排名 ⇕ 模型 ⇕
› 🥇
claude-opus-5.5-max Anthropic · Proprietary
1791±62.0
› 🥈
gpt-6-astra-max OpenAI · Proprietary
1759±33.0
› 🥉
claude-fable-5.1-max Anthropic · Proprietary
1708±30.0
› 4
gpt-6-sol-max OpenAI · Proprietary
1685±42.0
› 5
claude-opus-5-max Anthropic · Proprietary
1664±17.0
› 6
gemini-4-argon-high Google · Proprietary · Preliminary
1652±44.0
› 7
claude-sonnet-5.5-high Anthropic · Proprietary
1644±51.0
› 8
mimo-v2.6-pro 小米 · MIT
1643±47.0
› 9
claude-opus-5-high Anthropic · Proprietary
1636±16.0
› 10
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1634±41.0
› 11
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1619±24.0
› 12
kimi-k3-max 月之暗面 · Kimi K3 license
1613±17.0
› 13
muse-spark-1.3-max Meta · Proprietary
1611±24.0
› 14
deepseek-v4.1-flash-max DeepSeek · MIT
1607±35.0
› 15
claude-fable-5-high Anthropic · Proprietary
1607±17.0
› 16
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1597±16.0
› 17
glm-5.3-max 智谱 ZAI · MIT
1594±25.0
› 18
grok-4.6-high SpaceXAI · Proprietary
1592±25.0
› 19
muse-spark-1.3 (xHigh) Meta · Proprietary
1587±27.0
› 20
gemini-3.7-flash-high Google · Proprietary · Preliminary
1581±22.0
› 21
grok-4.7-xhigh SpaceXAI · Proprietary
1581±39.0
› 22
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1576±29.0
› 23
glm-5.2-max 智谱 ZAI · MIT
1567±17.0
› 24
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1561±29.0
› 25
qwen3.8-27b 阿里巴巴 · Apache 2.0
1560±20.0
› 26
deepseek-v4-flash-high DeepSeek · MIT
1560±31.0
› 27
claude-opus-4-8-high Anthropic · Proprietary
1554±14.0
› 28
glm-5.3-flash 智谱 ZAI · MIT
1553±22.0
› 29
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1553±30.0
› 30
grok-4.5 SpaceXAI · Proprietary
1552±19.0
› 31
gpt-6-luna-max OpenAI · Proprietary
1547±28.0
› 32
muse-spark-1.2 (xHigh) Meta · Proprietary
1545±45.0
› 33
claude-opus-4-7-high Anthropic · Proprietary
1544±14.0
› 34
muse-spark-1.1 Meta · Proprietary
1540±21.0
› 35
claude-opus-4-7 Anthropic · Proprietary
1538±14.0
› 36
claude-opus-4-6-high Anthropic · Proprietary
1537±14.0
› 37
gemini-3.8-flash-high Google · Proprietary · Preliminary
1536±23.0
› 38
step-5-preview-high 阶跃星辰 · Proprietary
1528±45.0
› 39
gemini-3.6-flash-high Google · Proprietary
1526±21.0
› 40
claude-opus-4-8 Anthropic · Proprietary
1524±14.0
› 41
claude-opus-4-6 Anthropic · Proprietary
1515±13.0
› 42
claude-sonnet-4-6 Anthropic · Proprietary
1509±12.0
› 43
claude-sonnet-5-high Anthropic · Proprietary
1507±17.0
› 44
hy3 腾讯 · Apache 2.0
1501±28.0
› 45
seed-2.1-pro-preview 字节跳动 · Proprietary
1501±18.0
› 46
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1499±20.0
› 47
glm-5.1 智谱 ZAI · MIT
1499±19.0
› 48
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1497±18.0
› 49
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1497±18.0
› 50
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1496±20.0
› 51
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1495±15.0
› 52
gemini-3.5-flash-medium Google · Proprietary
1489±18.0
› 53
kimi-k2.6 月之暗面 · Modified MIT
1488±18.0
› 54
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1484±50.0
› 55
gemini-3.5-flash-high Google · Proprietary
1478±20.0
› 56
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1476±13.0
› 57
minimax-m3 MiniMax · MiniMax Community License
1473±15.0
› 58
mimo-v2.5-pro 小米 · MIT
1471±14.0
› 59
qwen3.6-max-preview 阿里巴巴 · Proprietary
1461±33.0
› 60
qwen3.6-plus 阿里巴巴 · Proprietary
1455±14.0
› 61
deepseek-v4-pro-high-preview DeepSeek · MIT
1454±16.0
› 62
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1452±57.0
› 63
kimi-k2.7-code 月之暗面 · Modified MIT
1448±26.0
› 64
claude-opus-4-5-20251101 Anthropic · Proprietary
1447±18.0
› 65
minimax-m2.5 MiniMax · Modified MIT
1441±20.0
› 66
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1439±38.0
› 67
gpt-5.5 (codex-harness) OpenAI · Proprietary
1437±15.0
› 68
gemini-3.1-pro-preview Google · Proprietary
1436±12.0
› 69
mimo-v2.5 小米 · MIT
1434±15.0
› 70
deepseek-v4-pro DeepSeek · MIT
1431±15.0
› 71
kimi-k2.5-thinking 月之暗面 · Modified MIT
1430±13.0
› 72
mimo-v2-pro 小米 · Proprietary
1428±22.0
› 73
glm-5 智谱 ZAI · MIT
1422±21.0
› 74
glm-4.7 智谱 ZAI · MIT
1414±31.0
› 75
deepseek-v4-flash-high-preview DeepSeek · MIT
1411±17.0
› 76
gemini-3-flash Google · Proprietary
1410±20.0
› 77
gpt-5.4 OpenAI · Proprietary
1407±31.0
› 78
gemini-3-pro Google · Proprietary
1401±18.0
› 79
gpt-5.1-medium OpenAI · Proprietary
1399±32.0
› 80
minimax-m2.7 MiniMax · Modified MIT
1395±15.0
› 81
gpt-5-medium OpenAI · Proprietary
1394±45.0
› 82
gpt-5.2 OpenAI · Proprietary
1393±71.0
› 83
minimax-m2.1-preview MiniMax · MIT
1393±23.0
› 84
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1392±13.0
› 85
kimi-k2.5-instant 月之暗面 · Modified MIT
1391±31.0
› 86
gpt-5.4-mini-high OpenAI · Proprietary
1390±17.0
› 87
glm-5v-turbo 智谱 ZAI · Proprietary
1390±37.0
› 88
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1389±31.0
› 89
inkling Thinky · Apache 2.0
1384±19.0
› 90
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1382±17.0
› 91
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1380±18.0
› 92
claude-opus-4-1-20250805 Anthropic · Proprietary
1375±28.0
› 93
Inkling Small Thinky · Apache 2.0
1368±32.0
› 94
muse-glimmer Meta · Apache-2.0
1367±55.0
› 95
gemini-3-flash (thinking-minimal) Google · Proprietary
1366±12.0
› 96
deepseek-v3.2-thinking DeepSeek · MIT
1364±23.0
› 97
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1362±48.0
› 98
solar-pro4 Upstage · Proprietary
1359±34.0
› 99
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1357±20.0
› 100
qwen3.5-27b 阿里巴巴 · Apache 2.0
1356±21.0
› 101
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1355±14.0
› 102
laguna-m.1 Poolside · Apache 2.0
1349±26.0
› 103
mimo-v2-flash (non-thinking) 小米 · MIT
1342±25.0
› 104
grok-4.3 SpaceXAI · Proprietary
1342±15.0
› 105
gpt-5.2-codex OpenAI · Proprietary
1340±23.0
› 106
glm-4.6 智谱 ZAI · MIT
1338±28.0
› 107
gpt-5.1 OpenAI · Proprietary
1335±20.0
› 108
gemma-4-31b Google · Apache 2.0
1327±20.0
› 109
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1324±18.0
› 110
claude-haiku-4-5-20251001 Anthropic · Proprietary
1321±12.0
› 111
deepseek-v3.2 DeepSeek · MIT
1312±20.0
› 112
gpt-5.1-codex OpenAI · Proprietary
1310±32.0
› 113
gemma-4-26b-a4b Google · Apache 2.0
1305±53.0
› 114
minimax-m2 MiniMax · Apache 2.0
1294±27.0
› 115
laguna-xs.2 Poolside · Apache 2.0
1285±28.0
› 116
mistral-medium-3.5 Mistral · Modified MIT
1284±39.0
› 117
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1264±19.0
› 118
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1254±27.0
› 119
mimo-v2-flash (thinking) 小米 · MIT
1246±47.0
› 120
deepseek-v3.2-exp DeepSeek · MIT
1241±37.0
› 121
gemini-3.1-flash-lite-preview Google · Proprietary
1241±17.0
› 122
gemini-2.5-pro Google · Proprietary
1235±44.0
› 123
grok-4.1-thinking SpaceXAI · Proprietary
1224±72.0
› 124
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1222±47.0
› 125
trinity-large-thinking · Apache 2.0
1204±64.0
› 126
gpt-5.1-codex-mini OpenAI · Proprietary
1198±67.0
› 127
qwen3.5-flash 阿里巴巴 · Proprietary
1193±56.0
› 128
KAT-Coder-Pro-V1 · Proprietary
1175±72.0
› 129
grok-code-fast-1 SpaceXAI · Proprietary
1164±75.0
› 130
devstral-2 Mistral · Modified MIT
1163±59.0
› 131
granite-4.1-8b IBM · Apache 2.0
1139±56.0

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