| 排名 ⇕ | 模型 ⇕ | |
|---|---|---|
|
›
🥇
|
claude-opus-4-6
Anthropic · Proprietary
|
1555±26.0 |
|
›
🥈
|
claude-opus-4-6-thinking
Anthropic · Proprietary
|
1544±26.8 |
|
›
🥉
|
claude-sonnet-4-6
Anthropic · Proprietary
|
1508±21.3 |
|
›
4
|
gemini-3.1-pro-preview
Google · Proprietary
|
1507±26.5 |
|
›
5
|
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
|
1504±9.8 |
|
›
6
|
claude-opus-4-5-20251101
Anthropic · Proprietary
|
1470±9.3 |
|
›
7
|
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
|
1469±43.0 |
|
›
8
|
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
|
1461±47.9 |
|
›
9
|
gemini-3-pro
Google · Proprietary
|
1460±8.9 |
|
›
10
|
glm-4.7
智谱 ZAI · MIT
|
1450±10.5 |
|
›
11
|
glm-5
智谱 ZAI · MIT
|
1446±25.7 |
|
›
12
|
minimax-m2.7
MiniMax · Proprietary
|
1442±37.5 |
|
›
13
|
gemini-3-flash
Google · Proprietary
|
1439±9.3 |
|
›
14
|
minimax-m2.5
MiniMax · MIT
|
1438±21.2 |
|
›
15
|
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
|
1424±31.2 |
|
›
16
|
kimi-k2.5-thinking
月之暗面 · Modified MIT
|
1416±18.9 |
|
›
17
|
minimax-m2.1-preview
MiniMax · MIT
|
1414±10.1 |
|
›
18
|
kimi-k2.5-instant
月之暗面 · Modified MIT
|
1412±24.1 |
|
›
19
|
gemini-3-flash (thinking-minimal)
Google · Proprietary
|
1406±10.1 |
|
›
20
|
gpt-5.2
OpenAI · Proprietary
|
1406±16.1 |
|
›
21
|
gpt-5-medium
OpenAI · Proprietary
|
1400±12.8 |
|
›
22
|
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
|
1397±8.3 |
|
›
23
|
gpt-5.1-medium
OpenAI · Proprietary
|
1396±9.7 |
|
›
24
|
claude-opus-4-1-20250805
Anthropic · Proprietary
|
1393±9.0 |
|
›
25
|
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
|
1391±24.3 |
|
›
26
|
claude-sonnet-4-5-20250929
Anthropic · Proprietary
|
1386±8.2 |
|
›
27
|
grok-4.20-beta-0309-reasoning
xAI · Proprietary
|
1386±40.2 |
|
›
28
|
qwen3.5-27b
阿里巴巴 · Apache 2.0
|
1376±32.4 |
|
›
29
|
deepseek-v3.2-thinking
DeepSeek · MIT
|
1374±11.1 |
|
›
30
|
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
|
1370±29.6 |
|
›
31
|
glm-4.6
智谱 ZAI · MIT
|
1363±9.1 |
|
›
32
|
mimo-v2-flash (non-thinking)
小米 · MIT
|
1362±10.8 |
|
›
33
|
gpt-5.1
OpenAI · Proprietary
|
1360±8.7 |
|
›
34
|
mimo-v2-flash (thinking)
小米 · MIT
|
1352±17.9 |
|
›
35
|
gpt-5.2-codex
OpenAI · Proprietary
|
1342±12.0 |
|
›
36
|
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
|
1336±8.5 |
|
›
37
|
gpt-5.1-codex
OpenAI · Proprietary
|
1335±9.7 |
|
›
38
|
minimax-m2
MiniMax · Apache 2.0
|
1319±9.1 |
|
›
39
|
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
|
1313±36.6 |
|
›
40
|
qwen3.5-flash
阿里巴巴 · Proprietary
|
1305±42.5 |
|
›
41
|
claude-haiku-4-5-20251001
Anthropic · Proprietary
|
1305±8.3 |
|
›
42
|
deepseek-v3.2
DeepSeek · MIT
|
1305±10.2 |
|
›
43
|
deepseek-v3.2-exp
DeepSeek · MIT
|
1294±10.9 |
|
›
44
|
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
|
1293±8.2 |
|
›
45
|
gemini-3.1-flash-lite-preview
Google · Proprietary
|
1293±45.0 |
|
›
46
|
KAT-Coder-Pro-V1
快手 · Proprietary
|
1267±15.5 |
|
›
47
|
gpt-5.1-codex-mini
OpenAI · Proprietary
|
1250±17.3 |
|
›
48
|
grok-4-1-fast-reasoning
xAI · Proprietary
|
1245±10.9 |
|
›
49
|
mistral-large-3
Mistral · Apache 2.0
|
1227±20.0 |
|
›
50
|
devstral-2
Mistral · Modified MIT
|
1214±18.0 |
|
›
51
|
mercury-2
Inception AI · Proprietary
|
1214±53.9 |
|
›
52
|
gemini-2.5-pro
Google · Proprietary
|
1213±13.2 |
|
›
53
|
grok-4.1-thinking
xAI · Proprietary
|
1213±19.5 |
|
›
54
|
grok-4-fast-reasoning
xAI · Proprietary
|
1158±23.1 |
|
›
55
|
grok-code-fast-1
xAI · Proprietary
|
1146±22.1 |
|
›
56
|
devstral-medium-2507
Mistral · Proprietary
|
1102±22.5 |
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