排名 模型
🥇
gpt-6-astra-max OpenAI · Proprietary
1692±44.0
🥈
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1633±33.0
🥉
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1616±30.0
4
claude-fable-5.1-max Anthropic · Proprietary
1612±29.0
5
claude-opus-5-max Anthropic · Proprietary
1604±13.0
6
kimi-k3-max 月之暗面 · Kimi K3 license
1600±22.0
7
muse-spark-1.3-max Meta · Proprietary
1592±29.0
8
muse-spark-1.3 (xHigh) Meta · Proprietary
1585±32.0
9
claude-opus-5-high Anthropic · Proprietary
1581±13.0
10
grok-4.6-high SpaceXAI · Proprietary
1575±23.0
11
deepseek-v4.1-flash-max DeepSeek · MIT
1573±40.0
12
gemini-3.7-flash-high Google · Proprietary · Preliminary
1569±28.0
13
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1569±13.0
14
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1562±30.0
15
glm-5.3-max 智谱 ZAI · MIT
1560±23.0
16
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1559±26.0
17
glm-5.3-flash 智谱 ZAI · MIT
1555±25.0
18
gemini-3.8-flash-high Google · Proprietary · Preliminary
1553±26.0
19
claude-fable-5-high Anthropic · Proprietary
1552±14.0
20
qwen3.8-27b 阿里巴巴 · Apache 2.0
1548±21.0
21
glm-5.2-max 智谱 ZAI · MIT
1544±13.0
22
muse-spark-1.1 Meta · Proprietary
1538±16.0
23
deepseek-v4-flash-high DeepSeek · MIT
1536±21.0
24
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1532±21.0
25
claude-opus-4-7-high Anthropic · Proprietary
1527±10.0
26
claude-opus-4-8-high Anthropic · Proprietary
1524±11.0
27
claude-opus-4-7 Anthropic · Proprietary
1523±10.0
28
gemini-3.6-flash-high Google · Proprietary
1521±14.0
29
claude-opus-4-6-high Anthropic · Proprietary
1518±9.0
30
claude-sonnet-4-6 Anthropic · Proprietary
1518±9.0
31
grok-4.5 SpaceXAI · Proprietary
1518±15.0
32
muse-spark-1.2 (xHigh) Meta · Proprietary
1516±32.0
33
claude-opus-4-6 Anthropic · Proprietary
1515±9.0
34
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1511±15.0
35
seed-2.1-pro-preview 字节跳动 · Proprietary
1505±14.0
36
claude-opus-4-8 Anthropic · Proprietary
1502±11.0
37
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1499±13.0
38
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1498±15.0
39
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1496±15.0
40
glm-5.1 智谱 ZAI · MIT
1496±13.0
41
claude-sonnet-5-high Anthropic · Proprietary
1496±14.0
42
kimi-k2.6 月之暗面 · Modified MIT
1491±12.0
43
minimax-m3 MiniMax · MiniMax Community License
1487±11.0
44
qwen3.6-max-preview 阿里巴巴 · Proprietary
1474±23.0
45
gemini-3.5-flash-medium Google · Proprietary
1474±12.0
46
hy3 腾讯 · Apache 2.0
1471±23.0
47
gemini-3.5-flash-high Google · Proprietary
1471±14.0
48
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1466±10.0
49
mimo-v2.5-pro 小米 · MIT
1461±10.0
50
deepseek-v4-pro-high-preview DeepSeek · MIT
1455±11.0
51
kimi-k2.7-code 月之暗面 · Modified MIT
1455±18.0
52
qwen3.6-plus 阿里巴巴 · Proprietary
1454±9.0
53
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1449±10.0
54
claude-opus-4-5-20251101 Anthropic · Proprietary
1448±13.0
55
mimo-v2.5 小米 · MIT
1443±11.0
56
deepseek-v4-pro DeepSeek · MIT
1436±11.0
57
mimo-v2-pro 小米 · Proprietary
1433±14.0
58
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1431±36.0
59
glm-5 智谱 ZAI · MIT
1430±16.0
60
gpt-5.5 (codex-harness) OpenAI · Proprietary
1426±10.0
61
kimi-k2.5-thinking 月之暗面 · Modified MIT
1424±9.0
62
deepseek-v4-flash-high-preview DeepSeek · MIT
1424±12.0
63
gpt-5.2 OpenAI · Proprietary
1423±49.0
64
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1422±34.0
65
glm-4.7 智谱 ZAI · MIT
1421±25.0
66
gemini-3-pro Google · Proprietary
1419±14.0
67
Inkling Small Thinky · Apache 2.0
1414±21.0
68
gemini-3-flash Google · Proprietary
1413±15.0
69
gemini-3.1-pro-preview Google · Proprietary
1405±8.0
70
minimax-m2.7 MiniMax · Modified MIT
1402±11.0
71
inkling Thinky · Apache 2.0
1400±15.0
72
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1398±9.0
73
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1398±25.0
74
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1396±14.0
75
gpt-5.4 OpenAI · Proprietary
1396±24.0
76
glm-5v-turbo 智谱 ZAI · Proprietary
1395±28.0
77
gpt-5.1-medium OpenAI · Proprietary
1389±24.0
78
gpt-5.4-mini-high OpenAI · Proprietary
1388±11.0
79
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1388±13.0
80
minimax-m2.1-preview MiniMax · MIT
1386±18.0
81
minimax-m2.5 MiniMax · Modified MIT
1385±15.0
82
deepseek-v3.2-thinking DeepSeek · MIT
1381±18.0
83
gpt-5-medium OpenAI · Proprietary
1380±36.0
84
claude-opus-4-1-20250805 Anthropic · Proprietary
1368±21.0
85
gemini-3-flash (thinking-minimal) Google · Proprietary
1363±9.0
86
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1363±20.0
87
kimi-k2.5-instant 月之暗面 · Modified MIT
1361±24.0
88
gpt-5.1-codex OpenAI · Proprietary
1360±24.0
89
laguna-m.1 Poolside · Apache 2.0
1360±18.0
90
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1359±10.0
91
solar-pro4 Upstage · Proprietary
1358±37.0
92
qwen3.5-27b 阿里巴巴 · Apache 2.0
1356±14.0
93
gpt-5.1 OpenAI · Proprietary
1353±16.0
94
gpt-5.2-codex OpenAI · Proprietary
1349±16.0
95
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1348±14.0
96
glm-4.6 智谱 ZAI · MIT
1344±22.0
97
claude-haiku-4-5-20251001 Anthropic · Proprietary
1341±8.0
98
gemma-4-26b-a4b Google · Apache 2.0
1339±33.0
99
grok-4.3 SpaceXAI · Proprietary
1336±11.0
100
gemma-4-31b Google · Apache 2.0
1335±16.0
101
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1332±31.0
102
muse-glimmer Meta · Apache-2.0
1329±43.0
103
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1322±14.0
104
mimo-v2-flash (non-thinking) 小米 · MIT
1320±19.0
105
deepseek-v3.2 DeepSeek · MIT
1319±15.0
106
minimax-m2 MiniMax · Apache 2.0
1319±21.0
107
laguna-xs.2 Poolside · Apache 2.0
1301±20.0
108
mimo-v2-flash (thinking) 小米 · MIT
1298±32.0
109
KAT-Coder-Pro-V1 · Proprietary
1284±49.0
110
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1273±14.0
111
mistral-large-3 Mistral · Apache 2.0
1273±57.0
112
deepseek-v3.2-exp DeepSeek · MIT
1262±30.0
113
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1254±33.0
114
mistral-medium-3.5 Mistral · Modified MIT
1252±27.0
115
grok-4.1-thinking SpaceXAI · Proprietary
1239±61.0
116
gemini-3.1-flash-lite-preview Google · Proprietary
1237±11.0
117
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1236±21.0
118
trinity-large-thinking · Apache 2.0
1236±35.0
119
qwen3.5-flash 阿里巴巴 · Proprietary
1228±34.0
120
devstral-2 Mistral · Modified MIT
1219±42.0
121
gpt-5.1-codex-mini OpenAI · Proprietary
1218±57.0
122
grok-code-fast-1 SpaceXAI · Proprietary
1211±64.0
123
grok-4-fast-reasoning SpaceXAI · Proprietary
1203±58.0
124
granite-4.1-8b IBM · Apache 2.0
1171±36.0
125
gemini-2.5-pro Google · Proprietary
1162±40.0
126
mercury-2 Inception AI · Proprietary
1143±47.0
127
devstral-medium-2507 Mistral · Proprietary
1025±95.0

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