排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1769±19.0
🥈
claude-opus-5-high Anthropic · Proprietary
1736±16.0
🥉
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1728±25.0
4
kimi-k3-max 月之暗面 · Kimi K3 license
1714±22.0
5
claude-fable-5 Anthropic · Proprietary
1700±15.0
6
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1684±15.0
7
grok-4.6-high SpaceXAI · Proprietary · Preliminary
1672±36.0
8
gemini-3.7-flash-high Google · Proprietary · Preliminary
1637±24.0
9
glm-5.2-max 智谱 ZAI · MIT
1619±15.0
10
claude-opus-4-8-high Anthropic · Proprietary
1615±13.0
11
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1609±28.0
12
deepseek-v4-flash-high DeepSeek · MIT
1599±21.0
13
claude-opus-4-7-high Anthropic · Proprietary
1592±11.0
14
claude-opus-4-7 Anthropic · Proprietary
1589±11.0
15
claude-opus-4-6-high Anthropic · Proprietary
1585±11.0
16
grok-4.5 SpaceXAI · Proprietary
1585±16.0
17
claude-sonnet-5-high Anthropic · Proprietary
1577±15.0
18
claude-opus-4-8 Anthropic · Proprietary
1576±13.0
19
muse-spark-1.2 (xHigh) Meta · Proprietary
1571±27.0
20
claude-opus-4-6 Anthropic · Proprietary
1566±10.0
21
hy3 腾讯 · Apache 2.0
1558±27.0
22
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1553±12.0
23
gemini-3.6-flash-high Google · Proprietary
1552±16.0
24
claude-sonnet-4-6 Anthropic · Proprietary
1544±10.0
25
glm-5.1 智谱 ZAI · MIT
1542±15.0
26
muse-spark-1.1 Meta · Proprietary
1540±17.0
27
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1539±17.0
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
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1529±15.0
31
seed-2.1-pro-preview 字节跳动 · Proprietary
1528±15.0
32
gemini-3.5-flash-high Google · Proprietary
1525±15.0
33
gemini-3.5-flash-medium Google · Proprietary
1522±13.0
34
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1510±17.0
35
qwen3.6-max-preview 阿里巴巴 · Proprietary
1506±27.0
36
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1503±42.0
37
kimi-k2.6 月之暗面 · Modified MIT
1499±15.0
38
mimo-v2.5-pro 小米 · MIT
1494±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
1472±12.0
44
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1471±42.0
45
qwen3.6-plus 阿里巴巴 · Proprietary
1471±11.0
46
gemini-3.1-pro-preview Google · Proprietary
1466±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
1438±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
1432±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
1426±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
1410±30.0
62
glm-5v-turbo 智谱 ZAI · Proprietary
1405±28.0
63
kimi-k2.5-instant 月之暗面 · Modified MIT
1405±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
1401±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
minimax-m2.1-preview MiniMax · MIT
1371±17.0
73
inkling Thinky · Apache 2.0
1370±15.0
74
inkling-small Thinky · Apache 2.0
1364±22.0
75
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1359±38.0
76
solar-pro4 Upstage · Proprietary
1356±33.0
77
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1354±12.0
78
gemma-4-26b-a4b Google · Apache 2.0
1352±43.0
79
grok-4.3 SpaceXAI · Proprietary
1352±12.0
80
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1350±16.0
81
gpt-5.1 OpenAI · Proprietary
1350±14.0
82
gemma-4-31b Google · Apache 2.0
1346±14.0
83
qwen3.5-27b 阿里巴巴 · Apache 2.0
1345±17.0
84
deepseek-v3.2-thinking DeepSeek · MIT
1344±18.0
85
gpt-5.1-codex OpenAI · Proprietary
1338±19.0
86
muse-glimmer Meta · Apache-2.0
1336±30.0
87
glm-4.6 智谱 ZAI · MIT
1333±17.0
88
gpt-5.2-codex OpenAI · Proprietary
1332±18.0
89
laguna-m.1 Poolside · Apache 2.0
1331±19.0
90
mimo-v2-flash (non-thinking) 小米 · MIT
1323±19.0
91
claude-haiku-4-5-20251001 Anthropic · Proprietary
1315±9.0
92
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1313±13.0
93
deepseek-v3.2 DeepSeek · MIT
1297±15.0
94
laguna-xs.2 Poolside · Apache 2.0
1297±22.0
95
deepseek-v3.2-exp DeepSeek · MIT
1280±21.0
96
minimax-m2 MiniMax · Apache 2.0
1276±17.0
97
mimo-v2-flash (thinking) 小米 · MIT
1272±34.0
98
gemini-3.1-flash-lite-preview Google · Proprietary
1261±13.0
99
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1259±13.0
100
KAT-Coder-Pro-V1 · Proprietary
1255±32.0
101
mistral-medium-3.5 Mistral · Modified MIT
1252±34.0
102
trinity-large-thinking · Apache 2.0
1252±44.0
103
gpt-5.1-codex-mini OpenAI · Proprietary
1250±38.0
104
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1240±21.0
105
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1236±36.0
106
grok-4.1-thinking SpaceXAI · Proprietary
1234±43.0
107
gemini-2.5-pro Google · Proprietary
1230±27.0
108
mistral-large-3 Mistral · Apache 2.0
1212±46.0
109
mercury-2 Inception AI · Proprietary
1197±55.0
110
qwen3.5-flash 阿里巴巴 · Proprietary
1195±44.0
111
granite-4.1-8b IBM · Apache 2.0
1185±41.0
112
devstral-2 Mistral · Modified MIT
1169±43.0
113
grok-4-fast-reasoning SpaceXAI · Proprietary
1162±52.0
114
grok-code-fast-1 SpaceXAI · Proprietary
1151±56.0
115
devstral-medium-2507 Mistral · Proprietary
1040±64.0

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