasoning", "terminalBench40": null, "scicode": null, "hle": 0.137164040778499 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:5cd72513bff7d4b7", "board": "aa_intelligence_index", "model": "nemotron-3-ultra", "variant": "Nemotron 3 Ultra", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 22.9279, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "nemotron-3-ultra", "boardId": "aa_intelligence_index", "variantLabel": "Nemotron 3 Ultra", "score": 22.9279, "secondary": { "configurationRank": 181, "costPerTaskUsd": 0.5976, "scoreRoundedDisplay": 23, "intelligenceIndexIsEstimated": false, "slug": "nvidia-nemotron-3-ultra-550b-a55b", "shortName": "Nemotron 3 Ultra", "isReasoning": true, "deprecated": false, "modelCreatorName": "NVIDIA", "effort": null, "terminalBench40": 0.00505050505050505, "scicode": 0.402777777777778, "hle": 0.284059314179796 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:ae390fdc5fe89d6c", "board": "aa_intelligence_index", "model": "minimax-m2.5", "variant": "MiniMax-M2.5 [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 22.7966, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "minimax-m2.5", "boardId": "aa_intelligence_index", "variantLabel": "MiniMax-M2.5", "score": 22.7966, "secondary": { "configurationRank": 185, "costPerTaskUsd": null, "scoreRoundedDisplay": 23, "intelligenceIndexIsEstimated": true, "slug": "minimax-m2-5", "shortName": "MiniMax-M2.5", "isReasoning": true, "deprecated": true, "modelCreatorName": "MiniMax", "effort": null, "terminalBench40": null, "scicode": null, "hle": 0.205282669138091 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:58eba7a1df2c56c5", "board": "aa_intelligence_index", "model": "minimax-m2.7", "variant": "MiniMax-M2.7", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 22.7578, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "minimax-m2.7", "boardId": "aa_intelligence_index", "variantLabel": "MiniMax-M2.7", "score": 22.7578, "secondary": { "configurationRank": 186, "costPerTaskUsd": null, "scoreRoundedDisplay": 23, "intelligenceIndexIsEstimated": false, "slug": "minimax-m2-7", "shortName": "MiniMax-M2.7", "isReasoning": true, "deprecated": true, "modelCreatorName": "MiniMax", "effort": null, "terminalBench40": 0, "scicode": 0.501157407407407, "hle": 0.29610750695088 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:bf6c2c604a56c9d0", "board": "aa_intelligence_index", "model": "glm-5.2", "variant": "GLM-5.2 (non-reasoning) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 22.4323, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "glm-5.2", "boardId": "aa_intelligence_index", "variantLabel": "GLM-5.2 (non-reasoning)", "score": 22.4323, "secondary": { "configurationRank": 193, "costPerTaskUsd": null, "scoreRoundedDisplay": 22, "intelligenceIndexIsEstimated": true, "slug": "glm-5-2-non-reasoning", "shortName": "GLM-5.2 (non-reasoning)", "isReasoning": false, "deprecated": true, "modelCreatorName": "Z AI", "effort": "non-reasoning", "terminalBench40": null, "scicode": null, "hle": 0.097775718257646 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:81bcbed3fd5a66b9", "board": "aa_intelligence_index", "model": "glm-5", "variant": "GLM-5 (non-reasoning) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 21.7826, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "glm-5", "boardId": "aa_intelligence_index", "variantLabel": "GLM-5 (non-reasoning)", "score": 21.7826, "secondary": { "configurationRank": 200, "costPerTaskUsd": null, "scoreRoundedDisplay": 22, "intelligenceIndexIsEstimated": true, "slug": "glm-5-non-reasoning", "shortName": "GLM-5 (non-reasoning)", "isReasoning": false, "deprecated": true, "modelCreatorName": "Z AI", "effort": "non-reasoning", "terminalBench40": null, "scicode": null, "hle": 0.0764596848934198 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:5a5591e8d01f6bcc", "board": "aa_intelligence_index", "model": "gpt-5.6-luna", "variant": "GPT-5.6 Luna (low)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "low", "service_mode": null, "score": 21.0125, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-5.6-luna", "boardId": "aa_intelligence_index", "variantLabel": "GPT-5.6 Luna (low)", "score": 21.0125, "secondary": { "configurationRank": 206, "costPerTaskUsd": 0.0098, "scoreRoundedDisplay": 21, "intelligenceIndexIsEstimated": false, "slug": "gpt-5-6-luna-low", "shortName": "GPT-5.6 Luna (low)", "isReasoning": true, "deprecated": true, "modelCreatorName": "OpenAI", "effort": "low", "terminalBench40": 0, "scicode": 0.460648148148148, "hle": 0.198331788693234 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:9e4a1080bc5cdeda", "board": "aa_intelligence_index", "model": "gpt-6-luna", "variant": "GPT-6 Luna (low)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "low", "service_mode": null, "score": 20.9225, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-6-luna", "boardId": "aa_intelligence_index", "variantLabel": "GPT-6 Luna (low)", "score": 20.9225, "secondary": { "configurationRank": 208, "costPerTaskUsd": 0.0045, "scoreRoundedDisplay": 21, "intelligenceIndexIsEstimated": false, "slug": "gpt-6-luna-low", "shortName": "GPT-6 Luna (low)", "isReasoning": true, "deprecated": false, "modelCreatorName": "OpenAI", "effort": "low", "terminalBench40": 0, "scicode": 0.46875, "hle": 0.202502316960148 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:e15aa3daea8ed086", "board": "aa_intelligence_index", "model": "deepseek-v4-pro", "variant": "DeepSeek V4 Pro (non-reasoning) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 20.8345, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "deepseek-v4-pro", "boardId": "aa_intelligence_index", "variantLabel": "DeepSeek V4 Pro (non-reasoning)", "score": 20.8345, "secondary": { "configurationRank": 209, "costPerTaskUsd": null, "scoreRoundedDisplay": 21, "intelligenceIndexIsEstimated": true, "slug": "deepseek-v4-pro-0424-non-reasoning", "shortName": "DeepSeek V4 Pro (non-reasoning)", "isReasoning": false, "deprecated": true, "modelCreatorName": "DeepSeek", "effort": "non-reasoning", "terminalBench40": null, "scicode": null, "hle": 0.082483781278962 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:d3febc87f28b66bc", "board": "aa_intelligence_index", "model": "gpt-5.6-terra", "variant": "GPT-5.6 Terra (non-reasoning)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 20.7797, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-5.6-terra", "boardId": "aa_intelligence_index", "variantLabel": "GPT-5.6 Terra (non-reasoning)", "score": 20.7797, "secondary": { "configurationRank": 212, "costPerTaskUsd": 0.1397, "scoreRoundedDisplay": 21, "intelligenceIndexIsEstimated": false, "slug": "gpt-5-6-terra-non-reasoning", "shortName": "GPT-5.6 Terra (non-reasoning)", "isReasoning": false, "deprecated": false, "modelCreatorName": "OpenAI", "effort": "non-reasoning", "terminalBench40": 0.00505050505050505, "scicode": 0.451388888888889, "hle": 0.113994439295644 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:f323daf280bfff22", "board": "aa_intelligence_index", "model": "deepseek-v4-pro", "variant": "DeepSeek V4 Pro 0813 (non-reasoning)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 20.3605, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "deepseek-v4-pro", "boardId": "aa_intelligence_index", "variantLabel": "DeepSeek V4 Pro 0813 (non-reasoning)", "score": 20.3605, "secondary": { "configurationRank": 221, "costPerTaskUsd": 0.4774, "scoreRoundedDisplay": 20, "intelligenceIndexIsEstimated": false, "slug": "deepseek-v4-pro-non-reasoning", "shortName": "DeepSeek V4 Pro 0813 (non-reasoning)", "isReasoning": false, "deprecated": false, "modelCreatorName": "DeepSeek", "effort": "non-reasoning", "terminalBench40": 0.0151515151515152, "scicode": 0.399305555555556, "hle": 0.105653382761817 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:7bed7be52e30496d", "board": "aa_intelligence_index", "model": "qwen3.8-27b", "variant": "Qwen3.8 27B (non-reasoning)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 20.1502, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "qwen3.8-27b", "boardId": "aa_intelligence_index", "variantLabel": "Qwen3.8 27B (non-reasoning)", "score": 20.1502, "secondary": { "configurationRank": 223, "costPerTaskUsd": 2.4878, "scoreRoundedDisplay": 20, "intelligenceIndexIsEstimated": false, "slug": "qwen3-8-27b-non-reasoning", "shortName": "Qwen3.8 27B (non-reasoning)", "isReasoning": false, "deprecated": false, "modelCreatorName": "Alibaba", "effort": "non-reasoning", "terminalBench40": 0, "scicode": 0.362268518518519, "hle": 0.121408711770158 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:e8828ee245d130af", "board": "aa_intelligence_index", "model": "step-3.7-flash", "variant": "Step 3.7 Flash [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 19.4813, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "step-3.7-flash", "boardId": "aa_intelligence_index", "variantLabel": "Step 3.7 Flash", "score": 19.4813, "secondary": { "configurationRank": 229, "costPerTaskUsd": null, "scoreRoundedDisplay": 19, "intelligenceIndexIsEstimated": true, "slug": "step-3-7-flash", "shortName": "Step 3.7 Flash", "isReasoning": true, "deprecated": true, "modelCreatorName": "StepFun", "effort": null, "terminalBench40": null, "scicode": 0.438657407407407, "hle": 0.214087117701576 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:1afe01378404f2e7", "board": "aa_intelligence_index", "model": "kimi-k2.5", "variant": "Kimi K2.5 (non-reasoning) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 19.4343, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "kimi-k2.5", "boardId": "aa_intelligence_index", "variantLabel": "Kimi K2.5 (non-reasoning)", "score": 19.4343, "secondary": { "configurationRank": 230, "costPerTaskUsd": null, "scoreRoundedDisplay": 19, "intelligenceIndexIsEstimated": true, "slug": "kimi-k2-5-non-reasoning", "shortName": "Kimi K2.5 (non-reasoning)", "isReasoning": false, "deprecated": true, "modelCreatorName": "Kimi", "effort": "non-reasoning", "terminalBench40": null, "scicode": null, "hle": 0.131603336422614 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:73481783e67e2f5b", "board": "aa_intelligence_index", "model": "longcat-2.0", "variant": "LongCat 2.0", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 19.1123, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "longcat-2.0", "boardId": "aa_intelligence_index", "variantLabel": "LongCat 2.0", "score": 19.1123, "secondary": { "configurationRank": 234, "costPerTaskUsd": 0.059, "scoreRoundedDisplay": 19, "intelligenceIndexIsEstimated": false, "slug": "longcat-2-0", "shortName": "LongCat 2.0", "isReasoning": true, "deprecated": false, "modelCreatorName": "LongCat", "effort": null, "terminalBench40": 0, "scicode": 0.363425925925926, "hle": 0.336886005560704 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:610f4083dbb622ce", "board": "aa_intelligence_index", "model": "deepseek-v4-flash", "variant": "DeepSeek V4 Flash (non-reasoning) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 18.8769, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "deepseek-v4-flash", "boardId": "aa_intelligence_index", "variantLabel": "DeepSeek V4 Flash (non-reasoning)", "score": 18.8769, "secondary": { "configurationRank": 236, "costPerTaskUsd": null, "scoreRoundedDisplay": 19, "intelligenceIndexIsEstimated": true, "slug": "deepseek-v4-flash-0420-non-reasoning", "shortName": "DeepSeek V4 Flash (non-reasoning)", "isReasoning": false, "deprecated": true, "modelCreatorName": "DeepSeek", "effort": "non-reasoning", "terminalBench40": null, "scicode": null, "hle": 0.0778498609823911 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:95331afc94452f27", "board": "aa_intelligence_index", "model": "mimo-v2.5-pro", "variant": "MiMo-V2.5-Pro (non-reasoning) [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 18.29, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "mimo-v2.5-pro", "boardId": "aa_intelligence_index", "variantLabel": "MiMo-V2.5-Pro (non-reasoning)", "score": 18.29, "secondary": { "configurationRank": 243, "costPerTaskUsd": null, "scoreRoundedDisplay": 18, "intelligenceIndexIsEstimated": true, "slug": "mimo-v2-5-pro-non-reasoning", "shortName": "MiMo-V2.5-Pro (non-reasoning)", "isReasoning": false, "deprecated": true, "modelCreatorName": "Xiaomi", "effort": "non-reasoning", "terminalBench40": null, "scicode": null, "hle": 0.147822057460612 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:be701ec71aacde7a", "board": "aa_intelligence_index", "model": "gpt-6-luna", "variant": "GPT-6 Luna (non-reasoning)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 18.2617, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-6-luna", "boardId": "aa_intelligence_index", "variantLabel": "GPT-6 Luna (non-reasoning)", "score": 18.2617, "secondary": { "configurationRank": 244, "costPerTaskUsd": 0.0115, "scoreRoundedDisplay": 18, "intelligenceIndexIsEstimated": false, "slug": "gpt-6-luna-non-reasoning", "shortName": "GPT-6 Luna (non-reasoning)", "isReasoning": false, "deprecated": false, "modelCreatorName": "OpenAI", "effort": "non-reasoning", "terminalBench40": 0.0151515151515152, "scicode": 0.430555555555556, "hle": 0.0857275254865616 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:f4ecc0cb880e6a93", "board": "aa_intelligence_index", "model": "step-3.5-flash", "variant": "Step 3.5 Flash 2603 [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 16.9641, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "step-3.5-flash", "boardId": "aa_intelligence_index", "variantLabel": "Step 3.5 Flash 2603", "score": 16.9641, "secondary": { "configurationRank": 256, "costPerTaskUsd": null, "scoreRoundedDisplay": 17, "intelligenceIndexIsEstimated": true, "slug": "step-3-5-flash", "shortName": "Step 3.5 Flash 2603", "isReasoning": true, "deprecated": true, "modelCreatorName": "StepFun", "effort": null, "terminalBench40": null, "scicode": null, "hle": 0.244670991658943 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:19396846e36b1f6e", "board": "aa_intelligence_index", "model": "step-3.5-flash", "variant": "Step 3.5 Flash [AA estimate]", "score_is_estimated": true, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 16.6169, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "step-3.5-flash", "boardId": "aa_intelligence_index", "variantLabel": "Step 3.5 Flash", "score": 16.6169, "secondary": { "configurationRank": 263, "costPerTaskUsd": null, "scoreRoundedDisplay": 17, "intelligenceIndexIsEstimated": true, "slug": "step-3-5-flash-0202", "shortName": "Step 3.5 Flash", "isReasoning": true, "deprecated": true, "modelCreatorName": "StepFun", "effort": null, "terminalBench40": null, "scicode": null, "hle": 0.211306765523633 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "Marked intelligenceIndexIsEstimated=true in AA embedded payload; retained as estimate, not treated as fully measured." } }, { "configuration_id": "aa_intelligence_index:ee543e6460c00da2", "board": "aa_intelligence_index", "model": "gpt-5.6-luna", "variant": "GPT-5.6 Luna (non-reasoning)", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": null, "service_mode": null, "score": 15.527, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-5.6-luna", "boardId": "aa_intelligence_index", "variantLabel": "GPT-5.6 Luna (non-reasoning)", "score": 15.527, "secondary": { "configurationRank": 275, "costPerTaskUsd": 0.0101, "scoreRoundedDisplay": 16, "intelligenceIndexIsEstimated": false, "slug": "gpt-5-6-luna-non-reasoning", "shortName": "GPT-5.6 Luna (non-reasoning)", "isReasoning": false, "deprecated": true, "modelCreatorName": "OpenAI", "effort": "non-reasoning", "terminalBench40": 0.0101010101010101, "scicode": 0.403935185185185, "hle": 0.072289156626506 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_intelligence_index:479a072abc28cf2a", "board": "aa_intelligence_index", "model": "mistral-medium-3.5", "variant": "Mistral Medium 3.5", "score_is_estimated": false, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "medium", "service_mode": null, "score": 14.1889, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "mistral-medium-3.5", "boardId": "aa_intelligence_index", "variantLabel": "Mistral Medium 3.5", "score": 14.1889, "secondary": { "configurationRank": 296, "costPerTaskUsd": 0.502, "scoreRoundedDisplay": 14, "intelligenceIndexIsEstimated": false, "slug": "mistral-medium-3-5", "shortName": "Mistral Medium 3.5", "isReasoning": true, "deprecated": false, "modelCreatorName": "Mistral", "effort": null, "terminalBench40": 0, "scicode": 0.40162037037037, "hle": 0.137627432808156 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01" } }, { "configuration_id": "aa_terminal_bench_4:8cbc13578cabcb6a", "board": "aa_terminal_bench_4", "model": "claude-sonnet-5.5", "variant": "Artificial Analysis - Claude Sonnet 5.5 (max with fallback)", "score_is_estimated": null, "score_is_self_reported": false, "agent_harness": "Artificial Analysis", "reasoning_effort": "max", "service_mode": null, "score": 63.6364, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "claude-sonnet-5.5", "boardId": "aa_terminal_bench_4", "variantLabel": "Artificial Analysis - Claude Sonnet 5.5 (max with fallback)", "score": 63.6364, "secondary": { "configurationRank": 1, "agentHarness": "Artificial Analysis", "reasoningEffort": "max", "slug": "claude-sonnet-5-5", "shortName": "Claude Sonnet 5.5 (max with fallback)", "terminalBench40Fraction": 0.636363636363636 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "AA 自家 harness 独立实测的 Terminal-Bench 4.0(models 榜载荷 terminalBench40 字段,fraction×100);与 tbench.ai 官方榜分开计分。" } }, { "configuration_id": "aa_terminal_bench_4:700453154be041cb", "board": "aa_terminal_bench_4", "model": "gpt-6-astra", "variant": "Artificial Analysis - GPT-6 Astra (xhigh)", "score_is_estimated": null, "score_is_self_reported": false, "agent_harness": "Artificial Analysis", "reasoning_effort": "xhigh", "service_mode": null, "score": 59.596, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-6-astra", "boardId": "aa_terminal_bench_4", "variantLabel": "Artificial Analysis - GPT-6 Astra (xhigh)", "score": 59.596, "secondary": { "configurationRank": 2, "agentHarness": "Artificial Analysis", "reasoningEffort": "xhigh", "slug": "gpt-6-astra-xhigh", "shortName": "GPT-6 Astra (xhigh)", "terminalBench40Fraction": 0.595959595959596 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "AA 自家 harness 独立实测的 Terminal-Bench 4.0(models 榜载荷 terminalBench40 字段,fraction×100);与 tbench.ai 官方榜分开计分。" } }, { "configuration_id": "aa_terminal_bench_4:2a264ae9483b05c3", "board": "aa_terminal_bench_4", "model": "claude-opus-5.5", "variant": "Artificial Analysis - Claude Opus 5.5 (max with fallback)", "score_is_estimated": null, "score_is_self_reported": false, "agent_harness": "Artificial Analysis", "reasoning_effort": "max", "service_mode": null, "score": 59.596, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "claude-opus-5.5", "boardId": "aa_terminal_bench_4", "variantLabel": "Artificial Analysis - Claude Opus 5.5 (max with fallback)", "score": 59.596, "secondary": { "configurationRank": 3, "agentHarness": "Artificial Analysis", "reasoningEffort": "max", "slug": "claude-opus-5-5", "shortName": "Claude Opus 5.5 (max with fallback)", "terminalBench40Fraction": 0.595959595959596 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "AA 自家 harness 独立实测的 Terminal-Bench 4.0(models 榜载荷 terminalBench40 字段,fraction×100);与 tbench.ai 官方榜分开计分。" } }, { "configuration_id": "aa_terminal_bench_4:23b9058c23d1ec26", "board": "aa_terminal_bench_4", "model": "claude-opus-5.5", "variant": "Artificial Analysis - Claude Opus 5.5 (xhigh with fallback)", "score_is_estimated": null, "score_is_self_reported": false, "agent_harness": "Artificial Analysis", "reasoning_effort": "xhigh", "service_mode": null, "score": 59.596, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "claude-opus-5.5", "boardId": "aa_terminal_bench_4", "variantLabel": "Artificial Analysis - Claude Opus 5.5 (xhigh with fallback)", "score": 59.596, "secondary": { "configurationRank": 4, "agentHarness": "Artificial Analysis", "reasoningEffort": "xhigh", "slug": "claude-opus-5-5-xhigh", "shortName": "Claude Opus 5.5 (xhigh with fallback)", "terminalBench40Fraction": 0.595959595959596 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "AA 自家 harness 独立实测的 Terminal-Bench 4.0(models 榜载荷 terminalBench40 字段,fraction×100);与 tbench.ai 官方榜分开计分。" } }, { "configuration_id": "aa_terminal_bench_4:e44812025afd889c", "board": "aa_terminal_bench_4", "model": "gpt-6-astra", "variant": "Artificial Analysis - GPT-6 Astra (max)", "score_is_estimated": null, "score_is_self_reported": false, "agent_harness": "Artificial Analysis", "reasoning_effort": "max", "service_mode": null, "score": 59.0909, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "gpt-6-astra", "boardId": "aa_terminal_bench_4", "variantLabel": "Artificial Analysis - GPT-6 Astra (max)", "score": 59.0909, "secondary": { "configurationRank": 5, "agentHarness": "Artificial Analysis", "reasoningEffort": "max", "slug": "gpt-6-astra", "shortName": "GPT-6 Astra (max)", "terminalBench40Fraction": 0.590909090909091 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "AA 自家 harness 独立实测的 Terminal-Bench 4.0(models 榜载荷 terminalBench40 字段,fraction×100);与 tbench.ai 官方榜分开计分。" } }, { "configuration_id": "aa_terminal_bench_4:e58d9ba7080efc8c", "board": "aa_terminal_bench_4", "model": "claude-sonnet-5.5", "variant": "Artificial Analysis - Claude Sonnet 5.5 (xhigh with fallback)", "score_is_estimated": null, "score_is_self_reported": false, "agent_harness": "Artificial Analysis", "reasoning_effort": "xhigh", "service_mode": null, "score": 57.0707, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "claude-sonnet-5.5", "boardId": "aa_terminal_bench_4", "variantLabel": "Artificial Analysis - Claude Sonnet 5.5 (xhigh with fallback)", "score": 57.0707, "secondary": { "configurationRank": 6, "agentHarness": "Artificial Analysis", "reasoningEffort": "xhigh", "slug": "claude-sonnet-5-5-xhigh", "shortName": "Claude Sonnet 5.5 (xhigh with fallback)", "terminalBench40Fraction": 0.570707070707071 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "AA 自家 harness 独立实测的 Terminal-Bench 4.0(models 榜载荷 terminalBench40 字段,fraction×100);与 tbench.ai 官方榜分开计分。" } }, { "configuration_id": "aa_terminal_bench_4:2a1794e2e04395f3", "board": "aa_terminal_bench_4", "model": "claude-opus-5.5", "variant": "Artificial Analysis - Claude Opus 5.5 (high with fallback)", "score_is_estimated": null, "score_is_self_reported": false, "agent_harness": "Artificial Analysis", "reasoning_effort": "high", "service_mode": null, "score": 56.5657, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://artificialanalysis.ai/leaderboards/models", "checked_at": "2026-10-01", "archive": "scores-aa-round5-2026-10-01.json", "raw_record": { "model": "claude-opus-5.5", "boardId": "aa_terminal_bench_4", "variantLabel": "Artificial Analysis - Claude Opus 5.5 (high with fallback)", "score": 56.5657, "secondary": { "configurationRank": 8, "agentHarness": "Artificial Analysis", "reasoningEffort": "high", "slug": "claude-opus-5-5-high", "shortName": "Claude Opus 5.5 (high with fallback)", "terminalBench40Fraction": 0.565656565656566 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "AA 自家 harness 独立实测的 Terminal-Bench 4.0(models 榜载荷 terminalBench40 字段,fraction×100);与 tbench.ai 官方榜分开计分。" } }, { "configuration_id": "aa_terminal_bench_4:f935d95ba064b29b", "board": "aa_terminal_bench_4", "model": "gpt-6.1-sol", "variant": "Artificial Analysis - GPT-6.1 Sol (max)", "score_is_estimated": null, "score_is_self_reported": false, "agent_harness": "Artificial Analysis", "reasoning_effort": "max", "service_mode": 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"scores-aa-round5-2026-10-01.json", "raw_record": { "model": "longcat-2.0", "boardId": "aa_terminal_bench_4", "variantLabel": "Artificial Analysis - LongCat 2.0", "score": 0.0, "secondary": { "configurationRank": 171, "agentHarness": "Artificial Analysis", "reasoningEffort": null, "slug": "longcat-2-0", "shortName": "LongCat 2.0", "terminalBench40Fraction": 0 }, "source": "https://artificialanalysis.ai/leaderboards/models", "checkedAt": "2026-10-01", "note": "AA 自家 harness 独立实测的 Terminal-Bench 4.0(models 榜载荷 terminalBench40 字段,fraction×100);与 tbench.ai 官方榜分开计分。" } }, { "configuration_id": "aa_terminal_bench_4:1f723b35d187e5ec", "board": "aa_terminal_bench_4", "model": "gpt-6-luna", "variant": "Artificial Analysis - GPT-6 Luna (low)", "score_is_estimated": null, "score_is_self_reported": false, "agent_harness": "Artificial Analysis", "reasoning_effort": "low", "service_mode": null, "score": 0.0, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, 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"source": "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash", "checked_at": "2026-09-12", "archive": "scores-terminal-bench4-selfreport-carry-2026-10-01.json", "raw_record": { "boardId": "terminal_bench_4", "model": "deepseek-v4.1-flash", "variantLabel": "DeepSeek Harness Minimal - DeepSeek V4.1 Flash (max)", "score": 31.2, "secondary": { "selfReported": true, "reportedBy": "DeepSeek", "agentHarness": "DeepSeek Harness Minimal", "reasoningEffort": "max", "contextWindowTokens": 1000000, "temperature": 1.0, "topP": 0.95 }, "source": "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash", "checkedAt": "2026-09-12", "carriedFrom": "scores-terminal-bench4-round2-selfreport-2026-09-12.json" } }, { "configuration_id": "terminal_bench_4:1852bc281e1867f4", "board": "terminal_bench_4", "model": "swe-2", "variant": "Devin CLI - SWE-2 (best effort) [vendor self-report]", "score_is_estimated": null, "score_is_self_reported": true, "agent_harness": "Devin CLI", "reasoning_effort": null, "service_mode": null, "score": 27.3, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://cognition.com/blog/swe-2", "checked_at": "2026-09-12", "archive": "scores-terminal-bench4-selfreport-carry-2026-10-01.json", "raw_record": { "boardId": "terminal_bench_4", "model": "swe-2", "variantLabel": "Devin CLI - SWE-2 (best effort)", "score": 27.3, "secondary": { "selfReported": true, "reportedBy": "Cognition", "agentHarness": "Devin CLI", "reasoningEffort": null, "effortNote": "博客附录 A:报各 reasoning-effort 中最高分,未指明是 medium/high/max 中哪一档" }, "source": "https://cognition.com/blog/swe-2", "checkedAt": "2026-09-12", "note": "厂商自报,非 tbench.ai 官方榜运行。Cognition 博客 Coding benchmark results 表 Terminal-Bench 4 列 27.3%。同表 Astra/Sol/Grok 4.6 与官方榜一致,Fable 5.1 55.8 与官方榜 57.88 不一致。无 CI、无成本/token 数据。见 devin-swe2-round1-2026-09-12.json。", "carriedFrom": "scores-terminal-bench4-round2-selfreport-2026-09-12.json" } }, { "configuration_id": "terminal_bench_4:7939bf883e242fa9", "board": "terminal_bench_4", "model": "claude-opus-5.5", "variant": "Claude Code - Claude Opus 5.5 (default) - self-reported [vendor self-report]", "score_is_estimated": null, "score_is_self_reported": true, "agent_harness": "Claude Code", "reasoning_effort": null, "service_mode": null, "score": 66.4, "score_low": null, "score_high": null, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://www.anthropic.com/claude-opus-5-5", "checked_at": "2026-09-23", "archive": "scores-terminal-bench4-selfreport-carry-2026-10-01.json", "raw_record": { "boardId": "terminal_bench_4", "model": "claude-opus-5.5", "variantLabel": "Claude Code - Claude Opus 5.5 (default) - self-reported", "score": 66.4, "secondary": { "selfReported": true, "reportedBy": "Anthropic", "agentHarness": "Claude Code", "reasoningEffort": null, "effortNote": "发布页评测表标 at default effort,未指明是 low/medium/high/xhigh 中哪一档" }, "source": "https://www.anthropic.com/claude-opus-5-5", "checkedAt": "2026-09-23", "note": "厂商自报,非 tbench.ai 官方榜运行。Anthropic 2026-09-22 Opus 5.5 发布页评测表 Terminal-Bench 4 行 66.4%(default effort);同表 FrontierCode 54.4%、CursorBench 52.5%、GDPval-AA 1846 非本仓库榜单仅留证据;AA/arena/OpenDesign 暂无第三方快照分不补造。见 claude-opus55-round1-2026-09-23.json。", "carriedFrom": "scores-opus55-selfreport-2026-09-23.json" } }, { "configuration_id": "arena_code:1eb4c01b2d86e5d0", "board": "arena_code", "model": "claude-opus-5.5", "variant": "claude-opus-5.5-max", "score_is_estimated": null, "score_is_self_reported": false, "agent_harness": null, "reasoning_effort": "max", "service_mode": null, "score": 1818, "score_low": 1801.5, "score_high": 1834.5, "mean_cost_usd_per_task": null, "median_cost_usd_per_task": null, "source": "https://arena.ai/leaderboard/code", "checked_at": "2026-10-01", "archive": "scores-code-arena-round2-2026-10-01.json", "raw_record": { "boardId": "arena_code", "model": "claude-opus-5.5", "variantLabel": 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