排名 模型
🥇
gpt-6-astra-max OpenAI · Proprietary
1746±43.0
🥈
claude-opus-5-max Anthropic · Proprietary
1677±20.0
🥉
claude-fable-5.1-max Anthropic · Proprietary
1676±40.0
4
claude-fable-5-high Anthropic · Proprietary
1663±20.0
5
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1661±45.0
6
claude-opus-5-high Anthropic · Proprietary
1651±18.0
7
kimi-k3-max 月之暗面 · Kimi K3 license
1648±32.0
8
muse-spark-1.3 (xHigh) Meta · Proprietary
1637±45.0
9
muse-spark-1.3-max Meta · Proprietary
1636±36.0
10
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1626±34.0
11
gemini-3.7-flash-high Google · Proprietary · Preliminary
1625±36.0
12
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1614±19.0
13
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1613±41.0
14
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1612±33.0
15
grok-4.6-high SpaceXAI · Proprietary
1610±28.0
16
gemini-3.8-flash-high Google · Proprietary · Preliminary
1608±37.0
17
deepseek-v4.1-flash-max DeepSeek · MIT
1583±49.0
18
qwen3.8-27b 阿里巴巴 · Apache 2.0
1579±27.0
19
glm-5.3-max 智谱 ZAI · MIT
1579±30.0
20
grok-4.5 SpaceXAI · Proprietary
1568±21.0
21
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1562±29.0
22
claude-opus-4-7 Anthropic · Proprietary
1561±15.0
23
claude-opus-4-6-high Anthropic · Proprietary
1559±14.0
24
deepseek-v4-flash-high DeepSeek · MIT
1555±27.0
25
claude-opus-4-8-high Anthropic · Proprietary
1553±17.0
26
claude-opus-4-7-high Anthropic · Proprietary
1550±14.0
27
claude-opus-4-6 Anthropic · Proprietary
1549±13.0
28
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1547±16.0
29
gemini-3.6-flash-high Google · Proprietary
1546±21.0
30
glm-5.3-flash 智谱 ZAI · MIT
1543±34.0
31
muse-spark-1.1 Meta · Proprietary
1543±22.0
32
glm-5.2-max 智谱 ZAI · MIT
1538±19.0
33
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1536±22.0
34
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1535±15.0
35
muse-spark-1.2 (xHigh) Meta · Proprietary
1535±41.0
36
claude-sonnet-4-6 Anthropic · Proprietary
1528±12.0
37
claude-sonnet-5-high Anthropic · Proprietary
1527±20.0
38
claude-opus-4-8 Anthropic · Proprietary
1527±16.0
39
gemini-3.5-flash-medium Google · Proprietary
1521±18.0
40
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1520±20.0
41
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1519±22.0
42
gemini-3.5-flash-high Google · Proprietary
1518±20.0
43
glm-5.1 智谱 ZAI · MIT
1515±19.0
44
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1512±13.0
45
gpt-5.5 (codex-harness) OpenAI · Proprietary
1498±15.0
46
qwen3.6-max-preview 阿里巴巴 · Proprietary
1495±35.0
47
kimi-k2.6 月之暗面 · Modified MIT
1493±19.0
48
gemini-3.1-pro-preview Google · Proprietary
1491±13.0
49
seed-2.1-pro-preview 字节跳动 · Proprietary
1489±19.0
50
claude-opus-4-5-20251101 Anthropic · Proprietary
1481±12.0
51
mimo-v2.5-pro 小米 · MIT
1479±15.0
52
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1477±62.0
53
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1475±54.0
54
hy3 腾讯 · Apache 2.0
1472±31.0
55
gemini-3-pro Google · Proprietary
1469±12.0
56
deepseek-v4-pro-high-preview DeepSeek · MIT
1469±16.0
57
minimax-m3 MiniMax · MiniMax Community License
1465±16.0
58
qwen3.6-plus 阿里巴巴 · Proprietary
1460±14.0
59
kimi-k2.7-code 月之暗面 · Modified MIT
1460±25.0
60
glm-5 智谱 ZAI · MIT
1453±22.0
61
glm-4.7 智谱 ZAI · MIT
1446±14.0
62
gemini-3-flash Google · Proprietary
1443±12.0
63
mimo-v2-pro 小米 · Proprietary
1438±21.0
64
deepseek-v4-pro DeepSeek · MIT
1435±16.0
65
gpt-5-medium OpenAI · Proprietary
1429±17.0
66
mimo-v2.5 小米 · MIT
1428±16.0
67
kimi-k2.5-thinking 月之暗面 · Modified MIT
1428±13.0
68
gpt-5.2 OpenAI · Proprietary
1427±24.0
69
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1426±32.0
70
gpt-5.4 OpenAI · Proprietary
1423±36.0
71
gpt-5.4-mini-high OpenAI · Proprietary
1421±17.0
72
deepseek-v4-flash-high-preview DeepSeek · MIT
1421±19.0
73
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1421±38.0
74
minimax-m2.5 MiniMax · Modified MIT
1414±21.0
75
kimi-k2.5-instant 月之暗面 · Modified MIT
1413±29.0
76
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1409±13.0
77
minimax-m2.7 MiniMax · Modified MIT
1403±15.0
78
gpt-5.1-medium OpenAI · Proprietary
1402±13.0
79
minimax-m2.1-preview MiniMax · MIT
1401±13.0
80
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1399±11.0
81
claude-opus-4-1-20250805 Anthropic · Proprietary
1398±12.0
82
Inkling Small Thinky · Apache 2.0
1398±27.0
83
gemini-3-flash (thinking-minimal) Google · Proprietary
1397±10.0
84
solar-pro4 Upstage · Proprietary
1394±48.0
85
qwen3.5-27b 阿里巴巴 · Apache 2.0
1392±21.0
86
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1390±11.0
87
inkling Thinky · Apache 2.0
1389±20.0
88
muse-glimmer Meta · Apache-2.0
1382±48.0
89
gemma-4-26b-a4b Google · Apache 2.0
1371±45.0
90
deepseek-v3.2-thinking DeepSeek · MIT
1368±14.0
91
gemma-4-31b Google · Apache 2.0
1368±19.0
92
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1367±16.0
93
gpt-5.1 OpenAI · Proprietary
1364±11.0
94
glm-5v-turbo 智谱 ZAI · Proprietary
1362±45.0
95
grok-4.3 SpaceXAI · Proprietary
1362±16.0
96
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1359±45.0
97
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1356±21.0
98
mimo-v2-flash (non-thinking) 小米 · MIT
1354±14.0
99
glm-4.6 智谱 ZAI · MIT
1350±12.0
100
gpt-5.2-codex OpenAI · Proprietary
1349±15.0
101
gpt-5.1-codex OpenAI · Proprietary
1346±13.0
102
mimo-v2-flash (thinking) 小米 · MIT
1345±23.0
103
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1326±11.0
104
laguna-m.1 Poolside · Apache 2.0
1322±27.0
105
claude-haiku-4-5-20251001 Anthropic · Proprietary
1317±9.0
106
mistral-medium-3.5 Mistral · Modified MIT
1315±42.0
107
minimax-m2 MiniMax · Apache 2.0
1307±13.0
108
deepseek-v3.2 DeepSeek · MIT
1304±13.0
109
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1298±46.0
110
qwen3.5-flash 阿里巴巴 · Proprietary
1293±60.0
111
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1287±11.0
112
deepseek-v3.2-exp DeepSeek · MIT
1282±15.0
113
gemini-3.1-flash-lite-preview Google · Proprietary
1281±17.0
114
laguna-xs.2 Poolside · Apache 2.0
1280±31.0
115
KAT-Coder-Pro-V1 · Proprietary
1265±21.0
116
gpt-5.1-codex-mini OpenAI · Proprietary
1254±23.0
117
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1252±14.0
118
trinity-large-thinking · Apache 2.0
1239±50.0
119
mistral-large-3 Mistral · Apache 2.0
1238±27.0
120
gemini-2.5-pro Google · Proprietary
1235±17.0
121
grok-4.1-thinking SpaceXAI · Proprietary
1221±26.0
122
granite-4.1-8b IBM · Apache 2.0
1217±49.0
123
devstral-2 Mistral · Modified MIT
1216±24.0
124
mercury-2 Inception AI · Proprietary
1198±68.0
125
grok-code-fast-1 SpaceXAI · Proprietary
1172±29.0
126
grok-4-fast-reasoning SpaceXAI · Proprietary
1169±28.0
127
devstral-medium-2507 Mistral · Proprietary
1088±31.0

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