排名 ⇕ 模型 ⇕
› 🥇
claude-opus-5.5-max Anthropic · Proprietary
1924±57.0
› 🥈
gpt-6-astra-max OpenAI · Proprietary
1888±27.0
› 🥉
claude-fable-5.1-max Anthropic · Proprietary
1831±26.0
› 4
claude-sonnet-5.5-high Anthropic · Proprietary
1823±61.0
› 5
gpt-6-sol-max OpenAI · Proprietary
1771±31.0
› 6
claude-opus-5-max Anthropic · Proprietary
1753±16.0
› 7
claude-opus-5-high Anthropic · Proprietary
1724±13.0
› 8
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1702±24.0
› 9
muse-spark-1.3-max Meta · Proprietary
1700±21.0
› 10
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1697±19.0
› 11
grok-4.7-xhigh SpaceXAI · Proprietary
1693±31.0
› 12
kimi-k3-max 月之暗面 · Kimi K3 license
1683±15.0
› 13
claude-fable-5-high Anthropic · Proprietary
1678±16.0
› 14
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1675±30.0
› 15
grok-4.6-high SpaceXAI · Proprietary
1658±19.0
› 16
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1655±21.0
› 17
mimo-v2.6-pro 小米 · MIT
1648±30.0
› 18
glm-5.3-max 智谱 ZAI · MIT
1647±20.0
› 19
muse-spark-1.3 (xHigh) Meta · Proprietary
1647±22.0
› 20
glm-5.2-max 智谱 ZAI · MIT
1636±16.0
› 21
glm-5.3-flash 智谱 ZAI · MIT
1633±17.0
› 22
deepseek-v4.1-flash-max DeepSeek · MIT
1633±26.0
› 23
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1632±14.0
› 24
gemini-3.7-flash-high Google · Proprietary · Preliminary
1627±17.0
› 25
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1621±26.0
› 26
gpt-6-luna-max OpenAI · Proprietary
1609±22.0
› 27
gemini-3.8-flash-high Google · Proprietary · Preliminary
1609±19.0
› 28
qwen3.8-27b 阿里巴巴 · Apache 2.0
1596±16.0
› 29
claude-opus-4-7-high Anthropic · Proprietary
1575±14.0
› 30
claude-opus-4-8-high Anthropic · Proprietary
1574±13.0
› 31
grok-4.5 SpaceXAI · Proprietary
1572±16.0
› 32
deepseek-v4-flash-high DeepSeek · MIT
1571±24.0
› 33
claude-opus-4-7 Anthropic · Proprietary
1570±14.0
› 34
claude-opus-4-6-high Anthropic · Proprietary
1564±13.0
› 35
step-5-preview-high 阶跃星辰 · Proprietary
1564±35.0
› 36
gemini-3.6-flash-high Google · Proprietary
1554±20.0
› 37
claude-sonnet-5-high Anthropic · Proprietary
1551±15.0
› 38
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1547±14.0
› 39
claude-opus-4-6 Anthropic · Proprietary
1547±12.0
› 40
muse-spark-1.1 Meta · Proprietary
1544±19.0
› 41
glm-5.1 智谱 ZAI · MIT
1542±18.0
› 42
hy3 腾讯 · Apache 2.0
1540±23.0
› 43
claude-opus-4-8 Anthropic · Proprietary
1537±13.0
› 44
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1527±15.0
› 45
qwen3.6-max-preview 阿里巴巴 · Proprietary
1524±34.0
› 46
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1523±19.0
› 47
gemini-3.5-flash-high Google · Proprietary
1523±18.0
› 48
claude-sonnet-4-6 Anthropic · Proprietary
1518±12.0
› 49
muse-spark-1.2 (xHigh) Meta · Proprietary
1514±34.0
› 50
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1510±13.0
› 51
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1510±15.0
› 52
gemini-3.5-flash-medium Google · Proprietary
1506±16.0
› 53
seed-2.1-pro-preview 字节跳动 · Proprietary
1505±15.0
› 54
kimi-k2.6 月之暗面 · Modified MIT
1500±18.0
› 55
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1499±18.0
› 56
mimo-v2.5-pro 小米 · MIT
1486±13.0
› 57
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1483±58.0
› 58
gpt-5.5 (codex-harness) OpenAI · Proprietary
1476±14.0
› 59
gemini-3.1-pro-preview Google · Proprietary
1474±12.0
› 60
qwen3.6-plus 阿里巴巴 · Proprietary
1471±13.0
› 61
claude-opus-4-5-20251101 Anthropic · Proprietary
1467±16.0
› 62
kimi-k2.7-code 月之暗面 · Modified MIT
1466±24.0
› 63
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1466±59.0
› 64
deepseek-v4-pro-high-preview DeepSeek · MIT
1465±15.0
› 65
minimax-m3 MiniMax · MiniMax Community License
1462±13.0
› 66
gemini-3-pro Google · Proprietary
1453±16.0
› 67
deepseek-v4-pro DeepSeek · MIT
1442±15.0
› 68
glm-5 智谱 ZAI · MIT
1439±20.0
› 69
mimo-v2-pro 小米 · Proprietary
1435±21.0
› 70
minimax-m2.5 MiniMax · Modified MIT
1433±20.0
› 71
kimi-k2.5-thinking 月之暗面 · Modified MIT
1428±13.0
› 72
gpt-5.4 OpenAI · Proprietary
1422±28.0
› 73
gemini-3-flash Google · Proprietary
1422±17.0
› 74
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1419±39.0
› 75
mimo-v2.5 小米 · MIT
1418±15.0
› 76
deepseek-v4-flash-high-preview DeepSeek · MIT
1413±18.0
› 77
gpt-5.2 OpenAI · Proprietary
1412±50.0
› 78
gpt-5.4-mini-high OpenAI · Proprietary
1406±17.0
› 79
glm-4.7 智谱 ZAI · MIT
1404±25.0
› 80
Inkling Small Thinky · Apache 2.0
1395±24.0
› 81
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1393±16.0
› 82
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1391±32.0
› 83
minimax-m2.7 MiniMax · Modified MIT
1384±14.0
› 84
minimax-m2.1-preview MiniMax · MIT
1383±19.0
› 85
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1382±12.0
› 86
kimi-k2.5-instant 月之暗面 · Modified MIT
1381±30.0
› 87
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1380±15.0
› 88
gpt-5-medium OpenAI · Proprietary
1380±31.0
› 89
inkling Thinky · Apache 2.0
1378±15.0
› 90
gemini-3-flash (thinking-minimal) Google · Proprietary
1377±12.0
› 91
claude-opus-4-1-20250805 Anthropic · Proprietary
1376±21.0
› 92
gpt-5.1-medium OpenAI · Proprietary
1376±24.0
› 93
solar-pro4 Upstage · Proprietary
1375±25.0
› 94
muse-glimmer Meta · Apache-2.0
1369±38.0
› 95
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1367±48.0
› 96
glm-5v-turbo 智谱 ZAI · Proprietary
1364±35.0
› 97
gemma-4-31b Google · Apache 2.0
1359±15.0
› 98
grok-4.3 SpaceXAI · Proprietary
1358±15.0
› 99
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1350±15.0
› 100
deepseek-v3.2-thinking DeepSeek · MIT
1347±21.0
› 101
gpt-5.2-codex OpenAI · Proprietary
1333±21.0
› 102
qwen3.5-27b 阿里巴巴 · Apache 2.0
1332±21.0
› 103
gemma-4-26b-a4b Google · Apache 2.0
1329±51.0
› 104
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1329±20.0
› 105
laguna-m.1 Poolside · Apache 2.0
1328±25.0
› 106
gpt-5.1-codex OpenAI · Proprietary
1327±24.0
› 107
gpt-5.1 OpenAI · Proprietary
1323±18.0
› 108
mimo-v2-flash (non-thinking) 小米 · MIT
1323±22.0
› 109
glm-4.6 智谱 ZAI · MIT
1320±21.0
› 110
claude-haiku-4-5-20251001 Anthropic · Proprietary
1311±11.0
› 111
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1301±16.0
› 112
deepseek-v3.2 DeepSeek · MIT
1296±19.0
› 113
mistral-medium-3.5 Mistral · Modified MIT
1293±39.0
› 114
laguna-xs.2 Poolside · Apache 2.0
1292±29.0
› 115
mimo-v2-flash (thinking) 小米 · MIT
1274±42.0
› 116
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1268±17.0
› 117
deepseek-v3.2-exp DeepSeek · MIT
1260±27.0
› 118
minimax-m2 MiniMax · Apache 2.0
1259±21.0
› 119
gemini-3.1-flash-lite-preview Google · Proprietary
1258±17.0
› 120
mistral-large-3 Mistral · Apache 2.0
1252±61.0
› 121
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1249±26.0
› 122
KAT-Coder-Pro-V1 · Proprietary
1249±46.0
› 123
trinity-large-thinking · Apache 2.0
1243±54.0
› 124
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1240±47.0
› 125
gpt-5.1-codex-mini OpenAI · Proprietary
1228±46.0
› 126
mercury-2 Inception AI · Proprietary
1212±71.0
› 127
gemini-2.5-pro Google · Proprietary
1206±33.0
› 128
qwen3.5-flash 阿里巴巴 · Proprietary
1186±64.0
› 129
granite-4.1-8b IBM · Apache 2.0
1165±46.0
› 130
devstral-2 Mistral · Modified MIT
1143±53.0
› 131
grok-code-fast-1 SpaceXAI · Proprietary
1142±67.0
› 132
grok-4.1-thinking SpaceXAI · Proprietary
1134±62.0
› 133
grok-4-fast-reasoning SpaceXAI · Proprietary
1129±65.0
› 134
devstral-medium-2507 Mistral · Proprietary
1043±70.0

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