排名 模型
🥇
kimi-k3-max 月之暗面 · Kimi K3 license
1702±20.0
🥈
claude-opus-5-max Anthropic · Proprietary
1677±18.0
🥉
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1669±25.0
4
claude-opus-5-high Anthropic · Proprietary
1642±16.0
5
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1631±14.0
6
claude-fable-5 Anthropic · Proprietary
1623±15.0
7
deepseek-v4-flash-high DeepSeek · MIT · Preliminary
1610±25.0
8
glm-5.2-max 智谱 ZAI · MIT
1609±14.0
9
claude-opus-4-7-thinking Anthropic · Proprietary
1566±10.0
10
claude-opus-4-7 Anthropic · Proprietary
1564±10.0
11
claude-sonnet-5-high Anthropic · Proprietary
1559±15.0
12
claude-opus-4-8-thinking Anthropic · Proprietary
1558±12.0
13
grok-4.5 SpaceXAI · Proprietary
1551±16.0
14
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1541±17.0
15
seed-2.1-pro-preview 字节跳动 · Proprietary · Preliminary
1540±14.0
16
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1539±18.0
17
claude-opus-4-8 Anthropic · Proprietary
1535±12.0
18
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1535±12.0
19
muse-spark-1.1 Meta · Proprietary · Preliminary
1534±16.0
20
claude-opus-4-6-thinking Anthropic · Proprietary
1534±9.0
21
hy3 腾讯 · Apache 2.0
1533±24.0
22
claude-opus-4-6 Anthropic · Proprietary
1531±9.0
23
gemini-3.6-flash Google · Proprietary · Preliminary
1530±18.0
24
kimi-k2.6 月之暗面 · Modified MIT
1526±12.0
25
minimax-m3 MiniMax · MiniMax Community License
1523±12.0
26
claude-sonnet-4-6 Anthropic · Proprietary
1520±9.0
27
muse-spark-1.2 (xHigh) Meta · Proprietary
1519±26.0
28
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1502±10.0
29
kimi-k2.7-code 月之暗面 · Modified MIT
1501±17.0
30
glm-5.1 智谱 ZAI · MIT
1498±12.0
31
gemini-3.5-flash Google · Proprietary
1492±23.0
32
gemini-3.5-flash-high Google · Proprietary
1491±19.0
33
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1485±10.0
34
claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary
1485±13.0
35
qwen3.6-max-preview 阿里巴巴 · Proprietary
1476±22.0
36
gemini-3.5-flash-medium Google · Proprietary
1470±13.0
37
claude-opus-4-5-20251101 Anthropic · Proprietary
1468±11.0
38
deepseek-v4-pro-high-preview DeepSeek · MIT
1466±10.0
39
gemini-3.1-pro-preview Google · Proprietary
1461±8.0
40
gemini-3-pro Google · Proprietary
1460±12.0
41
mimo-v2.5-pro 小米 · MIT
1460±10.0
42
gpt-5.5 (codex-harness) OpenAI · Proprietary
1458±11.0
43
deepseek-v4-pro DeepSeek · MIT
1457±10.0
44
inkling Thinky · Apache 2.0
1457±15.0
45
qwen3.6-plus 阿里巴巴 · Proprietary
1455±10.0
46
kimi-k2.5-thinking 月之暗面 · Modified MIT
1453±9.0
47
gemini-3-flash Google · Proprietary
1450±13.0
48
glm-4.7 智谱 ZAI · MIT
1448±21.0
49
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1448±33.0
50
mimo-v2.5 小米 · MIT
1444±11.0
51
kimi-k2.5-instant 月之暗面 · Modified MIT
1439±21.0
52
deepseek-v4-flash-high-preview DeepSeek · MIT
1439±12.0
53
glm-5 智谱 ZAI · MIT
1435±14.0
54
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1434±31.0
55
gpt-5-medium OpenAI · Proprietary
1432±26.0
56
mimo-v2-pro 小米 · Proprietary
1430±14.0
57
glm-5v-turbo 智谱 ZAI · Proprietary
1407±25.0
58
minimax-m2.7 MiniMax · Modified MIT
1407±10.0
59
minimax-m2.1-preview MiniMax · MIT
1401±14.0
60
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1400±9.0
61
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1395±10.0
62
gpt-5.4-mini-high OpenAI · Proprietary
1394±11.0
63
gpt-5.1-medium OpenAI · Proprietary
1394±20.0
64
gpt-5.2 OpenAI · Proprietary
1392±42.0
65
gemini-3-flash (thinking-minimal) Google · Proprietary
1391±8.0
66
gemma-4-26b-a4b Google · Apache 2.0
1391±28.0
67
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1387±24.0
68
muse-glimmer Meta · Apache-2.0
1387±31.0
69
claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary
1385±12.0
70
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1383±11.0
71
gemma-4-31b Google · Apache 2.0
1383±13.0
72
minimax-m2.5 MiniMax · Modified MIT
1381±14.0
73
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1376±13.0
74
claude-opus-4-1-20250805 Anthropic · Proprietary
1368±17.0
75
grok-4.3 SpaceXAI · Proprietary
1368±11.0
76
deepseek-v3.2-thinking DeepSeek · MIT
1366±14.0
77
qwen3.5-27b 阿里巴巴 · Apache 2.0
1365±13.0
78
gpt-5.4 OpenAI · Proprietary
1365±29.0
79
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1358±19.0
80
gpt-5.1 OpenAI · Proprietary
1354±13.0
81
laguna-m.1 Poolside · Apache 2.0
1353±17.0
82
gpt-5.2-codex OpenAI · Proprietary
1352±14.0
83
glm-4.6 智谱 ZAI · MIT
1349±17.0
84
gpt-5.1-codex OpenAI · Proprietary
1348±19.0
85
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1344±30.0
86
mimo-v2-flash (non-thinking) 小米 · MIT
1340±16.0
87
deepseek-v3.2 DeepSeek · MIT
1334±13.0
88
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1332±11.0
89
claude-haiku-4-5-20251001 Anthropic · Proprietary
1319±8.0
90
mimo-v2-flash (thinking) 小米 · MIT
1316±28.0
91
minimax-m2 MiniMax · Apache 2.0
1309±17.0
92
laguna-xs.2 Poolside · Apache 2.0
1308±20.0
93
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1288±12.0
94
qwen3.5-flash 阿里巴巴 · Proprietary
1281±34.0
95
mistral-medium-3.5 Mistral · Modified MIT
1275±26.0
96
deepseek-v3.2-exp DeepSeek · MIT
1271±23.0
97
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1260±17.0
98
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1258±31.0
99
KAT-Coder-Pro-V1 · Proprietary
1258±39.0
100
gpt-5.1-codex-mini OpenAI · Proprietary
1249±38.0
101
mistral-large-3 Mistral · Apache 2.0
1248±43.0
102
trinity-large-thinking · Apache 2.0
1245±35.0
103
gemini-3.1-flash-lite-preview Google · Proprietary
1245±11.0
104
gemini-2.5-pro Google · Proprietary
1233±28.0
105
devstral-2 Mistral · Modified MIT
1215±35.0
106
granite-4.1-8b IBM · Apache 2.0
1202±31.0
107
grok-4.1-thinking SpaceXAI · Proprietary
1201±47.0
108
grok-code-fast-1 SpaceXAI · Proprietary
1162±54.0
109
grok-4-fast-reasoning SpaceXAI · Proprietary
1153±54.0
110
mercury-2 Inception AI · Proprietary
1149±44.0
111
devstral-medium-2507 Mistral · Proprietary
1123±51.0

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