排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1801±31.0
🥈
claude-opus-5-high Anthropic · Proprietary
1750±22.0
🥉
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1740±34.0
4
kimi-k3-max 月之暗面 · Kimi K3 license
1716±22.0
5
claude-fable-5 Anthropic · Proprietary
1705±17.0
6
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1685±17.0
7
glm-5.2-max 智谱 ZAI · MIT
1621±17.0
8
claude-opus-4-8-thinking Anthropic · Proprietary
1617±15.0
9
deepseek-v4-flash-high DeepSeek · MIT · Preliminary
1601±30.0
10
claude-opus-4-7-thinking Anthropic · Proprietary
1595±12.0
11
claude-opus-4-7 Anthropic · Proprietary
1588±12.0
12
grok-4.5 SpaceXAI · Proprietary
1583±19.0
13
claude-opus-4-6-thinking Anthropic · Proprietary
1582±12.0
14
claude-sonnet-5-high Anthropic · Proprietary
1579±18.0
15
claude-opus-4-8 Anthropic · Proprietary
1574±14.0
16
claude-opus-4-6 Anthropic · Proprietary
1568±11.0
17
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1554±13.0
18
gemini-3.6-flash Google · Proprietary · Preliminary
1551±20.0
19
glm-5.1 智谱 ZAI · MIT
1547±16.0
20
hy3 腾讯 · Apache 2.0
1545±32.0
21
claude-sonnet-4-6 Anthropic · Proprietary
1544±11.0
22
muse-spark-1.1 Meta · Proprietary · Preliminary
1543±20.0
23
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1538±22.0
24
seed-2.1-pro-preview 字节跳动 · Proprietary · Preliminary
1538±17.0
25
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1537±15.0
26
gemini-3.5-flash-high Google · Proprietary
1535±24.0
27
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1531±12.0
28
claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary
1528±15.0
29
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1528±21.0
30
gemini-3.5-flash-medium Google · Proprietary
1521±15.0
31
qwen3.6-max-preview 阿里巴巴 · Proprietary
1504±28.0
32
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1502±42.0
33
kimi-k2.6 月之暗面 · Modified MIT
1499±15.0
34
gemini-3.5-flash Google · Proprietary
1499±28.0
35
mimo-v2.5-pro 小米 · MIT
1495±12.0
36
gpt-5.5 (codex-harness) OpenAI · Proprietary
1489±12.0
37
claude-opus-4-5-20251101 Anthropic · Proprietary
1482±13.0
38
kimi-k2.7-code 月之暗面 · Modified MIT
1478±18.0
39
minimax-m3 MiniMax · MiniMax Community License
1477±14.0
40
deepseek-v4-pro-high-preview DeepSeek · MIT
1475±13.0
41
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1474±43.0
42
qwen3.6-plus 阿里巴巴 · Proprietary
1468±12.0
43
gemini-3.1-pro-preview Google · Proprietary
1467±10.0
44
gemini-3-flash Google · Proprietary
1454±14.0
45
deepseek-v4-pro DeepSeek · MIT
1453±13.0
46
gemini-3-pro Google · Proprietary
1453±14.0
47
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1446±28.0
48
deepseek-v4-flash-high-preview DeepSeek · MIT
1437±14.0
49
mimo-v2-pro 小米 · Proprietary
1436±17.0
50
gpt-5.2 OpenAI · Proprietary
1435±46.0
51
glm-5 智谱 ZAI · MIT
1434±17.0
52
gpt-5-medium OpenAI · Proprietary
1432±26.0
53
mimo-v2.5 小米 · MIT
1427±13.0
54
glm-4.7 智谱 ZAI · MIT
1427±22.0
55
kimi-k2.5-thinking 月之暗面 · Modified MIT
1425±10.0
56
gpt-5.4-mini-high OpenAI · Proprietary
1424±13.0
57
claude-opus-4-1-20250805 Anthropic · Proprietary
1424±17.0
58
glm-5v-turbo 智谱 ZAI · Proprietary
1407±28.0
59
claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary
1402±13.0
60
kimi-k2.5-instant 月之暗面 · Modified MIT
1401±24.0
61
gpt-5.1-medium OpenAI · Proprietary
1401±19.0
62
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1401±25.0
63
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1400±11.0
64
gpt-5.4 OpenAI · Proprietary
1398±34.0
65
gemini-3-flash (thinking-minimal) Google · Proprietary
1393±9.0
66
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1391±12.0
67
minimax-m2.5 MiniMax · Modified MIT
1384±17.0
68
minimax-m2.7 MiniMax · Modified MIT
1384±12.0
69
inkling Thinky · Apache 2.0
1380±17.0
70
minimax-m2.1-preview MiniMax · MIT
1370±17.0
71
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1364±37.0
72
gemma-4-26b-a4b Google · Apache 2.0
1359±43.0
73
grok-4.3 SpaceXAI · Proprietary
1358±13.0
74
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1354±12.0
75
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1352±16.0
76
gpt-5.1 OpenAI · Proprietary
1349±14.0
77
gemma-4-31b Google · Apache 2.0
1345±16.0
78
qwen3.5-27b 阿里巴巴 · Apache 2.0
1344±17.0
79
deepseek-v3.2-thinking DeepSeek · MIT
1343±18.0
80
gpt-5.1-codex OpenAI · Proprietary
1336±19.0
81
laguna-m.1 Poolside · Apache 2.0
1335±19.0
82
glm-4.6 智谱 ZAI · MIT
1332±17.0
83
gpt-5.2-codex OpenAI · Proprietary
1329±18.0
84
mimo-v2-flash (non-thinking) 小米 · MIT
1323±19.0
85
claude-haiku-4-5-20251001 Anthropic · Proprietary
1312±9.0
86
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1310±13.0
87
laguna-xs.2 Poolside · Apache 2.0
1298±23.0
88
deepseek-v3.2 DeepSeek · MIT
1297±15.0
89
deepseek-v3.2-exp DeepSeek · MIT
1278±21.0
90
minimax-m2 MiniMax · Apache 2.0
1276±17.0
91
mimo-v2-flash (thinking) 小米 · MIT
1268±34.0
92
gemini-3.1-flash-lite-preview Google · Proprietary
1261±13.0
93
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1258±13.0
94
trinity-large-thinking · Apache 2.0
1256±44.0
95
KAT-Coder-Pro-V1 · Proprietary
1254±32.0
96
mistral-medium-3.5 Mistral · Modified MIT
1254±35.0
97
gpt-5.1-codex-mini OpenAI · Proprietary
1249±38.0
98
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1239±21.0
99
grok-4.1-thinking SpaceXAI · Proprietary
1233±43.0
100
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1232±37.0
101
gemini-2.5-pro Google · Proprietary
1230±27.0
102
mistral-large-3 Mistral · Apache 2.0
1210±46.0
103
mercury-2 Inception AI · Proprietary
1196±55.0
104
qwen3.5-flash 阿里巴巴 · Proprietary
1193±44.0
105
granite-4.1-8b IBM · Apache 2.0
1188±41.0
106
devstral-2 Mistral · Modified MIT
1168±43.0
107
grok-4-fast-reasoning SpaceXAI · Proprietary
1162±52.0
108
grok-code-fast-1 SpaceXAI · Proprietary
1150±56.0
109
devstral-medium-2507 Mistral · Proprietary
1039±64.0

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