排名 模型
🥇
kimi-k3-max 月之暗面 · Kimi K3 license
1721±28.0
🥈
claude-opus-5-max Anthropic · Proprietary
1714±20.0
🥉
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1684±32.0
4
claude-opus-5-high Anthropic · Proprietary
1676±19.0
5
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1656±17.0
6
claude-fable-5 Anthropic · Proprietary
1652±17.0
7
grok-4.6-high SpaceXAI · Proprietary · Preliminary
1629±41.0
8
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1599±32.0
9
glm-5.2-max 智谱 ZAI · MIT
1589±15.0
10
gemini-3.7-flash-high Google · Proprietary · Preliminary
1586±28.0
11
deepseek-v4-flash-high DeepSeek · MIT
1584±26.0
12
claude-opus-4-7-high Anthropic · Proprietary
1584±11.0
13
claude-opus-4-8-high Anthropic · Proprietary
1578±13.0
14
grok-4.5 SpaceXAI · Proprietary
1578±21.0
15
claude-opus-4-7 Anthropic · Proprietary
1573±11.0
16
claude-opus-4-6-high Anthropic · Proprietary
1564±10.0
17
muse-spark-1.1 Meta · Proprietary
1557±20.0
18
claude-opus-4-8 Anthropic · Proprietary
1556±13.0
19
claude-opus-4-6 Anthropic · Proprietary
1553±10.0
20
claude-sonnet-5-high Anthropic · Proprietary
1552±18.0
21
muse-spark-1.2 (xHigh) Meta · Proprietary
1548±31.0
22
gemini-3.6-flash-high Google · Proprietary
1537±21.0
23
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1536±14.0
24
glm-5.1 智谱 ZAI · MIT
1535±15.0
25
claude-sonnet-4-6 Anthropic · Proprietary
1533±9.0
26
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1530±11.0
27
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1528±21.0
28
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1524±20.0
29
seed-2.1-pro-preview 字节跳动 · Proprietary
1522±16.0
30
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1522±14.0
31
hy3 腾讯 · Apache 2.0
1516±31.0
32
kimi-k2.6 月之暗面 · Modified MIT
1511±13.0
33
gemini-3.5-flash-high Google · Proprietary
1505±17.0
34
gemini-3.5-flash-medium Google · Proprietary
1499±15.0
35
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1497±11.0
36
minimax-m3 MiniMax · MiniMax Community License
1486±13.0
37
kimi-k2.7-code 月之暗面 · Modified MIT
1478±18.0
38
qwen3.6-max-preview 阿里巴巴 · Proprietary
1476±23.0
39
deepseek-v4-pro-high-preview DeepSeek · MIT
1475±12.0
40
claude-opus-4-5-20251101 Anthropic · Proprietary
1473±12.0
41
mimo-v2.5-pro 小米 · MIT
1472±11.0
42
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1470±35.0
43
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1467±34.0
44
qwen3.6-plus 阿里巴巴 · Proprietary
1466±10.0
45
gpt-5.5 (codex-harness) OpenAI · Proprietary
1464±11.0
46
gemini-3.1-pro-preview Google · Proprietary
1454±9.0
47
deepseek-v4-pro DeepSeek · MIT
1452±12.0
48
gemini-3-pro Google · Proprietary
1451±13.0
49
mimo-v2.5 小米 · MIT
1449±11.0
50
glm-5 智谱 ZAI · MIT
1448±16.0
51
mimo-v2-pro 小米 · Proprietary
1443±15.0
52
gemini-3-flash Google · Proprietary
1443±14.0
53
deepseek-v4-flash-high-preview DeepSeek · MIT
1440±13.0
54
kimi-k2.5-thinking 月之暗面 · Modified MIT
1439±10.0
55
glm-4.7 智谱 ZAI · MIT
1437±22.0
56
gpt-5-medium OpenAI · Proprietary
1424±25.0
57
kimi-k2.5-instant 月之暗面 · Modified MIT
1419±24.0
58
gpt-5.4 OpenAI · Proprietary
1416±31.0
59
claude-opus-4-1-20250805 Anthropic · Proprietary
1415±17.0
60
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1414±26.0
61
gpt-5.4-mini-high OpenAI · Proprietary
1410±12.0
62
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1399±10.0
63
gpt-5.2 OpenAI · Proprietary
1396±43.0
64
inkling Thinky · Apache 2.0
1395±18.0
65
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1395±12.0
66
gpt-5.1-medium OpenAI · Proprietary
1394±20.0
67
inkling-small Thinky · Apache 2.0
1393±26.0
68
minimax-m2.7 MiniMax · Modified MIT
1389±11.0
69
gemini-3-flash (thinking-minimal) Google · Proprietary
1389±9.0
70
glm-5v-turbo 智谱 ZAI · Proprietary
1389±34.0
71
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1388±12.0
72
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1382±21.0
73
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1378±11.0
74
minimax-m2.1-preview MiniMax · MIT
1375±16.0
75
muse-glimmer Meta · Apache-2.0
1374±37.0
76
minimax-m2.5 MiniMax · Modified MIT
1366±15.0
77
gemma-4-26b-a4b Google · Apache 2.0
1363±33.0
78
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1361±14.0
79
solar-pro4 Upstage · Proprietary
1360±43.0
80
qwen3.5-27b 阿里巴巴 · Apache 2.0
1356±14.0
81
grok-4.3 SpaceXAI · Proprietary
1355±12.0
82
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1355±33.0
83
deepseek-v3.2-thinking DeepSeek · MIT
1352±16.0
84
gpt-5.2-codex OpenAI · Proprietary
1352±16.0
85
gemma-4-31b Google · Apache 2.0
1351±15.0
86
gpt-5.1 OpenAI · Proprietary
1346±13.0
87
laguna-m.1 Poolside · Apache 2.0
1346±19.0
88
glm-4.6 智谱 ZAI · MIT
1340±17.0
89
gpt-5.1-codex OpenAI · Proprietary
1335±19.0
90
mimo-v2-flash (non-thinking) 小米 · MIT
1319±18.0
91
deepseek-v3.2 DeepSeek · MIT
1318±14.0
92
claude-haiku-4-5-20251001 Anthropic · Proprietary
1318±9.0
93
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1313±12.0
94
minimax-m2 MiniMax · Apache 2.0
1291±17.0
95
laguna-xs.2 Poolside · Apache 2.0
1287±21.0
96
mistral-medium-3.5 Mistral · Modified MIT
1283±26.0
97
deepseek-v3.2-exp DeepSeek · MIT
1277±21.0
98
mimo-v2-flash (thinking) 小米 · MIT
1269±31.0
99
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1263±13.0
100
KAT-Coder-Pro-V1 · Proprietary
1262±34.0
101
gemini-3.1-flash-lite-preview Google · Proprietary
1257±12.0
102
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1245±32.0
103
qwen3.5-flash 阿里巴巴 · Proprietary
1239±36.0
104
trinity-large-thinking · Apache 2.0
1237±41.0
105
gpt-5.1-codex-mini OpenAI · Proprietary
1235±37.0
106
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1234±20.0
107
gemini-2.5-pro Google · Proprietary
1227±26.0
108
granite-4.1-8b IBM · Apache 2.0
1221±32.0
109
grok-4.1-thinking SpaceXAI · Proprietary
1209±46.0
110
mistral-large-3 Mistral · Apache 2.0
1208±50.0
111
devstral-2 Mistral · Modified MIT
1182±40.0
112
mercury-2 Inception AI · Proprietary
1177±48.0
113
grok-code-fast-1 SpaceXAI · Proprietary
1175±51.0
114
grok-4-fast-reasoning SpaceXAI · Proprietary
1160±53.0
115
devstral-medium-2507 Mistral · Proprietary
1084±57.0

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