排名 ⇕ 模型 ⇕
› 🥇
claude-opus-5.5-max Anthropic · Proprietary
1926±57.0
› 🥈
gpt-6-astra-max OpenAI · Proprietary
1884±26.0
› 🥉
gpt-6.1-sol-max OpenAI · Proprietary
1846±46.0
› 4
claude-fable-5.1-max Anthropic · Proprietary
1832±26.0
› 5
claude-sonnet-5.5-high Anthropic · Proprietary
1795±43.0
› 6
gemini-4-argon-high Google · Proprietary · Preliminary
1755±40.0
› 7
gpt-6-sol-max OpenAI · Proprietary
1754±29.0
› 8
claude-opus-5-max Anthropic · Proprietary
1752±15.0
› 9
claude-opus-5-high Anthropic · Proprietary
1725±13.0
› 10
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1703±24.0
› 11
grok-4.7-xhigh SpaceXAI · Proprietary
1700±30.0
› 12
muse-spark-1.3-max Meta · Proprietary
1700±20.0
› 13
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1697±19.0
› 14
kimi-k3-max 月之暗面 · Kimi K3 license
1682±14.0
› 15
claude-fable-5-high Anthropic · Proprietary
1678±16.0
› 16
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1676±30.0
› 17
grok-4.6-high SpaceXAI · Proprietary
1658±19.0
› 18
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1658±21.0
› 19
glm-5.3-max 智谱 ZAI · MIT
1649±20.0
› 20
mimo-v2.6-pro 小米 · MIT
1648±31.0
› 21
muse-spark-1.3 (xHigh) Meta · Proprietary
1647±22.0
› 22
glm-5.2-max 智谱 ZAI · MIT
1637±15.0
› 23
glm-5.3-flash 智谱 ZAI · MIT
1635±17.0
› 24
deepseek-v4.1-flash-max DeepSeek · MIT
1633±26.0
› 25
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1631±14.0
› 26
gemini-3.7-flash-high Google · Proprietary · Preliminary
1628±17.0
› 27
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1622±26.0
› 28
gemini-3.8-flash-high Google · Proprietary · Preliminary
1610±19.0
› 29
gpt-6-luna-max OpenAI · Proprietary
1608±21.0
› 30
qwen3.8-27b 阿里巴巴 · Apache 2.0
1596±16.0
› 31
step-5-preview-high 阶跃星辰 · Proprietary
1576±34.0
› 32
claude-opus-4-8-high Anthropic · Proprietary
1575±13.0
› 33
claude-opus-4-7-high Anthropic · Proprietary
1573±14.0
› 34
grok-4.5 SpaceXAI · Proprietary
1573±16.0
› 35
deepseek-v4-flash-high DeepSeek · MIT
1572±24.0
› 36
claude-opus-4-7 Anthropic · Proprietary
1568±13.0
› 37
claude-opus-4-6-high Anthropic · Proprietary
1565±13.0
› 38
gemini-3.6-flash-high Google · Proprietary
1553±20.0
› 39
claude-sonnet-5-high Anthropic · Proprietary
1553±15.0
› 40
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1548±14.0
› 41
claude-opus-4-6 Anthropic · Proprietary
1546±12.0
› 42
muse-spark-1.1 Meta · Proprietary
1545±19.0
› 43
glm-5.1 智谱 ZAI · MIT
1542±18.0
› 44
hy3 腾讯 · Apache 2.0
1539±23.0
› 45
claude-opus-4-8 Anthropic · Proprietary
1537±13.0
› 46
qwen3.6-max-preview 阿里巴巴 · Proprietary
1526±35.0
› 47
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1525±15.0
› 48
gemini-3.5-flash-high Google · Proprietary
1523±18.0
› 49
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1523±19.0
› 50
claude-sonnet-4-6 Anthropic · Proprietary
1518±12.0
› 51
muse-spark-1.2 (xHigh) Meta · Proprietary
1515±34.0
› 52
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1510±13.0
› 53
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1509±15.0
› 54
gemini-3.5-flash-medium Google · Proprietary
1506±16.0
› 55
seed-2.1-pro-preview 字节跳动 · Proprietary
1506±15.0
› 56
kimi-k2.6 月之暗面 · Modified MIT
1502±18.0
› 57
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1500±18.0
› 58
mimo-v2.5-pro 小米 · MIT
1486±12.0
› 59
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1483±58.0
› 60
gpt-5.5 (codex-harness) OpenAI · Proprietary
1475±14.0
› 61
gemini-3.1-pro-preview Google · Proprietary
1474±12.0
› 62
qwen3.6-plus 阿里巴巴 · Proprietary
1471±13.0
› 63
claude-opus-4-5-20251101 Anthropic · Proprietary
1467±16.0
› 64
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1466±59.0
› 65
kimi-k2.7-code 月之暗面 · Modified MIT
1466±24.0
› 66
deepseek-v4-pro-high-preview DeepSeek · MIT
1465±15.0
› 67
minimax-m3 MiniMax · MiniMax Community License
1461±13.0
› 68
gemini-3-pro Google · Proprietary
1454±16.0
› 69
deepseek-v4-pro DeepSeek · MIT
1441±15.0
› 70
glm-5 智谱 ZAI · MIT
1439±20.0
› 71
mimo-v2-pro 小米 · Proprietary
1435±21.0
› 72
minimax-m2.5 MiniMax · Modified MIT
1433±20.0
› 73
kimi-k2.5-thinking 月之暗面 · Modified MIT
1428±13.0
› 74
gemini-3-flash Google · Proprietary
1422±17.0
› 75
gpt-5.4 OpenAI · Proprietary
1421±28.0
› 76
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1419±39.0
› 77
mimo-v2.5 小米 · MIT
1418±15.0
› 78
gpt-5.2 OpenAI · Proprietary
1414±50.0
› 79
deepseek-v4-flash-high-preview DeepSeek · MIT
1414±18.0
› 80
gpt-5.4-mini-high OpenAI · Proprietary
1406±17.0
› 81
glm-4.7 智谱 ZAI · MIT
1405±25.0
› 82
Inkling Small Thinky · Apache 2.0
1395±24.0
› 83
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1393±16.0
› 84
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1391±32.0
› 85
minimax-m2.7 MiniMax · Modified MIT
1385±14.0
› 86
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1383±12.0
› 87
minimax-m2.1-preview MiniMax · MIT
1383±19.0
› 88
kimi-k2.5-instant 月之暗面 · Modified MIT
1380±30.0
› 89
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1380±15.0
› 90
gpt-5-medium OpenAI · Proprietary
1380±31.0
› 91
inkling Thinky · Apache 2.0
1379±15.0
› 92
gemini-3-flash (thinking-minimal) Google · Proprietary
1377±12.0
› 93
gpt-5.1-medium OpenAI · Proprietary
1377±24.0
› 94
claude-opus-4-1-20250805 Anthropic · Proprietary
1376±21.0
› 95
solar-pro4 Upstage · Proprietary
1374±25.0
› 96
muse-glimmer Meta · Apache-2.0
1369±38.0
› 97
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1369±49.0
› 98
glm-5v-turbo 智谱 ZAI · Proprietary
1364±35.0
› 99
gemma-4-31b Google · Apache 2.0
1359±15.0
› 100
grok-4.3 SpaceXAI · Proprietary
1357±15.0
› 101
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1350±15.0
› 102
deepseek-v3.2-thinking DeepSeek · MIT
1347±21.0
› 103
qwen3.5-27b 阿里巴巴 · Apache 2.0
1333±21.0
› 104
gpt-5.2-codex OpenAI · Proprietary
1333±21.0
› 105
gemma-4-26b-a4b Google · Apache 2.0
1330±51.0
› 106
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1329±21.0
› 107
laguna-m.1 Poolside · Apache 2.0
1327±25.0
› 108
gpt-5.1-codex OpenAI · Proprietary
1327±24.0
› 109
gpt-5.1 OpenAI · Proprietary
1324±18.0
› 110
mimo-v2-flash (non-thinking) 小米 · MIT
1323±22.0
› 111
glm-4.6 智谱 ZAI · MIT
1320±21.0
› 112
claude-haiku-4-5-20251001 Anthropic · Proprietary
1311±11.0
› 113
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1301±16.0
› 114
deepseek-v3.2 DeepSeek · MIT
1296±19.0
› 115
mistral-medium-3.5 Mistral · Modified MIT
1294±39.0
› 116
laguna-xs.2 Poolside · Apache 2.0
1292±29.0
› 117
mimo-v2-flash (thinking) 小米 · MIT
1274±42.0
› 118
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1268±17.0
› 119
deepseek-v3.2-exp DeepSeek · MIT
1260±27.0
› 120
minimax-m2 MiniMax · Apache 2.0
1259±21.0
› 121
gemini-3.1-flash-lite-preview Google · Proprietary
1259±17.0
› 122
mistral-large-3 Mistral · Apache 2.0
1253±61.0
› 123
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1249±26.0
› 124
KAT-Coder-Pro-V1 · Proprietary
1246±46.0
› 125
trinity-large-thinking · Apache 2.0
1243±54.0
› 126
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1240±47.0
› 127
gpt-5.1-codex-mini OpenAI · Proprietary
1229±46.0
› 128
mercury-2 Inception AI · Proprietary
1212±71.0
› 129
gemini-2.5-pro Google · Proprietary
1206±33.0
› 130
qwen3.5-flash 阿里巴巴 · Proprietary
1186±64.0
› 131
granite-4.1-8b IBM · Apache 2.0
1168±46.0
› 132
devstral-2 Mistral · Modified MIT
1144±53.0
› 133
grok-code-fast-1 SpaceXAI · Proprietary
1142±67.0
› 134
grok-4.1-thinking SpaceXAI · Proprietary
1134±62.0
› 135
grok-4-fast-reasoning SpaceXAI · Proprietary
1129±65.0
› 136
devstral-medium-2507 Mistral · Proprietary
1043±70.0

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