排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1642±20.0
🥈
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1638±36.0
🥉
kimi-k3-max 月之暗面 · Kimi K3 license
1616±23.0
4
claude-opus-5-high Anthropic · Proprietary
1607±19.0
5
grok-4.6-high SpaceXAI · Proprietary · Preliminary
1589±53.0
6
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1573±16.0
7
glm-5.2-max 智谱 ZAI · MIT
1561±15.0
8
claude-fable-5 Anthropic · Proprietary
1561±16.0
9
deepseek-v4-flash-high DeepSeek · MIT · Preliminary
1559±29.0
10
claude-opus-4-8-high Anthropic · Proprietary
1543±13.0
11
claude-opus-4-7-high Anthropic · Proprietary
1540±11.0
12
claude-opus-4-7 Anthropic · Proprietary
1540±11.0
13
claude-opus-4-6-high Anthropic · Proprietary
1533±10.0
14
claude-opus-4-8 Anthropic · Proprietary
1532±13.0
15
muse-spark-1.1 Meta · Proprietary · Preliminary
1530±18.0
16
muse-spark-1.2 (xHigh) Meta · Proprietary
1530±34.0
17
claude-opus-4-6 Anthropic · Proprietary
1528±10.0
18
grok-4.5 SpaceXAI · Proprietary
1526±18.0
19
claude-sonnet-4-6 Anthropic · Proprietary
1525±9.0
20
seed-2.1-pro-preview 字节跳动 · Proprietary · Preliminary
1518±16.0
21
claude-sonnet-5-high Anthropic · Proprietary
1518±18.0
22
glm-5.1 智谱 ZAI · MIT
1511±14.0
23
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1509±20.0
24
kimi-k2.6 月之暗面 · Modified MIT
1508±12.0
25
gemini-3.6-flash-high Google · Proprietary · Preliminary
1507±19.0
26
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1506±13.0
27
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1499±15.0
28
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1495±20.0
29
gemini-3.5-flash-high Google · Proprietary
1484±22.0
30
hy3 腾讯 · Apache 2.0
1484±31.0
31
minimax-m3 MiniMax · MiniMax Community License
1483±13.0
32
kimi-k2.7-code 月之暗面 · Modified MIT
1474±19.0
33
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1470±11.0
34
gemini-3.5-flash Google · Proprietary
1469±24.0
35
qwen3.6-max-preview 阿里巴巴 · Proprietary
1468±23.0
36
deepseek-v4-pro-high-preview DeepSeek · MIT
1467±12.0
37
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1464±35.0
38
claude-opus-4-5-20251101 Anthropic · Proprietary
1462±13.0
39
mimo-v2.5-pro 小米 · MIT
1462±11.0
40
gemini-3.5-flash-medium Google · Proprietary
1458±14.0
41
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1457±11.0
42
mimo-v2.5 小米 · MIT
1452±12.0
43
qwen3.6-plus 阿里巴巴 · Proprietary
1450±10.0
44
deepseek-v4-pro DeepSeek · MIT
1448±11.0
45
gemini-3-flash Google · Proprietary
1446±15.0
46
glm-5 智谱 ZAI · MIT
1445±16.0
47
mimo-v2-pro 小米 · Proprietary
1444±14.0
48
kimi-k2.5-thinking 月之暗面 · Modified MIT
1439±10.0
49
glm-5v-turbo 智谱 ZAI · Proprietary
1438±31.0
50
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1438±34.0
51
deepseek-v4-flash-high-preview DeepSeek · MIT
1437±13.0
52
glm-4.7 智谱 ZAI · MIT
1436±25.0
53
gemini-3-pro Google · Proprietary
1436±14.0
54
gpt-5.5 (codex-harness) OpenAI · Proprietary
1435±11.0
55
gemini-3.1-pro-preview Google · Proprietary
1425±9.0
56
inkling Thinky · Apache 2.0
1421±19.0
57
gpt-5-medium OpenAI · Proprietary
1419±34.0
58
gpt-5.2 OpenAI · Proprietary
1413±51.0
59
minimax-m2.7 MiniMax · Modified MIT
1406±11.0
60
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1402±25.0
61
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1398±9.0
62
gpt-5.1-medium OpenAI · Proprietary
1398±24.0
63
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1391±14.0
64
gpt-5.4-mini-high OpenAI · Proprietary
1390±12.0
65
solar-pro4 Upstage · Proprietary
1388±40.0
66
kimi-k2.5-instant 月之暗面 · Modified MIT
1388±24.0
67
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1385±13.0
68
gpt-5.4 OpenAI · Proprietary
1385±28.0
69
minimax-m2.1-preview MiniMax · MIT
1384±17.0
70
claude-opus-4-1-20250805 Anthropic · Proprietary
1379±20.0
71
laguna-m.1 Poolside · Apache 2.0
1374±18.0
72
gemini-3-flash (thinking-minimal) Google · Proprietary
1373±9.0
73
deepseek-v3.2-thinking DeepSeek · MIT
1367±17.0
74
minimax-m2.5 MiniMax · Modified MIT
1366±15.0
75
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1365±10.0
76
gemma-4-31b Google · Apache 2.0
1362±16.0
77
qwen3.5-27b 阿里巴巴 · Apache 2.0
1362±14.0
78
gpt-5.1-codex OpenAI · Proprietary
1360±24.0
79
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1356±21.0
80
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1356±14.0
81
glm-4.6 智谱 ZAI · MIT
1356±21.0
82
muse-glimmer Meta · Apache-2.0
1354±42.0
83
grok-4.3 SpaceXAI · Proprietary
1348±12.0
84
gpt-5.2-codex OpenAI · Proprietary
1345±16.0
85
gemma-4-26b-a4b Google · Apache 2.0
1342±32.0
86
deepseek-v3.2 DeepSeek · MIT
1340±15.0
87
gpt-5.1 OpenAI · Proprietary
1335±15.0
88
claude-haiku-4-5-20251001 Anthropic · Proprietary
1330±9.0
89
mimo-v2-flash (non-thinking) 小米 · MIT
1323±19.0
90
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1322±33.0
91
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1319±13.0
92
laguna-xs.2 Poolside · Apache 2.0
1313±21.0
93
minimax-m2 MiniMax · Apache 2.0
1306±21.0
94
mimo-v2-flash (thinking) 小米 · MIT
1296±35.0
95
deepseek-v3.2-exp DeepSeek · MIT
1281±30.0
96
mistral-medium-3.5 Mistral · Modified MIT
1279±28.0
97
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1273±14.0
98
KAT-Coder-Pro-V1 · Proprietary
1264±51.0
99
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1253±33.0
100
gemini-3.1-flash-lite-preview Google · Proprietary
1253±12.0
101
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1250±21.0
102
gpt-5.1-codex-mini OpenAI · Proprietary
1240±53.0
103
trinity-large-thinking · Apache 2.0
1240±39.0
104
qwen3.5-flash 阿里巴巴 · Proprietary
1221±38.0
105
gemini-2.5-pro Google · Proprietary
1221±34.0
106
grok-code-fast-1 SpaceXAI · Proprietary
1208±61.0
107
devstral-2 Mistral · Modified MIT
1201±44.0
108
granite-4.1-8b IBM · Apache 2.0
1190±35.0
109
mistral-large-3 Mistral · Apache 2.0
1180±63.0
110
mercury-2 Inception AI · Proprietary
1157±44.0
111
grok-4-fast-reasoning SpaceXAI · Proprietary
1157±60.0
112
grok-4.1-thinking SpaceXAI · Proprietary
1157±60.0
113
devstral-medium-2507 Mistral · Proprietary
924±110.0

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