排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1769±19.0
🥈
claude-opus-5-high Anthropic · Proprietary
1736±17.0
🥉
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1734±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
1665±37.0
8
gemini-3.7-flash-high Google · Proprietary · Preliminary
1637±24.0
9
glm-5.2-max 智谱 ZAI · MIT
1620±15.0
10
claude-opus-4-8-high Anthropic · Proprietary
1614±13.0
11
deepseek-v4-flash-high DeepSeek · MIT
1598±22.0
12
claude-opus-4-7-high Anthropic · Proprietary
1592±11.0
13
claude-opus-4-7 Anthropic · Proprietary
1589±11.0
14
claude-opus-4-6-high Anthropic · Proprietary
1585±11.0
15
grok-4.5 SpaceXAI · Proprietary
1585±17.0
16
claude-sonnet-5-high Anthropic · Proprietary
1579±16.0
17
claude-opus-4-8 Anthropic · Proprietary
1576±13.0
18
muse-spark-1.2 (xHigh) Meta · Proprietary
1572±27.0
19
claude-opus-4-6 Anthropic · Proprietary
1566±10.0
20
hy3 腾讯 · Apache 2.0
1560±27.0
21
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1554±12.0
22
gemini-3.6-flash-high Google · Proprietary
1553±17.0
23
claude-sonnet-4-6 Anthropic · Proprietary
1546±10.0
24
muse-spark-1.1 Meta · Proprietary
1543±17.0
25
glm-5.1 智谱 ZAI · MIT
1543±15.0
26
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1543±18.0
27
gemini-3.5-flash-high Google · Proprietary
1537±19.0
28
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1536±14.0
29
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1533±11.0
30
seed-2.1-pro-preview 字节跳动 · Proprietary
1529±15.0
31
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1528±15.0
32
gemini-3.5-flash-medium Google · Proprietary
1521±13.0
33
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1512±17.0
34
qwen3.6-max-preview 阿里巴巴 · Proprietary
1505±27.0
35
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1503±42.0
36
gemini-3.5-flash Google · Proprietary
1500±27.0
37
kimi-k2.6 月之暗面 · Modified MIT
1499±15.0
38
mimo-v2.5-pro 小米 · MIT
1493±11.0
39
gpt-5.5 (codex-harness) OpenAI · Proprietary
1487±11.0
40
claude-opus-4-5-20251101 Anthropic · Proprietary
1482±13.0
41
kimi-k2.7-code 月之暗面 · Modified MIT
1476±18.0
42
minimax-m3 MiniMax · MiniMax Community License
1474±13.0
43
deepseek-v4-pro-high-preview DeepSeek · MIT
1473±12.0
44
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1471±42.0
45
qwen3.6-plus 阿里巴巴 · Proprietary
1470±11.0
46
gemini-3.1-pro-preview Google · Proprietary
1465±10.0
47
gemini-3-flash Google · Proprietary
1455±14.0
48
gemini-3-pro Google · Proprietary
1453±14.0
49
deepseek-v4-pro DeepSeek · MIT
1450±12.0
50
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1447±28.0
51
mimo-v2-pro 小米 · Proprietary
1437±17.0
52
gpt-5.2 OpenAI · Proprietary
1436±46.0
53
deepseek-v4-flash-high-preview DeepSeek · MIT
1435±13.0
54
glm-5 智谱 ZAI · MIT
1434±17.0
55
gpt-5-medium OpenAI · Proprietary
1433±26.0
56
mimo-v2.5 小米 · MIT
1431±12.0
57
kimi-k2.5-thinking 月之暗面 · Modified MIT
1426±10.0
58
glm-4.7 智谱 ZAI · MIT
1425±22.0
59
claude-opus-4-1-20250805 Anthropic · Proprietary
1424±17.0
60
gpt-5.4-mini-high OpenAI · Proprietary
1421±13.0
61
gpt-5.4 OpenAI · Proprietary
1409±30.0
62
glm-5v-turbo 智谱 ZAI · Proprietary
1407±28.0
63
kimi-k2.5-instant 月之暗面 · Modified MIT
1404±24.0
64
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1403±13.0
65
gpt-5.1-medium OpenAI · Proprietary
1401±19.0
66
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1400±10.0
67
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1400±25.0
68
gemini-3-flash (thinking-minimal) Google · Proprietary
1392±9.0
69
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1392±12.0
70
minimax-m2.5 MiniMax · Modified MIT
1383±17.0
71
minimax-m2.7 MiniMax · Modified MIT
1381±11.0
72
inkling Thinky · Apache 2.0
1373±15.0
73
minimax-m2.1-preview MiniMax · MIT
1371±17.0
74
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1358±37.0
75
solar-pro4 Upstage · Proprietary
1357±33.0
76
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1354±12.0
77
grok-4.3 SpaceXAI · Proprietary
1354±12.0
78
gemma-4-26b-a4b Google · Apache 2.0
1352±43.0
79
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1350±16.0
80
gpt-5.1 OpenAI · Proprietary
1349±14.0
81
gemma-4-31b Google · Apache 2.0
1347±14.0
82
qwen3.5-27b 阿里巴巴 · Apache 2.0
1345±17.0
83
deepseek-v3.2-thinking DeepSeek · MIT
1343±18.0
84
gpt-5.1-codex OpenAI · Proprietary
1338±19.0
85
muse-glimmer Meta · Apache-2.0
1337±30.0
86
glm-4.6 智谱 ZAI · MIT
1332±17.0
87
gpt-5.2-codex OpenAI · Proprietary
1331±18.0
88
laguna-m.1 Poolside · Apache 2.0
1331±19.0
89
mimo-v2-flash (non-thinking) 小米 · MIT
1322±19.0
90
claude-haiku-4-5-20251001 Anthropic · Proprietary
1314±9.0
91
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1312±13.0
92
deepseek-v3.2 DeepSeek · MIT
1297±15.0
93
laguna-xs.2 Poolside · Apache 2.0
1297±22.0
94
deepseek-v3.2-exp DeepSeek · MIT
1279±21.0
95
minimax-m2 MiniMax · Apache 2.0
1276±17.0
96
mimo-v2-flash (thinking) 小米 · MIT
1272±34.0
97
gemini-3.1-flash-lite-preview Google · Proprietary
1261±13.0
98
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1259±13.0
99
KAT-Coder-Pro-V1 · Proprietary
1255±32.0
100
mistral-medium-3.5 Mistral · Modified MIT
1252±34.0
101
trinity-large-thinking · Apache 2.0
1252±44.0
102
gpt-5.1-codex-mini OpenAI · Proprietary
1249±38.0
103
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1240±21.0
104
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1236±36.0
105
grok-4.1-thinking SpaceXAI · Proprietary
1234±43.0
106
gemini-2.5-pro Google · Proprietary
1229±27.0
107
mistral-large-3 Mistral · Apache 2.0
1212±46.0
108
mercury-2 Inception AI · Proprietary
1197±55.0
109
qwen3.5-flash 阿里巴巴 · Proprietary
1195±44.0
110
granite-4.1-8b IBM · Apache 2.0
1184±41.0
111
devstral-2 Mistral · Modified MIT
1169±43.0
112
grok-4-fast-reasoning SpaceXAI · Proprietary
1161±52.0
113
grok-code-fast-1 SpaceXAI · Proprietary
1151±56.0
114
devstral-medium-2507 Mistral · Proprietary
1040±64.0

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