排名 模型
🥇
kimi-k3-max 月之暗面 · Kimi K3 license
1702±20.0
🥈
claude-opus-5-max Anthropic · Proprietary
1674±17.0
🥉
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
grok-4.6-high SpaceXAI · Proprietary · Preliminary
1616±39.0
8
glm-5.2-max 智谱 ZAI · MIT
1609±14.0
9
deepseek-v4-flash-high DeepSeek · MIT · Preliminary
1603±24.0
10
claude-opus-4-7-high Anthropic · Proprietary
1564±10.0
11
claude-opus-4-7 Anthropic · Proprietary
1564±10.0
12
claude-opus-4-8-high Anthropic · Proprietary
1558±12.0
13
claude-sonnet-5-high Anthropic · Proprietary
1558±15.0
14
grok-4.5 SpaceXAI · Proprietary
1550±16.0
15
seed-2.1-pro-preview 字节跳动 · Proprietary · Preliminary
1542±14.0
16
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1542±17.0
17
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1538±17.0
18
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1535±12.0
19
muse-spark-1.1 Meta · Proprietary · Preliminary
1535±16.0
20
claude-opus-4-6-high Anthropic · Proprietary
1534±9.0
21
claude-opus-4-8 Anthropic · Proprietary
1534±12.0
22
hy3 腾讯 · Apache 2.0
1533±24.0
23
claude-opus-4-6 Anthropic · Proprietary
1531±9.0
24
gemini-3.6-flash-high Google · Proprietary · Preliminary
1528±17.0
25
kimi-k2.6 月之暗面 · Modified MIT
1525±12.0
26
minimax-m3 MiniMax · MiniMax Community License
1523±12.0
27
claude-sonnet-4-6 Anthropic · Proprietary
1520±9.0
28
muse-spark-1.2 (xHigh) Meta · Proprietary
1518±26.0
29
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1502±10.0
30
kimi-k2.7-code 月之暗面 · Modified MIT
1501±17.0
31
glm-5.1 智谱 ZAI · MIT
1499±12.0
32
gemini-3.5-flash-high Google · Proprietary
1493±18.0
33
gemini-3.5-flash Google · Proprietary
1492±23.0
34
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1485±13.0
35
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1485±10.0
36
qwen3.6-max-preview 阿里巴巴 · Proprietary
1476±21.0
37
gemini-3.5-flash-medium Google · Proprietary
1471±13.0
38
claude-opus-4-5-20251101 Anthropic · Proprietary
1468±11.0
39
deepseek-v4-pro-high-preview DeepSeek · MIT
1466±10.0
40
gemini-3-pro Google · Proprietary
1461±12.0
41
mimo-v2.5-pro 小米 · MIT
1460±10.0
42
gemini-3.1-pro-preview Google · Proprietary
1460±8.0
43
gpt-5.5 (codex-harness) OpenAI · Proprietary
1459±11.0
44
deepseek-v4-pro DeepSeek · MIT
1456±10.0
45
qwen3.6-plus 阿里巴巴 · Proprietary
1455±10.0
46
inkling Thinky · Apache 2.0
1454±15.0
47
kimi-k2.5-thinking 月之暗面 · Modified MIT
1454±9.0
48
gemini-3-flash Google · Proprietary
1450±13.0
49
glm-4.7 智谱 ZAI · MIT
1448±21.0
50
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1448±33.0
51
mimo-v2.5 小米 · MIT
1443±11.0
52
kimi-k2.5-instant 月之暗面 · Modified MIT
1439±21.0
53
deepseek-v4-flash-high-preview DeepSeek · MIT
1439±12.0
54
glm-5 智谱 ZAI · MIT
1435±14.0
55
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1434±31.0
56
gpt-5-medium OpenAI · Proprietary
1433±26.0
57
mimo-v2-pro 小米 · Proprietary
1431±14.0
58
glm-5v-turbo 智谱 ZAI · Proprietary
1407±25.0
59
minimax-m2.7 MiniMax · Modified MIT
1407±10.0
60
minimax-m2.1-preview MiniMax · MIT
1401±14.0
61
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1400±9.0
62
gpt-5.1-medium OpenAI · Proprietary
1395±20.0
63
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1395±10.0
64
gpt-5.4-mini-high OpenAI · Proprietary
1394±11.0
65
gpt-5.2 OpenAI · Proprietary
1393±42.0
66
solar-pro4 Upstage · Proprietary
1392±32.0
67
gemma-4-26b-a4b Google · Apache 2.0
1392±28.0
68
gemini-3-flash (thinking-minimal) Google · Proprietary
1391±8.0
69
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1388±24.0
70
muse-glimmer Meta · Apache-2.0
1387±31.0
71
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1385±12.0
72
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1384±11.0
73
gemma-4-31b Google · Apache 2.0
1383±13.0
74
minimax-m2.5 MiniMax · Modified MIT
1381±14.0
75
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1376±13.0
76
claude-opus-4-1-20250805 Anthropic · Proprietary
1369±17.0
77
grok-4.3 SpaceXAI · Proprietary
1367±11.0
78
deepseek-v3.2-thinking DeepSeek · MIT
1366±14.0
79
qwen3.5-27b 阿里巴巴 · Apache 2.0
1366±13.0
80
gpt-5.4 OpenAI · Proprietary
1364±29.0
81
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1356±19.0
82
gpt-5.1 OpenAI · Proprietary
1354±13.0
83
laguna-m.1 Poolside · Apache 2.0
1353±17.0
84
gpt-5.2-codex OpenAI · Proprietary
1352±14.0
85
glm-4.6 智谱 ZAI · MIT
1349±17.0
86
gpt-5.1-codex OpenAI · Proprietary
1349±19.0
87
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1345±30.0
88
mimo-v2-flash (non-thinking) 小米 · MIT
1340±16.0
89
deepseek-v3.2 DeepSeek · MIT
1334±13.0
90
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1334±11.0
91
claude-haiku-4-5-20251001 Anthropic · Proprietary
1319±8.0
92
mimo-v2-flash (thinking) 小米 · MIT
1317±28.0
93
minimax-m2 MiniMax · Apache 2.0
1309±17.0
94
laguna-xs.2 Poolside · Apache 2.0
1308±20.0
95
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1288±12.0
96
qwen3.5-flash 阿里巴巴 · Proprietary
1281±34.0
97
mistral-medium-3.5 Mistral · Modified MIT
1275±26.0
98
deepseek-v3.2-exp DeepSeek · MIT
1271±23.0
99
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1261±17.0
100
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1259±31.0
101
KAT-Coder-Pro-V1 · Proprietary
1258±39.0
102
gpt-5.1-codex-mini OpenAI · Proprietary
1250±38.0
103
mistral-large-3 Mistral · Apache 2.0
1248±43.0
104
trinity-large-thinking · Apache 2.0
1246±35.0
105
gemini-3.1-flash-lite-preview Google · Proprietary
1245±11.0
106
gemini-2.5-pro Google · Proprietary
1234±28.0
107
devstral-2 Mistral · Modified MIT
1215±35.0
108
grok-4.1-thinking SpaceXAI · Proprietary
1202±47.0
109
granite-4.1-8b IBM · Apache 2.0
1202±31.0
110
grok-code-fast-1 SpaceXAI · Proprietary
1163±54.0
111
grok-4-fast-reasoning SpaceXAI · Proprietary
1154±54.0
112
mercury-2 Inception AI · Proprietary
1149±44.0
113
devstral-medium-2507 Mistral · Proprietary
1124±51.0

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