排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1768±23.0
🥈
claude-opus-5-high Anthropic · Proprietary
1745±19.0
🥉
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1735±30.0
4
kimi-k3-max 月之暗面 · Kimi K3 license
1715±22.0
5
claude-fable-5 Anthropic · Proprietary
1704±16.0
6
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1681±16.0
7
glm-5.2-max 智谱 ZAI · MIT
1621±16.0
8
claude-opus-4-8-thinking Anthropic · Proprietary
1616±14.0
9
deepseek-v4-flash-high DeepSeek · MIT · Preliminary
1604±26.0
10
claude-opus-4-7-thinking Anthropic · Proprietary
1595±12.0
11
claude-opus-4-7 Anthropic · Proprietary
1590±12.0
12
grok-4.5 SpaceXAI · Proprietary
1585±18.0
13
claude-opus-4-6-thinking Anthropic · Proprietary
1581±12.0
14
muse-spark-1.2 (xHigh) Meta · Proprietary
1581±34.0
15
claude-sonnet-5-high Anthropic · Proprietary
1579±17.0
16
claude-opus-4-8 Anthropic · Proprietary
1575±14.0
17
claude-opus-4-6 Anthropic · Proprietary
1567±11.0
18
hy3 腾讯 · Apache 2.0
1556±30.0
19
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1553±12.0
20
gemini-3.6-flash Google · Proprietary · Preliminary
1553±19.0
21
glm-5.1 智谱 ZAI · MIT
1546±16.0
22
claude-sonnet-4-6 Anthropic · Proprietary
1544±10.0
23
muse-spark-1.1 Meta · Proprietary · Preliminary
1544±19.0
24
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1539±20.0
25
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1536±14.0
26
gemini-3.5-flash-high Google · Proprietary
1535±21.0
27
seed-2.1-pro-preview 字节跳动 · Proprietary · Preliminary
1533±16.0
28
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1533±12.0
29
claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary
1528±15.0
30
gemini-3.5-flash-medium Google · Proprietary
1521±14.0
31
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1518±19.0
32
qwen3.6-max-preview 阿里巴巴 · Proprietary
1504±28.0
33
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1502±42.0
34
gemini-3.5-flash Google · Proprietary
1499±28.0
35
kimi-k2.6 月之暗面 · Modified MIT
1499±15.0
36
mimo-v2.5-pro 小米 · MIT
1493±12.0
37
gpt-5.5 (codex-harness) OpenAI · Proprietary
1489±12.0
38
claude-opus-4-5-20251101 Anthropic · Proprietary
1482±13.0
39
kimi-k2.7-code 月之暗面 · Modified MIT
1478±18.0
40
minimax-m3 MiniMax · MiniMax Community License
1475±14.0
41
deepseek-v4-pro-high-preview DeepSeek · MIT
1474±13.0
42
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1474±43.0
43
qwen3.6-plus 阿里巴巴 · Proprietary
1469±11.0
44
gemini-3.1-pro-preview Google · Proprietary
1465±10.0
45
gemini-3-flash Google · Proprietary
1454±14.0
46
gemini-3-pro Google · Proprietary
1453±14.0
47
deepseek-v4-pro DeepSeek · MIT
1452±13.0
48
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1446±28.0
49
deepseek-v4-flash-high-preview DeepSeek · MIT
1436±13.0
50
mimo-v2-pro 小米 · Proprietary
1436±17.0
51
gpt-5.2 OpenAI · Proprietary
1436±46.0
52
glm-5 智谱 ZAI · MIT
1434±17.0
53
gpt-5-medium OpenAI · Proprietary
1431±26.0
54
mimo-v2.5 小米 · MIT
1428±12.0
55
glm-4.7 智谱 ZAI · MIT
1427±22.0
56
kimi-k2.5-thinking 月之暗面 · Modified MIT
1426±10.0
57
claude-opus-4-1-20250805 Anthropic · Proprietary
1424±17.0
58
gpt-5.4-mini-high OpenAI · Proprietary
1424±13.0
59
glm-5v-turbo 智谱 ZAI · Proprietary
1406±28.0
60
kimi-k2.5-instant 月之暗面 · Modified MIT
1402±24.0
61
gpt-5.4 OpenAI · Proprietary
1402±32.0
62
claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary
1402±13.0
63
gpt-5.1-medium OpenAI · Proprietary
1401±19.0
64
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1401±10.0
65
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1400±25.0
66
gemini-3-flash (thinking-minimal) Google · Proprietary
1393±9.0
67
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1391±12.0
68
minimax-m2.5 MiniMax · Modified MIT
1384±17.0
69
minimax-m2.7 MiniMax · Modified MIT
1383±12.0
70
inkling Thinky · Apache 2.0
1375±16.0
71
minimax-m2.1-preview MiniMax · MIT
1370±17.0
72
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1363±37.0
73
gemma-4-26b-a4b Google · Apache 2.0
1359±43.0
74
grok-4.3 SpaceXAI · Proprietary
1357±13.0
75
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1353±12.0
76
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1351±16.0
77
gpt-5.1 OpenAI · Proprietary
1350±14.0
78
gemma-4-31b Google · Apache 2.0
1345±15.0
79
deepseek-v3.2-thinking DeepSeek · MIT
1344±18.0
80
qwen3.5-27b 阿里巴巴 · Apache 2.0
1344±17.0
81
gpt-5.1-codex OpenAI · Proprietary
1336±19.0
82
laguna-m.1 Poolside · Apache 2.0
1334±19.0
83
glm-4.6 智谱 ZAI · MIT
1333±17.0
84
gpt-5.2-codex OpenAI · Proprietary
1328±18.0
85
mimo-v2-flash (non-thinking) 小米 · MIT
1323±19.0
86
claude-haiku-4-5-20251001 Anthropic · Proprietary
1312±9.0
87
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1311±13.0
88
laguna-xs.2 Poolside · Apache 2.0
1297±23.0
89
deepseek-v3.2 DeepSeek · MIT
1297±15.0
90
deepseek-v3.2-exp DeepSeek · MIT
1278±21.0
91
minimax-m2 MiniMax · Apache 2.0
1276±17.0
92
mimo-v2-flash (thinking) 小米 · MIT
1269±34.0
93
gemini-3.1-flash-lite-preview Google · Proprietary
1261±13.0
94
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1258±13.0
95
trinity-large-thinking · Apache 2.0
1254±44.0
96
KAT-Coder-Pro-V1 · Proprietary
1254±32.0
97
mistral-medium-3.5 Mistral · Modified MIT
1253±35.0
98
gpt-5.1-codex-mini OpenAI · Proprietary
1249±38.0
99
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1239±21.0
100
grok-4.1-thinking SpaceXAI · Proprietary
1234±43.0
101
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1232±37.0
102
gemini-2.5-pro Google · Proprietary
1230±27.0
103
mistral-large-3 Mistral · Apache 2.0
1210±46.0
104
mercury-2 Inception AI · Proprietary
1196±55.0
105
qwen3.5-flash 阿里巴巴 · Proprietary
1193±44.0
106
granite-4.1-8b IBM · Apache 2.0
1189±41.0
107
devstral-2 Mistral · Modified MIT
1169±43.0
108
grok-4-fast-reasoning SpaceXAI · Proprietary
1162±52.0
109
grok-code-fast-1 SpaceXAI · Proprietary
1150±56.0
110
devstral-medium-2507 Mistral · Proprietary
1039±64.0

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