排名 ⇕ 模型 ⇕
› 🥇
claude-opus-5.5-max Anthropic · Proprietary
1933±36.0
› 🥈
claude-fable-5.1-max Anthropic · Proprietary
1874±19.0
› 🥉
gpt-6-astra-max OpenAI · Proprietary
1870±19.0
› 4
claude-sonnet-5.5-high Anthropic · Proprietary
1823±33.0
› 5
gpt-6-sol-max OpenAI · Proprietary
1770±22.0
› 6
claude-opus-5-max Anthropic · Proprietary
1769±11.0
› 7
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1736±23.0
› 8
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1730±14.0
› 9
muse-spark-1.3-max Meta · Proprietary
1728±15.0
› 10
claude-opus-5-high Anthropic · Proprietary
1728±10.0
› 11
kimi-k3-max 月之暗面 · Kimi K3 license
1708±11.0
› 12
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1701±17.0
› 13
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1700±16.0
› 14
claude-fable-5-high Anthropic · Proprietary
1699±11.0
› 15
grok-4.7-xhigh SpaceXAI · Proprietary
1687±23.0
› 16
mimo-v2.6-pro 小米 · MIT
1682±22.0
› 17
muse-spark-1.3 (xHigh) Meta · Proprietary
1674±15.0
› 18
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1674±10.0
› 19
glm-5.3-max 智谱 ZAI · MIT
1673±15.0
› 20
grok-4.6-high SpaceXAI · Proprietary
1671±14.0
› 21
deepseek-v4.1-flash-max DeepSeek · MIT
1668±19.0
› 22
glm-5.3-flash 智谱 ZAI · MIT
1667±13.0
› 23
glm-5.2-max 智谱 ZAI · MIT
1645±11.0
› 24
gemini-3.7-flash-high Google · Proprietary · Preliminary
1638±13.0
› 25
gemini-3.8-flash-high Google · Proprietary · Preliminary
1634±14.0
› 26
qwen3.8-27b 阿里巴巴 · Apache 2.0
1629±11.0
› 27
gpt-6-luna-max OpenAI · Proprietary
1620±16.0
› 28
step-5-preview-high 阶跃星辰 · Proprietary
1619±24.0
› 29
claude-opus-4-8-high Anthropic · Proprietary
1608±10.0
› 30
deepseek-v4-flash-high DeepSeek · MIT
1603±16.0
› 31
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1602±17.0
› 32
claude-opus-4-7-high Anthropic · Proprietary
1589±10.0
› 33
claude-opus-4-7 Anthropic · Proprietary
1588±10.0
› 34
grok-4.5 SpaceXAI · Proprietary
1587±12.0
› 35
claude-opus-4-6-high Anthropic · Proprietary
1583±10.0
› 36
claude-sonnet-5-high Anthropic · Proprietary
1577±11.0
› 37
claude-opus-4-8 Anthropic · Proprietary
1570±9.0
› 38
claude-opus-4-6 Anthropic · Proprietary
1567±9.0
› 39
muse-spark-1.2 (xHigh) Meta · Proprietary
1560±27.0
› 40
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1558±10.0
› 41
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1549±11.0
› 42
gemini-3.6-flash-high Google · Proprietary
1549±13.0
› 43
muse-spark-1.1 Meta · Proprietary
1542±14.0
› 44
claude-sonnet-4-6 Anthropic · Proprietary
1540±9.0
› 45
hy3 腾讯 · Apache 2.0
1540±16.0
› 46
glm-5.1 智谱 ZAI · MIT
1539±13.0
› 47
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1537±14.0
› 48
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1530±10.0
› 49
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1528±15.0
› 50
seed-2.1-pro-preview 字节跳动 · Proprietary
1528±11.0
› 51
gemini-3.5-flash-high Google · Proprietary
1527±13.0
› 52
gemini-3.5-flash-medium Google · Proprietary
1525±11.0
› 53
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1520±11.0
› 54
qwen3.6-max-preview 阿里巴巴 · Proprietary
1512±27.0
› 55
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1509±41.0
› 56
kimi-k2.6 月之暗面 · Modified MIT
1498±14.0
› 57
mimo-v2.5-pro 小米 · MIT
1496±9.0
› 58
gpt-5.5 (codex-harness) OpenAI · Proprietary
1487±10.0
› 59
claude-opus-4-5-20251101 Anthropic · Proprietary
1483±13.0
› 60
kimi-k2.7-code 月之暗面 · Modified MIT
1478±17.0
› 61
minimax-m3 MiniMax · MiniMax Community License
1471±10.0
› 62
deepseek-v4-pro-high-preview DeepSeek · MIT
1471±11.0
› 63
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1471±42.0
› 64
qwen3.6-plus 阿里巴巴 · Proprietary
1468±10.0
› 65
gemini-3.1-pro-preview Google · Proprietary
1467±9.0
› 66
gemini-3-pro Google · Proprietary
1456±14.0
› 67
gemini-3-flash Google · Proprietary
1453±14.0
› 68
deepseek-v4-pro DeepSeek · MIT
1452±11.0
› 69
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1450±28.0
› 70
mimo-v2-pro 小米 · Proprietary
1437±17.0
› 71
deepseek-v4-flash-high-preview DeepSeek · MIT
1435±13.0
› 72
glm-5 智谱 ZAI · MIT
1435±16.0
› 73
mimo-v2.5 小米 · MIT
1434±11.0
› 74
gpt-5.2 OpenAI · Proprietary
1432±45.0
› 75
gpt-5-medium OpenAI · Proprietary
1429±26.0
› 76
kimi-k2.5-thinking 月之暗面 · Modified MIT
1427±9.0
› 77
glm-4.7 智谱 ZAI · MIT
1424±21.0
› 78
claude-opus-4-1-20250805 Anthropic · Proprietary
1422±17.0
› 79
gpt-5.4-mini-high OpenAI · Proprietary
1420±12.0
› 80
gpt-5.4 OpenAI · Proprietary
1419±21.0
› 81
glm-5v-turbo 智谱 ZAI · Proprietary
1410±26.0
› 82
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1405±25.0
› 83
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1404±13.0
› 84
gpt-5.1-medium OpenAI · Proprietary
1403±19.0
› 85
kimi-k2.5-instant 月之暗面 · Modified MIT
1401±24.0
› 86
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1400±9.0
› 87
gemini-3-flash (thinking-minimal) Google · Proprietary
1392±9.0
› 88
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1391±12.0
› 89
inkling Thinky · Apache 2.0
1390±11.0
› 90
minimax-m2.7 MiniMax · Modified MIT
1383±10.0
› 91
Inkling Small Thinky · Apache 2.0
1382±17.0
› 92
minimax-m2.5 MiniMax · Modified MIT
1380±16.0
› 93
solar-pro4 Upstage · Proprietary
1378±19.0
› 94
minimax-m2.1-preview MiniMax · MIT
1367±17.0
› 95
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1359±36.0
› 96
grok-4.3 SpaceXAI · Proprietary
1355±11.0
› 97
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1355±11.0
› 98
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1351±16.0
› 99
gemma-4-31b Google · Apache 2.0
1349±12.0
› 100
gpt-5.1 OpenAI · Proprietary
1348±14.0
› 101
qwen3.5-27b 阿里巴巴 · Apache 2.0
1348±16.0
› 102
gemma-4-26b-a4b Google · Apache 2.0
1346±42.0
› 103
deepseek-v3.2-thinking DeepSeek · MIT
1346±17.0
› 104
laguna-m.1 Poolside · Apache 2.0
1335±18.0
› 105
gpt-5.1-codex OpenAI · Proprietary
1333±19.0
› 106
muse-glimmer Meta · Apache-2.0
1332±28.0
› 107
glm-4.6 智谱 ZAI · MIT
1331±17.0
› 108
gpt-5.2-codex OpenAI · Proprietary
1329±17.0
› 109
mimo-v2-flash (non-thinking) 小米 · MIT
1320±18.0
› 110
claude-haiku-4-5-20251001 Anthropic · Proprietary
1317±9.0
› 111
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1312±13.0
› 112
deepseek-v3.2 DeepSeek · MIT
1294±15.0
› 113
laguna-xs.2 Poolside · Apache 2.0
1294±21.0
› 114
deepseek-v3.2-exp DeepSeek · MIT
1278±21.0
› 115
minimax-m2 MiniMax · Apache 2.0
1277±17.0
› 116
mimo-v2-flash (thinking) 小米 · MIT
1273±33.0
› 117
gemini-3.1-flash-lite-preview Google · Proprietary
1262±12.0
› 118
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1259±13.0
› 119
KAT-Coder-Pro-V1 · Proprietary
1256±30.0
› 120
trinity-large-thinking · Apache 2.0
1253±43.0
› 121
mistral-medium-3.5 Mistral · Modified MIT
1250±33.0
› 122
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1246±35.0
› 123
gpt-5.1-codex-mini OpenAI · Proprietary
1246±38.0
› 124
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1243±20.0
› 125
gemini-2.5-pro Google · Proprietary
1231±26.0
› 126
grok-4.1-thinking SpaceXAI · Proprietary
1229±43.0
› 127
mistral-large-3 Mistral · Apache 2.0
1208±46.0
› 128
qwen3.5-flash 阿里巴巴 · Proprietary
1200±42.0
› 129
mercury-2 Inception AI · Proprietary
1198±54.0
› 130
granite-4.1-8b IBM · Apache 2.0
1180±40.0
› 131
devstral-2 Mistral · Modified MIT
1176±42.0
› 132
grok-4-fast-reasoning SpaceXAI · Proprietary
1159±52.0
› 133
grok-code-fast-1 SpaceXAI · Proprietary
1148±56.0
› 134
devstral-medium-2507 Mistral · Proprietary
1035±63.0

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