{
  "name": "ArtificialWatch Bench Index",
  "description": "AI models ranked across the public LLM leaderboards: each model's best-variant score on every board, its percentile within that board, and the composite index (median of percentiles).",
  "url": "https://artificialwatch.com/benchmarks",
  "generatedAt": "2026-10-17T12:55:10.659Z",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "attribution": "ArtificialWatch Bench Index, 2026-10-17. ArtificialWatch. https://artificialwatch.com/benchmarks Composite index and percentiles CC BY 4.0; each board's raw scores belong to that board (see sources).",
  "method": "Each board's score is converted to a percentile among the models ArtificialWatch maps on that board; the index is the median of a model's percentiles across the boards that rate it.",
  "sources": [
    {
      "id": "arena",
      "name": "LMArena",
      "url": "https://arena.ai/leaderboard",
      "scale": "Elo (community votes)",
      "asOf": "2026-10-12T18:57:22.647Z"
    },
    {
      "id": "livebench",
      "name": "LiveBench",
      "url": "https://livebench.ai",
      "scale": "global average (0-100)",
      "asOf": "2026-10-17T12:55:08.802Z"
    },
    {
      "id": "simplebench",
      "name": "SimpleBench",
      "url": "https://simple-bench.com",
      "scale": "AVG@5 % (private set)",
      "asOf": "2026-10-17T12:55:08.999Z"
    },
    {
      "id": "llmscore",
      "name": "LLM Stats",
      "url": "https://llm-stats.com",
      "scale": "LLM Stats Score · composite (0-100), their rendered top 15",
      "asOf": "2026-10-17T12:55:09.580Z"
    },
    {
      "id": "vals",
      "name": "Vals AI",
      "url": "https://www.vals.ai/benchmarks/vals_index",
      "scale": "Vals Index accuracy % · weighted finance + coding tasks",
      "asOf": "2026-10-17T12:55:10.164Z"
    },
    {
      "id": "aa",
      "name": "Artificial Analysis",
      "url": "https://artificialanalysis.ai/leaderboards/models",
      "scale": "intelligence index · measured runs only",
      "asOf": "2026-10-17T12:55:10.481Z"
    }
  ],
  "models": [
    {
      "rank": 1,
      "id": "opus-next",
      "name": "Claude Opus 5.5",
      "vendor": "Anthropic",
      "index": 100,
      "boards": 6,
      "scores": {
        "arena": {
          "raw": 1813.028149728328,
          "percentile": 100
        },
        "livebench": {
          "raw": 83.21657142857143,
          "percentile": 97.1
        },
        "simplebench": {
          "raw": 88.4,
          "percentile": 100
        },
        "llmscore": {
          "raw": 60.7,
          "percentile": 100
        },
        "vals": {
          "raw": 66.972,
          "percentile": 93.5
        },
        "aa": {
          "raw": 57.6223698102963,
          "percentile": 100
        }
      },
      "page": "https://artificialwatch.com/model/opus-next"
    },
    {
      "rank": 2,
      "id": "sonnet-next",
      "name": "Claude Sonnet 5.5",
      "vendor": "Anthropic",
      "index": 93.3,
      "boards": 6,
      "scores": {
        "arena": {
          "raw": 1774.2855361868098,
          "percentile": 94.3
        },
        "livebench": {
          "raw": 77.75469047619049,
          "percentile": 57.1
        },
        "simplebench": {
          "raw": 75.9,
          "percentile": 57.4
        },
        "llmscore": {
          "raw": 58.7,
          "percentile": 92.3
        },
        "vals": {
          "raw": 67.037,
          "percentile": 96.8
        },
        "aa": {
          "raw": 56.0001286580794,
          "percentile": 96.4
        }
      },
      "page": "https://artificialwatch.com/model/sonnet-next"
    },
    {
      "rank": 3,
      "id": "fable-5-1",
      "name": "Claude Fable 5.1",
      "vendor": "Anthropic",
      "index": 89.8,
      "boards": 6,
      "scores": {
        "arena": {
          "raw": 1743.7093865265408,
          "percentile": 88.6
        },
        "livebench": {
          "raw": 83.41415476190477,
          "percentile": 100
        },
        "simplebench": {
          "raw": 86.6,
          "percentile": 96.3
        },
        "llmscore": {
          "raw": 53.6,
          "percentile": 53.8
        },
        "vals": {
          "raw": 65.827,
          "percentile": 90.3
        },
        "aa": {
          "raw": 53.3549259623252,
          "percentile": 89.3
        }
      },
      "page": "https://artificialwatch.com/model-fable-5-1.html"
    },
    {
      "rank": 4,
      "id": "gpt-6",
      "name": "GPT-6 Astra",
      "vendor": "OpenAI",
      "index": 88.6,
      "boards": 6,
      "scores": {
        "arena": {
          "raw": 1786.1141116447411,
          "percentile": 97.1
        },
        "livebench": {
          "raw": 82.16064285714288,
          "percentile": 91.4
        },
        "simplebench": {
          "raw": 86.5,
          "percentile": 92.6
        },
        "llmscore": {
          "raw": 58.5,
          "percentile": 84.6
        },
        "vals": {
          "raw": 63.125,
          "percentile": 80.6
        },
        "aa": {
          "raw": 52.673669395513,
          "percentile": 85.7
        }
      },
      "page": "https://artificialwatch.com/model-gpt-6.html"
    },
    {
      "rank": 5,
      "id": "muse-wonder",
      "name": "Muse Wonder",
      "vendor": "Meta",
      "index": 85,
      "boards": 4,
      "scores": {
        "arena": null,
        "livebench": {
          "raw": 81.15589285714285,
          "percentile": 82.9
        },
        "simplebench": null,
        "llmscore": {
          "raw": 52.1,
          "percentile": 15.4
        },
        "vals": {
          "raw": 64.566,
          "percentile": 87.1
        },
        "aa": {
          "raw": 55.8021199855616,
          "percentile": 92.9
        }
      },
      "page": "https://artificialwatch.com/model/muse-wonder"
    },
    {
      "rank": 6,
      "id": "gpt-6-1-sol",
      "name": "GPT-6.1 Sol",
      "vendor": "OpenAI",
      "index": 83.6,
      "boards": 6,
      "scores": {
        "arena": {
          "raw": 1755.3982673326393,
          "percentile": 91.4
        },
        "livebench": {
          "raw": 81.61566666666667,
          "percentile": 88.6
        },
        "simplebench": {
          "raw": 82.9,
          "percentile": 88.9
        },
        "llmscore": {
          "raw": 54,
          "percentile": 61.5
        },
        "vals": {
          "raw": 61.154,
          "percentile": 74.2
        },
        "aa": {
          "raw": 51.8332597011541,
          "percentile": 78.6
        }
      },
      "page": "https://artificialwatch.com/model/gpt-6-1-sol"
    },
    {
      "rank": 7,
      "id": "gemini-4",
      "name": "Gemini 4 Argon",
      "vendor": "Google",
      "index": 82.1,
      "boards": 3,
      "scores": {
        "arena": null,
        "livebench": null,
        "simplebench": null,
        "llmscore": {
          "raw": 55.4,
          "percentile": 76.9
        },
        "vals": {
          "raw": 68.896,
          "percentile": 100
        },
        "aa": {
          "raw": 52.5605655745982,
          "percentile": 82.1
        }
      },
      "page": "https://artificialwatch.com/model-gemini-4.html"
    },
    {
      "rank": 8,
      "id": "fable-5",
      "name": "Claude Fable 5",
      "vendor": "Anthropic",
      "index": 77.4,
      "boards": 5,
      "scores": {
        "arena": {
          "raw": 1624.7356714393125,
          "percentile": 68.6
        },
        "livebench": {
          "raw": 82.97079761904763,
          "percentile": 94.3
        },
        "simplebench": {
          "raw": 81.9,
          "percentile": 81.5
        },
        "llmscore": {
          "raw": 53.3,
          "percentile": 38.5
        },
        "vals": {
          "raw": 61.388,
          "percentile": 77.4
        },
        "aa": null
      },
      "page": "https://artificialwatch.com/model/fable-5"
    },
    {
      "rank": 9,
      "id": "muse-spark-1-next",
      "name": "Muse Spark 1.3",
      "vendor": "Meta",
      "index": 76.1,
      "boards": 6,
      "scores": {
        "arena": {
          "raw": 1656.855403420289,
          "percentile": 77.1
        },
        "livebench": {
          "raw": 81.58864285714286,
          "percentile": 85.7
        },
        "simplebench": {
          "raw": 81.8,
          "percentile": 77.8
        },
        "llmscore": {
          "raw": 52.4,
          "percentile": 30.8
        },
        "vals": {
          "raw": 58.162,
          "percentile": 71
        },
        "aa": {
          "raw": 48.0923107719685,
          "percentile": 75
        }
      },
      "page": "https://artificialwatch.com/model/muse-spark-1-next"
    },
    {
      "rank": 10,
      "id": "opus-5",
      "name": "Claude Opus 5",
      "vendor": "Anthropic",
      "index": 74.1,
      "boards": 5,
      "scores": {
        "arena": {
          "raw": 1691.3111706293098,
          "percentile": 85.7
        },
        "livebench": {
          "raw": 80.08497619047618,
          "percentile": 71.4
        },
        "simplebench": {
          "raw": 80.6,
          "percentile": 74.1
        },
        "llmscore": {
          "raw": 54.1,
          "percentile": 69.2
        },
        "vals": {
          "raw": 63.674,
          "percentile": 83.9
        },
        "aa": null
      },
      "page": "https://artificialwatch.com/model/opus-5"
    },
    {
      "rank": 11,
      "id": "gpt-6-sol",
      "name": "GPT-6 Sol",
      "vendor": "OpenAI",
      "index": 66.5,
      "boards": 4,
      "scores": {
        "arena": {
          "raw": 1688.1815937715994,
          "percentile": 82.9
        },
        "livebench": {
          "raw": 79.24545238095239,
          "percentile": 68.6
        },
        "simplebench": {
          "raw": 73.1,
          "percentile": 51.9
        },
        "llmscore": null,
        "vals": {
          "raw": 57.536,
          "percentile": 64.5
        },
        "aa": null
      },
      "page": "https://artificialwatch.com/model/gpt-6-sol"
    },
    {
      "rank": 12,
      "id": "grok-2t",
      "name": "Grok 4.7",
      "vendor": "xAI",
      "index": 64.7,
      "boards": 4,
      "scores": {
        "arena": {
          "raw": 1639.090984165512,
          "percentile": 71.4
        },
        "livebench": {
          "raw": 77.39673809523809,
          "percentile": 51.4
        },
        "simplebench": null,
        "llmscore": null,
        "vals": {
          "raw": 54.947,
          "percentile": 58.1
        },
        "aa": {
          "raw": 46.4465506302286,
          "percentile": 71.4
        }
      },
      "page": "https://artificialwatch.com/model/grok-2t"
    },
    {
      "rank": 13,
      "id": "grok-4-6",
      "name": "Grok 4.6",
      "vendor": "xAI",
      "index": 57.3,
      "boards": 4,
      "scores": {
        "arena": {
          "raw": 1617.1601717927338,
          "percentile": 57.1
        },
        "livebench": {
          "raw": 78.042,
          "percentile": 60
        },
        "simplebench": {
          "raw": 75.9,
          "percentile": 57.4
        },
        "llmscore": null,
        "vals": {
          "raw": 52.092,
          "percentile": 45.2
        },
        "aa": null
      },
      "page": "https://artificialwatch.com/model/grok-4-6"
    },
    {
      "rank": 14,
      "id": "gpt-5-6",
      "name": "GPT-5.6",
      "vendor": "OpenAI",
      "index": 56.8,
      "boards": 6,
      "scores": {
        "arena": {
          "raw": 1618.3295736892087,
          "percentile": 60
        },
        "livebench": {
          "raw": 81.05354761904762,
          "percentile": 77.1
        },
        "simplebench": {
          "raw": 71.7,
          "percentile": 48.1
        },
        "llmscore": {
          "raw": 53.5,
          "percentile": 46.2
        },
        "vals": {
          "raw": 58.005,
          "percentile": 67.7
        },
        "aa": {
          "raw": 42.0829248239494,
          "percentile": 53.6
        }
      },
      "page": "https://artificialwatch.com/model-chatgpt-5-6.html"
    },
    {
      "rank": 15,
      "id": "haiku-5",
      "name": "Claude Haiku 5.5",
      "vendor": "Anthropic",
      "index": 50.1,
      "boards": 4,
      "scores": {
        "arena": {
          "raw": 1586.9446989146388,
          "percentile": 48.6
        },
        "livebench": {
          "raw": 72.06791666666666,
          "percentile": 20
        },
        "simplebench": null,
        "llmscore": null,
        "vals": {
          "raw": 54.435,
          "percentile": 51.6
        },
        "aa": {
          "raw": 43.3950199670746,
          "percentile": 57.1
        }
      },
      "page": "https://artificialwatch.com/model/haiku-5"
    },
    {
      "rank": 16,
      "id": "kimi-k3",
      "name": "Kimi K3",
      "vendor": "Moonshot",
      "index": 46.5,
      "boards": 6,
      "scores": {
        "arena": {
          "raw": 1654.354241193575,
          "percentile": 74.3
        },
        "livebench": {
          "raw": 79.19304761904762,
          "percentile": 65.7
        },
        "simplebench": {
          "raw": 60.7,
          "percentile": 22.2
        },
        "llmscore": {
          "raw": 52.2,
          "percentile": 23.1
        },
        "vals": {
          "raw": 50.297,
          "percentile": 32.3
        },
        "aa": {
          "raw": 43.5938229518782,
          "percentile": 60.7
        }
      },
      "page": "https://artificialwatch.com/model-kimi-k3.html"
    },
    {
      "rank": 17,
      "id": "gemini-3-8-flash",
      "name": "Gemini 3.8 Flash",
      "vendor": "Google",
      "index": 46.4,
      "boards": 5,
      "scores": {
        "arena": {
          "raw": 1583.462059363355,
          "percentile": 45.7
        },
        "livebench": {
          "raw": 75.82852380952382,
          "percentile": 37.1
        },
        "simplebench": {
          "raw": 82.4,
          "percentile": 85.2
        },
        "llmscore": null,
        "vals": {
          "raw": 54.887,
          "percentile": 54.8
        },
        "aa": {
          "raw": 40.9262321765904,
          "percentile": 46.4
        }
      },
      "page": "https://artificialwatch.com/model/gemini-3-8-flash"
    },
    {
      "rank": 18,
      "id": "glm-5-3",
      "name": "GLM-5.3",
      "vendor": "Zhipu AI",
      "index": 45.6,
      "boards": 6,
      "scores": {
        "arena": {
          "raw": 1622.2236327051407,
          "percentile": 65.7
        },
        "livebench": {
          "raw": 76.13780952380952,
          "percentile": 42.9
        },
        "simplebench": {
          "raw": 66.2,
          "percentile": 33.3
        },
        "llmscore": {
          "raw": 51.3,
          "percentile": 7.7
        },
        "vals": {
          "raw": 53.514,
          "percentile": 48.4
        },
        "aa": {
          "raw": 44.777392385614,
          "percentile": 64.3
        }
      },
      "page": "https://artificialwatch.com/model/glm-5-3"
    },
    {
      "rank": 19,
      "id": "qwen-3-8",
      "name": "Qwen 3.8 Max",
      "vendor": "Alibaba",
      "index": 44.4,
      "boards": 6,
      "scores": {
        "arena": {
          "raw": 1673.5014803771517,
          "percentile": 80
        },
        "livebench": {
          "raw": 78.46089285714287,
          "percentile": 62.9
        },
        "simplebench": {
          "raw": 62.5,
          "percentile": 25.9
        },
        "llmscore": {
          "raw": 51,
          "percentile": 0
        },
        "vals": {
          "raw": 48.27,
          "percentile": 25.8
        },
        "aa": {
          "raw": 45.4152084980521,
          "percentile": 67.9
        }
      },
      "page": "https://artificialwatch.com/model/qwen-3-8"
    },
    {
      "rank": 20,
      "id": "deepseek-v4-1-flash",
      "name": "DeepSeek V4.1 Flash",
      "vendor": "DeepSeek",
      "index": 42.9,
      "boards": 5,
      "scores": {
        "arena": {
          "raw": 1618.604550468444,
          "percentile": 62.9
        },
        "livebench": {
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          "percentile": 80
        },
        "simplebench": {
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          "percentile": 37
        },
        "llmscore": null,
        "vals": {
          "raw": 51.32,
          "percentile": 38.7
        },
        "aa": {
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          "percentile": 42.9
        }
      },
      "page": "https://artificialwatch.com/model/deepseek-v4-1-flash"
    },
    {
      "rank": 21,
      "id": "gpt-5-5",
      "name": "GPT-5.5",
      "vendor": "OpenAI",
      "index": 41.9,
      "boards": 4,
      "scores": {
        "arena": {
          "raw": 1512.6551201150155,
          "percentile": 17.1
        },
        "livebench": {
          "raw": 80.18829761904762,
          "percentile": 74.3
        },
        "simplebench": {
          "raw": 76.9,
          "percentile": 66.7
        },
        "llmscore": null,
        "vals": null,
        "aa": {
          "raw": 26.0135173401368,
          "percentile": 10.7
        }
      },
      "page": "https://artificialwatch.com/model/gpt-5-5"
    },
    {
      "rank": 22,
      "id": "opus-4-8",
      "name": "Claude Opus 4.8",
      "vendor": "Anthropic",
      "index": 41.4,
      "boards": 4,
      "scores": {
        "arena": {
          "raw": 1555.882247584403,
          "percentile": 37.1
        },
        "livebench": {
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          "percentile": 45.7
        },
        "simplebench": {
          "raw": 64.8,
          "percentile": 29.6
        },
        "llmscore": null,
        "vals": {
          "raw": 55.1,
          "percentile": 61.3
        },
        "aa": null
      },
      "page": "https://artificialwatch.com/model/opus-4-8"
    },
    {
      "rank": 23,
      "id": "grok-4-5",
      "name": "Grok 4.5",
      "vendor": "xAI",
      "index": 34.3,
      "boards": 4,
      "scores": {
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          "percentile": 34.3
        },
        "livebench": {
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          "percentile": 34.3
        },
        "simplebench": {
          "raw": 70,
          "percentile": 40.7
        },
        "llmscore": null,
        "vals": {
          "raw": 44.723,
          "percentile": 12.9
        },
        "aa": null
      },
      "page": "https://artificialwatch.com/model-grok-4-5.html"
    },
    {
      "rank": 24,
      "id": "gpt-6-luna",
      "name": "GPT-6 Luna",
      "vendor": "OpenAI",
      "index": 33.8,
      "boards": 4,
      "scores": {
        "arena": {
          "raw": 1580.896017410467,
          "percentile": 40
        },
        "livebench": {
          "raw": 72.02647619047619,
          "percentile": 17.1
        },
        "simplebench": null,
        "llmscore": null,
        "vals": {
          "raw": 51.216,
          "percentile": 35.5
        },
        "aa": {
          "raw": 38.1245186869738,
          "percentile": 32.1
        }
      },
      "page": "https://artificialwatch.com/model/gpt-6-luna"
    },
    {
      "rank": 25,
      "id": "sonnet-5",
      "name": "Claude Sonnet 5",
      "vendor": "Anthropic",
      "index": 32.9,
      "boards": 4,
      "scores": {
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          "raw": 1540.791873559744,
          "percentile": 25.7
        },
        "livebench": {
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          "percentile": 40
        },
        "simplebench": {
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          "percentile": 18.5
        },
        "llmscore": null,
        "vals": {
          "raw": 51.898,
          "percentile": 41.9
        },
        "aa": null
      },
      "page": "https://artificialwatch.com/model/sonnet-5"
    },
    {
      "rank": 26,
      "id": "muse-spark-1-1",
      "name": "Muse Spark 1.1",
      "vendor": "Meta",
      "index": 31.4,
      "boards": 2,
      "scores": {
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          "percentile": 31.4
        },
        "livebench": {
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          "percentile": 31.4
        },
        "simplebench": null,
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      },
      "page": "https://artificialwatch.com/model-muse-spark-1-1.html"
    },
    {
      "rank": 27,
      "id": "glm-5-3-flash",
      "name": "GLM-5.3 Flash",
      "vendor": "Zhipu AI",
      "index": 29.8,
      "boards": 4,
      "scores": {
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