| 排名 ⇕ | 模型 ⇕ | |
|---|---|---|
|
›
🥇
|
kimi-k3
月之暗面 · Proprietary · Preliminary
|
1629±46.0 |
|
›
🥈
|
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
|
1605±31.0 |
|
›
🥉
|
claude-fable-5
Anthropic · Proprietary
|
1585±33.0 |
|
›
4
|
claude-opus-4-8-thinking
Anthropic · Proprietary
|
1555±19.0 |
|
›
5
|
glm-5.2 (max)
智谱 ZAI · MIT
|
1555±24.0 |
|
›
6
|
claude-opus-4-7-thinking
Anthropic · Proprietary
|
1547±16.0 |
|
›
7
|
muse-spark-1.1
Meta · Proprietary · Preliminary
|
1546±32.0 |
|
›
8
|
claude-opus-4-8
Anthropic · Proprietary
|
1540±21.0 |
|
›
9
|
claude-opus-4-6-thinking
Anthropic · Proprietary
|
1530±15.0 |
|
›
10
|
claude-opus-4-7
Anthropic · Proprietary
|
1524±17.0 |
|
›
11
|
grok-4.5
SpaceXAI · Proprietary
|
1522±29.0 |
|
›
12
|
claude-opus-4-6
Anthropic · Proprietary
|
1517±14.0 |
|
›
13
|
glm-5.1
智谱 ZAI · MIT
|
1513±22.0 |
|
›
14
|
claude-sonnet-4-6
Anthropic · Proprietary
|
1508±13.0 |
|
›
15
|
kimi-k2.6
月之暗面 · Modified MIT
|
1504±18.0 |
|
›
16
|
seed-2.1-pro-preview
字节跳动 · Proprietary · Preliminary
|
1498±26.0 |
|
›
17
|
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
|
1492±16.0 |
|
›
18
|
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
|
1492±17.0 |
|
›
19
|
qwen3.7-max-20260517
阿里巴巴 · Proprietary · Preliminary
|
1491±20.0 |
|
›
20
|
claude-sonnet-5-high
Anthropic · Proprietary
|
1490±31.0 |
|
›
21
|
gemini-3.5-flash
Google · Proprietary
|
1484±33.0 |
|
›
22
|
gemini-3.5-flash-medium
Google · Proprietary
|
1480±23.0 |
|
›
23
|
minimax-m3
MiniMax · MiniMax Community License
|
1476±20.0 |
|
›
24
|
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
|
1468±15.0 |
|
›
25
|
mimo-v2.5-pro
小米 · MIT
|
1467±17.0 |
|
›
26
|
deepseek-v4-pro-thinking
DeepSeek · MIT
|
1459±17.0 |
|
›
27
|
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
|
1457±44.0 |
|
›
28
|
qwen3.6-max-preview
阿里巴巴 · Proprietary
|
1456±32.0 |
|
›
29
|
qwen3.6-plus
阿里巴巴 · Proprietary
|
1449±15.0 |
|
›
30
|
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
|
1446±49.0 |
|
›
31
|
claude-opus-4-5-20251101
Anthropic · Proprietary
|
1443±14.0 |
|
›
32
|
deepseek-v4-pro
DeepSeek · MIT
|
1438±16.0 |
|
›
33
|
kimi-k2.7-code
月之暗面 · Modified MIT
|
1437±25.0 |
|
›
34
|
glm-4.7
智谱 ZAI · MIT
|
1432±24.0 |
|
›
35
|
glm-5
智谱 ZAI · MIT
|
1432±19.0 |
|
›
36
|
gpt-5.5 (codex-harness)
OpenAI · Proprietary
|
1431±17.0 |
|
›
37
|
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
|
1431±31.0 |
|
›
38
|
mimo-v2-pro
小米 · Proprietary
|
1425±20.0 |
|
›
39
|
kimi-k2.5-thinking
月之暗面 · Modified MIT
|
1424±14.0 |
|
›
40
|
gemini-3.1-pro-preview
Google · Proprietary
|
1422±12.0 |
|
›
41
|
mimo-v2.5
小米 · MIT
|
1420±17.0 |
|
›
42
|
minimax-m2.5
MiniMax · Modified MIT
|
1418±18.0 |
|
›
43
|
gemini-3-pro
Google · Proprietary
|
1413±14.0 |
|
›
44
|
inkling
Thinky · Apache 2.0
|
1412±34.0 |
|
›
45
|
gemini-3-flash
Google · Proprietary
|
1410±15.0 |
|
›
46
|
minimax-m2.1-preview
MiniMax · MIT
|
1398±18.0 |
|
›
47
|
minimax-m2.7
MiniMax · Modified MIT
|
1393±16.0 |
|
›
48
|
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
|
1389±29.0 |
|
›
49
|
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
|
1389±13.0 |
|
›
50
|
claude-sonnet-4-5-20250929
Anthropic · Proprietary
|
1386±13.0 |
|
›
51
|
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
|
1385±46.0 |
|
›
52
|
gpt-5.1-medium
OpenAI · Proprietary
|
1382±22.0 |
|
›
53
|
gpt-5.2
OpenAI · Proprietary
|
1382±44.0 |
|
›
54
|
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
|
1380±14.0 |
|
›
55
|
kimi-k2.5-instant
月之暗面 · Modified MIT
|
1380±26.0 |
|
›
56
|
gpt-5.4-mini-high
OpenAI · Proprietary
|
1378±16.0 |
|
›
57
|
glm-5v-turbo
智谱 ZAI · Proprietary
|
1378±44.0 |
|
›
58
|
deepseek-v3.2-thinking
DeepSeek · MIT
|
1377±19.0 |
|
›
59
|
gemini-3-flash (thinking-minimal)
Google · Proprietary
|
1376±11.0 |
|
›
60
|
gpt-5.4
OpenAI · Proprietary
|
1370±51.0 |
|
›
61
|
laguna-m.1
Poolside · Apache 2.0
|
1367±26.0 |
|
›
62
|
claude-opus-4-1-20250805
Anthropic · Proprietary
|
1360±19.0 |
|
›
63
|
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
|
1359±19.0 |
|
›
64
|
gpt-5-medium
OpenAI · Proprietary
|
1355±29.0 |
|
›
65
|
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
|
1351±14.0 |
|
›
66
|
qwen3.5-27b
阿里巴巴 · Apache 2.0
|
1351±19.0 |
|
›
67
|
glm-4.6
智谱 ZAI · MIT
|
1343±19.0 |
|
›
68
|
gpt-5.2-codex
OpenAI · Proprietary
|
1343±19.0 |
|
›
69
|
mimo-v2-flash (non-thinking)
小米 · MIT
|
1342±20.0 |
|
›
70
|
gpt-5.1
OpenAI · Proprietary
|
1341±15.0 |
|
›
71
|
gemma-4-31b
Google · Apache 2.0
|
1337±23.0 |
|
›
72
|
grok-4.3
SpaceXAI · Proprietary
|
1336±18.0 |
|
›
73
|
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
|
1332±14.0 |
|
›
74
|
claude-haiku-4-5-20251001
Anthropic · Proprietary
|
1323±11.0 |
|
›
75
|
gemma-4-26b-a4b
Google · Apache 2.0
|
1317±47.0 |
|
›
76
|
deepseek-v3.2
DeepSeek · MIT
|
1316±16.0 |
|
›
77
|
gpt-5.1-codex
OpenAI · Proprietary
|
1311±22.0 |
|
›
78
|
minimax-m2
MiniMax · Apache 2.0
|
1306±19.0 |
|
›
79
|
laguna-xs.2
Poolside · Apache 2.0
|
1295±29.0 |
|
›
80
|
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
|
1281±14.0 |
|
›
81
|
mistral-medium-3.5
Mistral · Modified MIT
|
1269±39.0 |
|
›
82
|
mimo-v2-flash (thinking)
小米 · MIT
|
1262±35.0 |
|
›
83
|
deepseek-v3.2-exp
DeepSeek · MIT
|
1250±25.0 |
|
›
84
|
gemini-3.1-flash-lite-preview
Google · Proprietary
|
1240±16.0 |
|
›
85
|
gpt-5.1-codex-mini
OpenAI · Proprietary
|
1239±42.0 |
|
›
86
|
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
|
1235±20.0 |
|
›
87
|
KAT-Coder-Pro-V1
· Proprietary
|
1235±42.0 |
|
›
88
|
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
|
1218±43.0 |
|
›
89
|
qwen3.5-flash
阿里巴巴 · Proprietary
|
1213±42.0 |
|
›
90
|
grok-4.1-thinking
SpaceXAI · Proprietary
|
1193±54.0 |
|
›
91
|
devstral-2
Mistral · Modified MIT
|
1191±45.0 |
|
›
92
|
trinity-large-thinking
· Apache 2.0
|
1185±62.0 |
|
›
93
|
gemini-2.5-pro
Google · Proprietary
|
1175±32.0 |
|
›
94
|
granite-4.1-8b
IBM · Apache 2.0
|
1155±49.0 |
|
›
95
|
mistral-large-3
Mistral · Apache 2.0
|
1151±60.0 |
|
›
96
|
grok-code-fast-1
SpaceXAI · Proprietary
|
1135±54.0 |
|
›
97
|
grok-4-fast-reasoning
SpaceXAI · Proprietary
|
1124±58.0 |
|
›
98
|
devstral-medium-2507
Mistral · Proprietary
|
1076±59.0 |
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