排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1638±24.0
🥈
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1633±45.0
🥉
kimi-k3-max 月之暗面 · Kimi K3 license
1615±23.0
4
claude-opus-5-high Anthropic · Proprietary
1602±23.0
5
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1572±18.0
6
claude-fable-5 Anthropic · Proprietary
1561±17.0
7
glm-5.2-max 智谱 ZAI · MIT
1560±16.0
8
deepseek-v4-flash-high DeepSeek · MIT · Preliminary
1552±36.0
9
muse-spark-1.2 (xHigh) Meta · Proprietary
1552±44.0
10
claude-opus-4-8-thinking Anthropic · Proprietary
1547±13.0
11
claude-opus-4-7 Anthropic · Proprietary
1541±12.0
12
claude-opus-4-7-thinking Anthropic · Proprietary
1538±11.0
13
claude-opus-4-6-thinking Anthropic · Proprietary
1532±11.0
14
claude-opus-4-6 Anthropic · Proprietary
1530±10.0
15
claude-opus-4-8 Anthropic · Proprietary
1530±14.0
16
muse-spark-1.1 Meta · Proprietary · Preliminary
1529±20.0
17
grok-4.5 SpaceXAI · Proprietary
1524±20.0
18
claude-sonnet-4-6 Anthropic · Proprietary
1522±10.0
19
claude-sonnet-5-high Anthropic · Proprietary
1520±20.0
20
seed-2.1-pro-preview 字节跳动 · Proprietary · Preliminary
1518±18.0
21
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1515±23.0
22
glm-5.1 智谱 ZAI · MIT
1512±15.0
23
kimi-k2.6 月之暗面 · Modified MIT
1507±13.0
24
gemini-3.6-flash Google · Proprietary · Preliminary
1505±24.0
25
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1504±14.0
26
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1501±22.0
27
claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary
1499±15.0
28
gemini-3.5-flash-high Google · Proprietary
1483±25.0
29
minimax-m3 MiniMax · MiniMax Community License
1482±14.0
30
hy3 腾讯 · Apache 2.0
1475±35.0
31
gemini-3.5-flash Google · Proprietary
1474±25.0
32
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1471±12.0
33
kimi-k2.7-code 月之暗面 · Modified MIT
1471±19.0
34
qwen3.6-max-preview 阿里巴巴 · Proprietary
1469±23.0
35
deepseek-v4-pro-high-preview DeepSeek · MIT
1467±12.0
36
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1464±35.0
37
mimo-v2.5-pro 小米 · MIT
1463±12.0
38
claude-opus-4-5-20251101 Anthropic · Proprietary
1460±13.0
39
gemini-3.5-flash-medium Google · Proprietary
1458±15.0
40
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1456±11.0
41
mimo-v2.5 小米 · MIT
1451±12.0
42
deepseek-v4-pro DeepSeek · MIT
1450±12.0
43
qwen3.6-plus 阿里巴巴 · Proprietary
1449±10.0
44
gemini-3-flash Google · Proprietary
1445±15.0
45
glm-5 智谱 ZAI · MIT
1444±16.0
46
mimo-v2-pro 小米 · Proprietary
1442±15.0
47
deepseek-v4-flash-high-preview DeepSeek · MIT
1440±13.0
48
kimi-k2.5-thinking 月之暗面 · Modified MIT
1438±10.0
49
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1437±34.0
50
gemini-3-pro Google · Proprietary
1436±14.0
51
gpt-5.5 (codex-harness) OpenAI · Proprietary
1435±12.0
52
glm-4.7 智谱 ZAI · MIT
1435±25.0
53
glm-5v-turbo 智谱 ZAI · Proprietary
1429±33.0
54
inkling Thinky · Apache 2.0
1426±22.0
55
gemini-3.1-pro-preview Google · Proprietary
1423±9.0
56
gpt-5-medium OpenAI · Proprietary
1420±35.0
57
gpt-5.2 OpenAI · Proprietary
1418±51.0
58
minimax-m2.7 MiniMax · Modified MIT
1408±12.0
59
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1403±26.0
60
gpt-5.1-medium OpenAI · Proprietary
1400±24.0
61
gpt-5.4 OpenAI · Proprietary
1399±30.0
62
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1398±10.0
63
gpt-5.4-mini-high OpenAI · Proprietary
1391±12.0
64
claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary
1390±14.0
65
kimi-k2.5-instant 月之暗面 · Modified MIT
1387±24.0
66
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1384±13.0
67
minimax-m2.1-preview MiniMax · MIT
1383±17.0
68
claude-opus-4-1-20250805 Anthropic · Proprietary
1378±20.0
69
laguna-m.1 Poolside · Apache 2.0
1376±19.0
70
gemini-3-flash (thinking-minimal) Google · Proprietary
1373±9.0
71
deepseek-v3.2-thinking DeepSeek · MIT
1368±17.0
72
minimax-m2.5 MiniMax · Modified MIT
1367±15.0
73
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1364±11.0
74
gemma-4-31b Google · Apache 2.0
1364±17.0
75
qwen3.5-27b 阿里巴巴 · Apache 2.0
1362±14.0
76
gpt-5.1-codex OpenAI · Proprietary
1359±24.0
77
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1358±14.0
78
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1357±21.0
79
glm-4.6 智谱 ZAI · MIT
1355±21.0
80
grok-4.3 SpaceXAI · Proprietary
1351±12.0
81
gpt-5.2-codex OpenAI · Proprietary
1347±17.0
82
gemma-4-26b-a4b Google · Apache 2.0
1343±32.0
83
deepseek-v3.2 DeepSeek · MIT
1339±15.0
84
gpt-5.1 OpenAI · Proprietary
1336±15.0
85
claude-haiku-4-5-20251001 Anthropic · Proprietary
1328±9.0
86
mimo-v2-flash (non-thinking) 小米 · MIT
1321±19.0
87
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1319±34.0
88
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1318±13.0
89
laguna-xs.2 Poolside · Apache 2.0
1313±22.0
90
minimax-m2 MiniMax · Apache 2.0
1306±21.0
91
mimo-v2-flash (thinking) 小米 · MIT
1294±35.0
92
deepseek-v3.2-exp DeepSeek · MIT
1284±30.0
93
mistral-medium-3.5 Mistral · Modified MIT
1278±29.0
94
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1272±14.0
95
KAT-Coder-Pro-V1 · Proprietary
1264±51.0
96
gemini-3.1-flash-lite-preview Google · Proprietary
1255±12.0
97
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1253±33.0
98
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1250±21.0
99
trinity-large-thinking · Apache 2.0
1244±39.0
100
gpt-5.1-codex-mini OpenAI · Proprietary
1241±53.0
101
gemini-2.5-pro Google · Proprietary
1224±35.0
102
qwen3.5-flash 阿里巴巴 · Proprietary
1222±38.0
103
grok-code-fast-1 SpaceXAI · Proprietary
1208±61.0
104
devstral-2 Mistral · Modified MIT
1203±44.0
105
granite-4.1-8b IBM · Apache 2.0
1192±35.0
106
mistral-large-3 Mistral · Apache 2.0
1180±64.0
107
grok-4.1-thinking SpaceXAI · Proprietary
1160±60.0
108
grok-4-fast-reasoning SpaceXAI · Proprietary
1157±60.0
109
mercury-2 Inception AI · Proprietary
1155±46.0
110
devstral-medium-2507 Mistral · Proprietary
926±110.0

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