排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1625±33.0
🥈
claude-opus-5-high Anthropic · Proprietary
1597±24.0
🥉
kimi-k3-max 月之暗面 · Kimi K3 license
1595±23.0
4
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1585±46.0
5
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1560±18.0
6
claude-fable-5 Anthropic · Proprietary
1556±17.0
7
glm-5.2-max 智谱 ZAI · MIT
1544±16.0
8
muse-spark-1.1 Meta · Proprietary · Preliminary
1534±21.0
9
claude-opus-4-7-thinking Anthropic · Proprietary
1530±11.0
10
deepseek-v4-flash-high DeepSeek · MIT · Preliminary
1527±45.0
11
claude-opus-4-7 Anthropic · Proprietary
1527±12.0
12
claude-opus-4-8-thinking Anthropic · Proprietary
1526±13.0
13
claude-sonnet-4-6 Anthropic · Proprietary
1517±10.0
14
claude-opus-4-6-thinking Anthropic · Proprietary
1517±10.0
15
claude-opus-4-6 Anthropic · Proprietary
1515±10.0
16
grok-4.5 SpaceXAI · Proprietary
1514±20.0
17
seed-2.1-pro-preview 字节跳动 · Proprietary · Preliminary
1509±17.0
18
glm-5.1 智谱 ZAI · MIT
1504±15.0
19
claude-opus-4-8 Anthropic · Proprietary
1502±14.0
20
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1502±23.0
21
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1502±23.0
22
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1496±14.0
23
claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary
1496±15.0
24
claude-sonnet-5-high Anthropic · Proprietary
1496±20.0
25
gemini-3.6-flash Google · Proprietary · Preliminary
1494±24.0
26
kimi-k2.6 月之暗面 · Modified MIT
1490±12.0
27
minimax-m3 MiniMax · MiniMax Community License
1484±13.0
28
hy3 腾讯 · Apache 2.0
1482±37.0
29
qwen3.6-max-preview 阿里巴巴 · Proprietary
1473±23.0
30
gemini-3.5-flash-high Google · Proprietary
1473±26.0
31
gemini-3.5-flash-medium Google · Proprietary
1471±15.0
32
gemini-3.5-flash Google · Proprietary
1469±25.0
33
mimo-v2.5-pro 小米 · MIT
1464±11.0
34
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1462±12.0
35
deepseek-v4-pro-high-preview DeepSeek · MIT
1459±12.0
36
kimi-k2.7-code 月之暗面 · Modified MIT
1453±19.0
37
qwen3.6-plus 阿里巴巴 · Proprietary
1450±10.0
38
claude-opus-4-5-20251101 Anthropic · Proprietary
1447±13.0
39
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1445±11.0
40
mimo-v2.5 小米 · MIT
1443±12.0
41
deepseek-v4-pro DeepSeek · MIT
1436±11.0
42
mimo-v2-pro 小米 · Proprietary
1433±14.0
43
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1431±37.0
44
glm-5 智谱 ZAI · MIT
1427±16.0
45
gpt-5.5 (codex-harness) OpenAI · Proprietary
1427±11.0
46
deepseek-v4-flash-high-preview DeepSeek · MIT
1423±13.0
47
gpt-5.2 OpenAI · Proprietary
1422±49.0
48
kimi-k2.5-thinking 月之暗面 · Modified MIT
1422±10.0
49
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1420±34.0
50
glm-4.7 智谱 ZAI · MIT
1420±25.0
51
gemini-3-pro Google · Proprietary
1419±14.0
52
gemini-3-flash Google · Proprietary
1412±15.0
53
gpt-5.4 OpenAI · Proprietary
1408±31.0
54
gemini-3.1-pro-preview Google · Proprietary
1405±9.0
55
inkling Thinky · Apache 2.0
1402±22.0
56
minimax-m2.7 MiniMax · Modified MIT
1402±12.0
57
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1399±25.0
58
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1395±10.0
59
claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary
1395±14.0
60
gpt-5.4-mini-high OpenAI · Proprietary
1389±12.0
61
gpt-5.1-medium OpenAI · Proprietary
1388±24.0
62
minimax-m2.5 MiniMax · Modified MIT
1387±15.0
63
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1387±13.0
64
minimax-m2.1-preview MiniMax · MIT
1385±18.0
65
glm-5v-turbo 智谱 ZAI · Proprietary
1384±30.0
66
deepseek-v3.2-thinking DeepSeek · MIT
1381±18.0
67
gpt-5-medium OpenAI · Proprietary
1380±36.0
68
claude-opus-4-1-20250805 Anthropic · Proprietary
1369±22.0
69
kimi-k2.5-instant 月之暗面 · Modified MIT
1361±24.0
70
gemini-3-flash (thinking-minimal) Google · Proprietary
1361±9.0
71
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1361±21.0
72
gpt-5.1-codex OpenAI · Proprietary
1360±25.0
73
laguna-m.1 Poolside · Apache 2.0
1358±19.0
74
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1358±10.0
75
qwen3.5-27b 阿里巴巴 · Apache 2.0
1357±14.0
76
gpt-5.1 OpenAI · Proprietary
1356±16.0
77
gpt-5.2-codex OpenAI · Proprietary
1350±17.0
78
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1350±14.0
79
gemma-4-26b-a4b Google · Apache 2.0
1344±33.0
80
glm-4.6 智谱 ZAI · MIT
1342±22.0
81
grok-4.3 SpaceXAI · Proprietary
1340±12.0
82
claude-haiku-4-5-20251001 Anthropic · Proprietary
1338±9.0
83
gemma-4-31b Google · Apache 2.0
1333±18.0
84
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1330±32.0
85
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1320±13.0
86
minimax-m2 MiniMax · Apache 2.0
1318±21.0
87
mimo-v2-flash (non-thinking) 小米 · MIT
1317±19.0
88
deepseek-v3.2 DeepSeek · MIT
1317±15.0
89
laguna-xs.2 Poolside · Apache 2.0
1300±21.0
90
mimo-v2-flash (thinking) 小米 · MIT
1293±33.0
91
KAT-Coder-Pro-V1 · Proprietary
1284±50.0
92
mistral-large-3 Mistral · Apache 2.0
1275±57.0
93
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1272±14.0
94
deepseek-v3.2-exp DeepSeek · MIT
1260±30.0
95
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1258±32.0
96
mistral-medium-3.5 Mistral · Modified MIT
1254±28.0
97
grok-4.1-thinking SpaceXAI · Proprietary
1240±61.0
98
gemini-3.1-flash-lite-preview Google · Proprietary
1240±12.0
99
trinity-large-thinking · Apache 2.0
1236±36.0
100
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1234±21.0
101
qwen3.5-flash 阿里巴巴 · Proprietary
1226±35.0
102
devstral-2 Mistral · Modified MIT
1221±42.0
103
gpt-5.1-codex-mini OpenAI · Proprietary
1216±57.0
104
grok-code-fast-1 SpaceXAI · Proprietary
1211±65.0
105
grok-4-fast-reasoning SpaceXAI · Proprietary
1206±57.0
106
granite-4.1-8b IBM · Apache 2.0
1168±37.0
107
gemini-2.5-pro Google · Proprietary
1161±40.0
108
mercury-2 Inception AI · Proprietary
1143±49.0
109
devstral-medium-2507 Mistral · Proprietary
1009±101.0

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