排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1769±19.0
🥈
claude-opus-5-high Anthropic · Proprietary
1737±17.0
🥉
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1736±26.0
4
kimi-k3-max 月之暗面 · Kimi K3 license
1715±22.0
5
claude-fable-5 Anthropic · Proprietary
1701±15.0
6
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1685±15.0
7
grok-4.6-high SpaceXAI · Proprietary · Preliminary
1663±46.0
8
glm-5.2-max 智谱 ZAI · MIT
1620±15.0
9
claude-opus-4-8-high Anthropic · Proprietary
1614±13.0
10
deepseek-v4-flash-high DeepSeek · MIT · Preliminary
1598±22.0
11
claude-opus-4-7-high Anthropic · Proprietary
1592±11.0
12
claude-opus-4-7 Anthropic · Proprietary
1589±11.0
13
claude-opus-4-6-high Anthropic · Proprietary
1585±11.0
14
grok-4.5 SpaceXAI · Proprietary
1584±17.0
15
claude-sonnet-5-high Anthropic · Proprietary
1579±16.0
16
claude-opus-4-8 Anthropic · Proprietary
1576±13.0
17
muse-spark-1.2 (xHigh) Meta · Proprietary
1572±27.0
18
claude-opus-4-6 Anthropic · Proprietary
1566±10.0
19
hy3 腾讯 · Apache 2.0
1560±27.0
20
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1554±12.0
21
gemini-3.6-flash-high Google · Proprietary · Preliminary
1552±17.0
22
claude-sonnet-4-6 Anthropic · Proprietary
1546±10.0
23
muse-spark-1.1 Meta · Proprietary · Preliminary
1543±17.0
24
glm-5.1 智谱 ZAI · MIT
1543±15.0
25
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1543±18.0
26
gemini-3.5-flash-high Google · Proprietary
1537±19.0
27
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1536±14.0
28
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1533±11.0
29
seed-2.1-pro-preview 字节跳动 · Proprietary · Preliminary
1529±15.0
30
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1528±15.0
31
gemini-3.5-flash-medium Google · Proprietary
1521±13.0
32
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1511±17.0
33
qwen3.6-max-preview 阿里巴巴 · Proprietary
1505±27.0
34
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1503±42.0
35
gemini-3.5-flash Google · Proprietary
1500±28.0
36
kimi-k2.6 月之暗面 · Modified MIT
1499±15.0
37
mimo-v2.5-pro 小米 · MIT
1493±11.0
38
gpt-5.5 (codex-harness) OpenAI · Proprietary
1487±11.0
39
claude-opus-4-5-20251101 Anthropic · Proprietary
1482±13.0
40
kimi-k2.7-code 月之暗面 · Modified MIT
1476±18.0
41
minimax-m3 MiniMax · MiniMax Community License
1475±13.0
42
deepseek-v4-pro-high-preview DeepSeek · MIT
1473±12.0
43
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1471±42.0
44
qwen3.6-plus 阿里巴巴 · Proprietary
1469±11.0
45
gemini-3.1-pro-preview Google · Proprietary
1465±10.0
46
gemini-3-flash Google · Proprietary
1455±14.0
47
gemini-3-pro Google · Proprietary
1453±14.0
48
deepseek-v4-pro DeepSeek · MIT
1450±12.0
49
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1447±28.0
50
mimo-v2-pro 小米 · Proprietary
1437±17.0
51
gpt-5.2 OpenAI · Proprietary
1436±46.0
52
deepseek-v4-flash-high-preview DeepSeek · MIT
1435±13.0
53
glm-5 智谱 ZAI · MIT
1434±17.0
54
gpt-5-medium OpenAI · Proprietary
1433±26.0
55
mimo-v2.5 小米 · MIT
1432±12.0
56
kimi-k2.5-thinking 月之暗面 · Modified MIT
1426±10.0
57
glm-4.7 智谱 ZAI · MIT
1426±22.0
58
claude-opus-4-1-20250805 Anthropic · Proprietary
1424±17.0
59
gpt-5.4-mini-high OpenAI · Proprietary
1421±13.0
60
gpt-5.4 OpenAI · Proprietary
1409±30.0
61
glm-5v-turbo 智谱 ZAI · Proprietary
1407±28.0
62
kimi-k2.5-instant 月之暗面 · Modified MIT
1406±24.0
63
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1403±13.0
64
gpt-5.1-medium OpenAI · Proprietary
1401±19.0
65
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1400±10.0
66
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1400±25.0
67
gemini-3-flash (thinking-minimal) Google · Proprietary
1392±9.0
68
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1392±12.0
69
minimax-m2.5 MiniMax · Modified MIT
1382±17.0
70
minimax-m2.7 MiniMax · Modified MIT
1381±11.0
71
inkling Thinky · Apache 2.0
1373±15.0
72
minimax-m2.1-preview MiniMax · MIT
1371±17.0
73
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1359±37.0
74
solar-pro4 Upstage · Proprietary
1357±33.0
75
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1354±12.0
76
grok-4.3 SpaceXAI · Proprietary
1353±12.0
77
gemma-4-26b-a4b Google · Apache 2.0
1352±43.0
78
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1350±16.0
79
gpt-5.1 OpenAI · Proprietary
1350±14.0
80
gemma-4-31b Google · Apache 2.0
1348±14.0
81
qwen3.5-27b 阿里巴巴 · Apache 2.0
1345±17.0
82
deepseek-v3.2-thinking DeepSeek · MIT
1344±18.0
83
gpt-5.1-codex OpenAI · Proprietary
1338±19.0
84
muse-glimmer Meta · Apache-2.0
1337±30.0
85
glm-4.6 智谱 ZAI · MIT
1333±17.0
86
laguna-m.1 Poolside · Apache 2.0
1331±19.0
87
gpt-5.2-codex OpenAI · Proprietary
1331±18.0
88
mimo-v2-flash (non-thinking) 小米 · MIT
1323±19.0
89
claude-haiku-4-5-20251001 Anthropic · Proprietary
1314±9.0
90
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1312±13.0
91
deepseek-v3.2 DeepSeek · MIT
1297±15.0
92
laguna-xs.2 Poolside · Apache 2.0
1297±22.0
93
deepseek-v3.2-exp DeepSeek · MIT
1280±21.0
94
minimax-m2 MiniMax · Apache 2.0
1276±17.0
95
mimo-v2-flash (thinking) 小米 · MIT
1272±34.0
96
gemini-3.1-flash-lite-preview Google · Proprietary
1261±13.0
97
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1259±13.0
98
KAT-Coder-Pro-V1 · Proprietary
1255±32.0
99
mistral-medium-3.5 Mistral · Modified MIT
1253±34.0
100
trinity-large-thinking · Apache 2.0
1252±44.0
101
gpt-5.1-codex-mini OpenAI · Proprietary
1249±38.0
102
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1240±21.0
103
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1236±36.0
104
grok-4.1-thinking SpaceXAI · Proprietary
1234±43.0
105
gemini-2.5-pro Google · Proprietary
1230±27.0
106
mistral-large-3 Mistral · Apache 2.0
1212±46.0
107
mercury-2 Inception AI · Proprietary
1197±55.0
108
qwen3.5-flash 阿里巴巴 · Proprietary
1195±44.0
109
granite-4.1-8b IBM · Apache 2.0
1184±41.0
110
devstral-2 Mistral · Modified MIT
1169±43.0
111
grok-4-fast-reasoning SpaceXAI · Proprietary
1162±52.0
112
grok-code-fast-1 SpaceXAI · Proprietary
1151±56.0
113
devstral-medium-2507 Mistral · Proprietary
1040±64.0

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