排名 ⇕ 模型 ⇕
› 🥇
claude-opus-5.5-max Anthropic · Proprietary
1846±44.0
› 🥈
gpt-6-astra-max OpenAI · Proprietary
1825±24.0
› 🥉
claude-fable-5.1-max Anthropic · Proprietary
1806±22.0
› 4
gpt-6.1-sol-max OpenAI · Proprietary
1793±49.0
› 5
claude-sonnet-5.5-high Anthropic · Proprietary
1779±39.0
› 6
gemini-4-argon-high Google · Proprietary · Preliminary
1729±33.0
› 7
gpt-6-sol-max OpenAI · Proprietary
1728±28.0
› 8
claude-opus-5-max Anthropic · Proprietary
1713±13.0
› 9
claude-opus-5-high Anthropic · Proprietary
1683±11.0
› 10
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1683±28.0
› 11
kimi-k3-max 月之暗面 · Kimi K3 license
1679±13.0
› 12
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1671±17.0
› 13
muse-spark-1.3-max Meta · Proprietary
1667±18.0
› 14
claude-fable-5-high Anthropic · Proprietary
1655±13.0
› 15
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1655±12.0
› 16
grok-4.7-xhigh SpaceXAI · Proprietary
1654±28.0
› 17
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1653±21.0
› 18
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1647±20.0
› 19
mimo-v2.6-pro 小米 · MIT
1643±29.0
› 20
glm-5.3-max 智谱 ZAI · MIT
1641±18.0
› 21
grok-4.6-high SpaceXAI · Proprietary
1637±17.0
› 22
glm-5.3-flash 智谱 ZAI · MIT
1626±15.0
› 23
muse-spark-1.3 (xHigh) Meta · Proprietary
1621±20.0
› 24
deepseek-v4.1-flash-max DeepSeek · MIT
1618±23.0
› 25
glm-5.2-max 智谱 ZAI · MIT
1604±12.0
› 26
qwen3.8-27b 阿里巴巴 · Apache 2.0
1597±14.0
› 27
gemini-3.7-flash-high Google · Proprietary · Preliminary
1596±16.0
› 28
gemini-3.8-flash-high Google · Proprietary · Preliminary
1589±16.0
› 29
gpt-6-luna-max OpenAI · Proprietary
1585±21.0
› 30
claude-opus-4-7-high Anthropic · Proprietary
1582±10.0
› 31
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1581±21.0
› 32
step-5-preview-high 阶跃星辰 · Proprietary
1581±32.0
› 33
claude-opus-4-8-high Anthropic · Proprietary
1577±10.0
› 34
deepseek-v4-flash-high DeepSeek · MIT
1576±20.0
› 35
grok-4.5 SpaceXAI · Proprietary
1575±14.0
› 36
claude-opus-4-7 Anthropic · Proprietary
1572±10.0
› 37
claude-opus-4-6-high Anthropic · Proprietary
1561±10.0
› 38
muse-spark-1.1 Meta · Proprietary
1557±17.0
› 39
claude-opus-4-8 Anthropic · Proprietary
1554±10.0
› 40
claude-sonnet-5-high Anthropic · Proprietary
1552±13.0
› 41
claude-opus-4-6 Anthropic · Proprietary
1550±9.0
› 42
muse-spark-1.2 (xHigh) Meta · Proprietary
1548±31.0
› 43
gemini-3.6-flash-high Google · Proprietary
1539±16.0
› 44
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1537±13.0
› 45
glm-5.1 智谱 ZAI · MIT
1535±13.0
› 46
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1534±10.0
› 47
claude-sonnet-4-6 Anthropic · Proprietary
1530±9.0
› 48
seed-2.1-pro-preview 字节跳动 · Proprietary
1526±12.0
› 49
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1525±13.0
› 50
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1519±14.0
› 51
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1519±14.0
› 52
hy3 腾讯 · Apache 2.0
1510±20.0
› 53
kimi-k2.6 月之暗面 · Modified MIT
1509±13.0
› 54
gemini-3.5-flash-high Google · Proprietary
1504±14.0
› 55
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1499±10.0
› 56
gemini-3.5-flash-medium Google · Proprietary
1493±13.0
› 57
kimi-k2.7-code 月之暗面 · Modified MIT
1482±18.0
› 58
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1479±34.0
› 59
minimax-m3 MiniMax · MiniMax Community License
1476±11.0
› 60
mimo-v2.5-pro 小米 · MIT
1475±9.0
› 61
deepseek-v4-pro-high-preview DeepSeek · MIT
1475±11.0
› 62
claude-opus-4-5-20251101 Anthropic · Proprietary
1473±12.0
› 63
qwen3.6-max-preview 阿里巴巴 · Proprietary
1472±23.0
› 64
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1471±33.0
› 65
qwen3.6-plus 阿里巴巴 · Proprietary
1465±10.0
› 66
gpt-5.5 (codex-harness) OpenAI · Proprietary
1465±10.0
› 67
gemini-3.1-pro-preview Google · Proprietary
1455±9.0
› 68
deepseek-v4-pro DeepSeek · MIT
1454±11.0
› 69
gemini-3-pro Google · Proprietary
1451±13.0
› 70
mimo-v2.5 小米 · MIT
1447±10.0
› 71
mimo-v2-pro 小米 · Proprietary
1444±14.0
› 72
glm-5 智谱 ZAI · MIT
1443±15.0
› 73
gemini-3-flash Google · Proprietary
1442±14.0
› 74
deepseek-v4-flash-high-preview DeepSeek · MIT
1442±12.0
› 75
kimi-k2.5-thinking 月之暗面 · Modified MIT
1440±9.0
› 76
glm-4.7 智谱 ZAI · MIT
1436±21.0
› 77
gpt-5-medium OpenAI · Proprietary
1419±24.0
› 78
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1418±26.0
› 79
kimi-k2.5-instant 月之暗面 · Modified MIT
1417±24.0
› 80
claude-opus-4-1-20250805 Anthropic · Proprietary
1414±17.0
› 81
gpt-5.4 OpenAI · Proprietary
1412±23.0
› 82
gpt-5.4-mini-high OpenAI · Proprietary
1410±12.0
› 83
inkling Thinky · Apache 2.0
1402±14.0
› 84
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1398±9.0
› 85
Inkling Small Thinky · Apache 2.0
1398±20.0
› 86
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1394±12.0
› 87
gpt-5.2 OpenAI · Proprietary
1394±43.0
› 88
gpt-5.1-medium OpenAI · Proprietary
1393±19.0
› 89
minimax-m2.7 MiniMax · Modified MIT
1391±11.0
› 90
gemini-3-flash (thinking-minimal) Google · Proprietary
1388±9.0
› 91
glm-5v-turbo 智谱 ZAI · Proprietary
1388±32.0
› 92
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1386±12.0
› 93
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1385±21.0
› 94
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1380±10.0
› 95
minimax-m2.1-preview MiniMax · MIT
1372±16.0
› 96
muse-glimmer Meta · Apache-2.0
1368±35.0
› 97
solar-pro4 Upstage · Proprietary
1367±24.0
› 98
minimax-m2.5 MiniMax · Modified MIT
1367±15.0
› 99
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1363±14.0
› 100
qwen3.5-27b 阿里巴巴 · Apache 2.0
1361±14.0
› 101
gemma-4-26b-a4b Google · Apache 2.0
1360±33.0
› 102
grok-4.3 SpaceXAI · Proprietary
1360±11.0
› 103
deepseek-v3.2-thinking DeepSeek · MIT
1354±16.0
› 104
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1353±32.0
› 105
gpt-5.2-codex OpenAI · Proprietary
1350±16.0
› 106
gemma-4-31b Google · Apache 2.0
1349±13.0
› 107
laguna-m.1 Poolside · Apache 2.0
1349±18.0
› 108
gpt-5.1 OpenAI · Proprietary
1344±13.0
› 109
glm-4.6 智谱 ZAI · MIT
1337±17.0
› 110
gpt-5.1-codex OpenAI · Proprietary
1333±19.0
› 111
mimo-v2-flash (non-thinking) 小米 · MIT
1320±17.0
› 112
deepseek-v3.2 DeepSeek · MIT
1318±14.0
› 113
claude-haiku-4-5-20251001 Anthropic · Proprietary
1318±8.0
› 114
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1313±12.0
› 115
minimax-m2 MiniMax · Apache 2.0
1290±17.0
› 116
laguna-xs.2 Poolside · Apache 2.0
1289±20.0
› 117
mistral-medium-3.5 Mistral · Modified MIT
1277±26.0
› 118
deepseek-v3.2-exp DeepSeek · MIT
1273±21.0
› 119
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1265±13.0
› 120
mimo-v2-flash (thinking) 小米 · MIT
1263±31.0
› 121
gemini-3.1-flash-lite-preview Google · Proprietary
1259±11.0
› 122
KAT-Coder-Pro-V1 · Proprietary
1256±33.0
› 123
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1251±31.0
› 124
qwen3.5-flash 阿里巴巴 · Proprietary
1241±35.0
› 125
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1236±19.0
› 126
gpt-5.1-codex-mini OpenAI · Proprietary
1234±37.0
› 127
trinity-large-thinking · Apache 2.0
1230±40.0
› 128
gemini-2.5-pro Google · Proprietary
1226±26.0
› 129
granite-4.1-8b IBM · Apache 2.0
1217±31.0
› 130
grok-4.1-thinking SpaceXAI · Proprietary
1217±45.0
› 131
mistral-large-3 Mistral · Apache 2.0
1211±48.0
› 132
mercury-2 Inception AI · Proprietary
1184±46.0
› 133
devstral-2 Mistral · Modified MIT
1182±39.0
› 134
grok-code-fast-1 SpaceXAI · Proprietary
1179±51.0
› 135
grok-4-fast-reasoning SpaceXAI · Proprietary
1149±53.0
› 136
devstral-medium-2507 Mistral · Proprietary
1083±56.0

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