排名 模型
🥇
claude-opus-4-7 Anthropic · Proprietary
1556±37.7
🥈
claude-opus-4-6 Anthropic · Proprietary
1550±21.0
🥉
claude-opus-4-7-thinking Anthropic · Proprietary
1547±40.5
4
claude-opus-4-6-thinking Anthropic · Proprietary
1545±22.1
5
glm-5.1 智谱 ZAI · MIT
1538±31.6
6
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1528±43.1
7
muse-spark Meta · Proprietary
1527±47.4
8
claude-sonnet-4-6 Anthropic · Proprietary
1519±18.3
9
gpt-5.5 (codex-harness) OpenAI · Proprietary
1512±54.0
10
kimi-k2.6 月之暗面 · Modified MIT
1506±39.0
11
claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary
1504±10.3
12
gemini-3.1-pro-preview Google · Proprietary
1496±20.6
13
claude-opus-4-5-20251101 Anthropic · Proprietary
1474±9.6
14
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1473±47.6
15
qwen3.6-plus 阿里巴巴 · Proprietary
1472±29.6
16
deepseek-v4-pro-thinking DeepSeek · MIT
1468±45.6
17
gemini-3-pro Google · Proprietary
1462±9.4
18
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1457±48.6
19
glm-5 智谱 ZAI · MIT
1452±22.6
20
glm-4.7 智谱 ZAI · MIT
1449±11.0
21
gemini-3-flash Google · Proprietary
1440±9.8
22
mimo-v2-pro 小米 · Proprietary
1426±26.7
23
minimax-m2.7 MiniMax · Modified MIT
1426±26.5
24
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1421±31.8
25
gpt-5.4-mini-high OpenAI · Proprietary
1421±35.2
26
kimi-k2.5-thinking 月之暗面 · Modified MIT
1417±16.9
27
kimi-k2.5-instant 月之暗面 · Modified MIT
1415±24.6
28
gpt-5.2 OpenAI · Proprietary
1413±17.1
29
minimax-m2.5 MiniMax · Modified MIT
1405±18.7
30
minimax-m2.1-preview MiniMax · MIT
1404±10.6
31
gemini-3-flash (thinking-minimal) Google · Proprietary
1402±10.0
32
gpt-5-medium OpenAI · Proprietary
1402±13.3
33
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1400±20.0
34
gpt-5.1-medium OpenAI · Proprietary
1399±10.2
35
claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary
1396±8.8
36
claude-opus-4-1-20250805 Anthropic · Proprietary
1393±9.6
37
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1386±8.6
38
qwen3.5-27b 阿里巴巴 · Apache 2.0
1376±23.5
39
deepseek-v3.2-thinking DeepSeek · MIT
1372±11.4
40
grok-4.20-beta-0309-reasoning xAI · Proprietary
1372±26.5
41
glm-4.6 智谱 ZAI · MIT
1363±9.6
42
mimo-v2-flash (non-thinking) 小米 · MIT
1361±11.3
43
gpt-5.1 OpenAI · Proprietary
1360±9.2
44
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1352±22.7
45
mimo-v2-flash (thinking) 小米 · MIT
1349±18.3
46
gpt-5.2-codex OpenAI · Proprietary
1340±12.5
47
gpt-5.1-codex OpenAI · Proprietary
1337±10.3
48
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1336±8.9
49
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1316±37.1
50
minimax-m2 MiniMax · Apache 2.0
1312±9.7
51
claude-haiku-4-5-20251001 Anthropic · Proprietary
1310±8.7
52
deepseek-v3.2 DeepSeek · MIT
1307±10.4
53
qwen3.5-flash 阿里巴巴 · Proprietary
1306±43.2
54
deepseek-v3.2-exp DeepSeek · MIT
1294±11.4
55
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1291±8.8
56
gemini-3.1-flash-lite-preview Google · Proprietary
1267±23.3
57
KAT-Coder-Pro-V1 · Proprietary
1266±16.0
58
gpt-5.1-codex-mini OpenAI · Proprietary
1247±17.9
59
grok-4-1-fast-reasoning xAI · Proprietary
1244±11.3
60
mistral-large-3 Mistral · Apache 2.0
1229±20.3
61
grok-4.1-thinking xAI · Proprietary
1216±20.0
62
devstral-2 Mistral · Modified MIT
1215±18.5
63
gemini-2.5-pro Google · Proprietary
1211±13.6
64
mercury-2 Inception AI · Proprietary
1207±69.9
65
grok-4-fast-reasoning xAI · Proprietary
1156±23.5
66
grok-code-fast-1 xAI · Proprietary
1146±22.4
67
devstral-medium-2507 Mistral · Proprietary
1098±23.0

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