排名 模型
🥇
claude-fable-5 Anthropic · Proprietary
1650±0.0
🥈
glm-5.2 (max) 智谱 ZAI · MIT
1581±0.0
🥉
grok-4.5 SpaceXAI · Proprietary
1570±0.0
4
claude-opus-4-8-thinking Anthropic · Proprietary
1561±0.0
5
claude-opus-4-7-thinking Anthropic · Proprietary
1557±0.0
6
claude-opus-4-7 Anthropic · Proprietary
1556±0.0
7
claude-sonnet-5-high Anthropic · Proprietary
1544±0.0
8
claude-opus-4-6-thinking Anthropic · Proprietary
1543±0.0
9
muse-spark-1.1 Meta · Proprietary
1541±0.0
10
seed-2.1-pro-preview 字节跳动 · Proprietary
1538±0.0
11
claude-opus-4-6 Anthropic · Proprietary
1536±0.0
12
claude-opus-4-8 Anthropic · Proprietary
1534±0.0
13
glm-5.1 智谱 ZAI · MIT
1527±0.0
14
claude-sonnet-4-6 Anthropic · Proprietary
1521±0.0
15
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1521±0.0
16
kimi-k2.6 月之暗面 · Modified MIT
1514±0.0
17
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1502±0.0
18
gemini-3.5-flash-medium Google · Proprietary
1500±0.0
19
minimax-m3 MiniMax · MiniMax Community License
1496±0.0
20
claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary
1490±0.0
21
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1481±0.0
22
qwen3.6-max-preview 阿里巴巴 · Proprietary
1480±0.0
23
mimo-v2.5-pro 小米 · MIT
1473±0.0
24
kimi-k2.7-code 月之暗面 · Modified MIT
1469±0.0
25
claude-opus-4-5-20251101 Anthropic · Proprietary
1466±0.0
26
qwen3.6-plus 阿里巴巴 · Proprietary
1459±0.0
27
deepseek-v4-pro-thinking DeepSeek · MIT
1457±0.0
28
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1457±0.0
29
gpt-5.5 (codex-harness) OpenAI · Proprietary
1450±0.0
30
deepseek-v4-pro DeepSeek · MIT
1447±0.0
31
gemini-3.1-pro-preview Google · Proprietary
1444±0.0
32
glm-4.7 智谱 ZAI · MIT
1440±0.0
33
gemini-3-pro Google · Proprietary
1439±0.0
34
gemini-3-flash Google · Proprietary
1437±0.0
35
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1437±0.0
36
kimi-k2.5-thinking 月之暗面 · Modified MIT
1433±0.0
37
mimo-v2-pro 小米 · Proprietary
1431±0.0
38
glm-5 智谱 ZAI · MIT
1430±0.0
39
mimo-v2.5 小米 · MIT
1429±0.0
40
kimi-k2.5-instant 月之暗面 · Modified MIT
1408±0.0
41
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1407±0.0
42
glm-5v-turbo 智谱 ZAI · Proprietary
1405±0.0
43
gpt-5.2 OpenAI · Proprietary
1405±0.0
44
gpt-5.4-mini-high OpenAI · Proprietary
1397±0.0
45
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1396±0.0
46
gpt-5-medium OpenAI · Proprietary
1394±0.0
47
minimax-m2.7 MiniMax · Modified MIT
1394±0.0
48
gpt-5.4 OpenAI · Proprietary
1392±0.0
49
minimax-m2.1-preview MiniMax · MIT
1392±0.0
50
gpt-5.1-medium OpenAI · Proprietary
1391±0.0
51
claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary
1388±0.0
52
gemini-3-flash (thinking-minimal) Google · Proprietary
1387±0.0
53
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1386±0.0
54
claude-opus-4-1-20250805 Anthropic · Proprietary
1386±0.0
55
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1383±0.0
56
minimax-m2.5 MiniMax · Modified MIT
1382±0.0
57
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1371±0.0
58
gemma-4-31b Google · Apache 2.0
1370±0.0
59
deepseek-v3.2-thinking DeepSeek · MIT
1368±0.0
60
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1364±0.0
61
grok-4.3 SpaceXAI · Proprietary
1361±0.0
62
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1361±0.0
63
gemma-4-26b-a4b Google · Apache 2.0
1361±0.0
64
qwen3.5-27b 阿里巴巴 · Apache 2.0
1356±0.0
65
glm-4.6 智谱 ZAI · MIT
1355±0.0
66
laguna-m.1 Poolside · Apache 2.0
1354±0.0
67
gpt-5.1 OpenAI · Proprietary
1339±0.0
68
mimo-v2-flash (non-thinking) 小米 · MIT
1336±0.0
69
gpt-5.2-codex OpenAI · Proprietary
1334±0.0
70
deepseek-v3.2 DeepSeek · MIT
1332±0.0
71
gpt-5.1-codex OpenAI · Proprietary
1330±0.0
72
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1330±0.0
73
claude-haiku-4-5-20251001 Anthropic · Proprietary
1327±0.0
74
minimax-m2 MiniMax · Apache 2.0
1305±0.0
75
laguna-xs.2 Poolside · Apache 2.0
1303±0.0
76
mimo-v2-flash (thinking) 小米 · MIT
1301±0.0
77
deepseek-v3.2-exp DeepSeek · MIT
1288±0.0
78
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1281±0.0
79
mistral-medium-3.5 Mistral · Modified MIT
1268±0.0
80
KAT-Coder-Pro-V1 快手 · Proprietary
1259±0.0
81
gemini-3.1-flash-lite-preview Google · Proprietary
1253±0.0
82
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1250±0.0
83
trinity-large-thinking Arcee AI · Apache 2.0
1243±0.0
84
gpt-5.1-codex-mini OpenAI · Proprietary
1240±0.0
85
qwen3.5-flash 阿里巴巴 · Proprietary
1237±0.0
86
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1234±0.0
87
mistral-large-3 Mistral · Apache 2.0
1224±0.0
88
grok-4.1-thinking SpaceXAI · Proprietary
1209±0.0
89
gemini-2.5-pro Google · Proprietary
1204±0.0
90
devstral-2 Mistral · Modified MIT
1200±0.0
91
granite-4.1-8b IBM · Apache 2.0
1200±0.0
92
mercury-2 Inception AI · Proprietary
1164±0.0
93
grok-4-fast-reasoning SpaceXAI · Proprietary
1150±0.0
94
grok-code-fast-1 SpaceXAI · Proprietary
1140±0.0
95
devstral-medium-2507 Mistral · Proprietary
1092±0.0

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