排名 模型
🥇
gpt-6-astra-max OpenAI · Proprietary
1747±31.0
🥈
claude-fable-5.1-max Anthropic · Proprietary
1737±25.0
🥉
kimi-k3-max 月之暗面 · Kimi K3 license
1702±20.0
4
claude-opus-5-max Anthropic · Proprietary
1673±12.0
5
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1669±28.0
6
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1663±22.0
7
claude-opus-5-high Anthropic · Proprietary
1644±12.0
8
glm-5.3-max 智谱 ZAI · MIT
1636±20.0
9
muse-spark-1.3-max Meta · Proprietary
1633±23.0
10
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1631±24.0
11
deepseek-v4.1-flash-max DeepSeek · MIT
1628±29.0
12
muse-spark-1.3 (xHigh) Meta · Proprietary
1626±27.0
13
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1626±12.0
14
claude-fable-5-high Anthropic · Proprietary
1625±13.0
15
glm-5.3-flash 智谱 ZAI · MIT
1623±23.0
16
grok-4.6-high SpaceXAI · Proprietary
1621±19.0
17
qwen3.8-27b 阿里巴巴 · Apache 2.0
1614±17.0
18
glm-5.2-max 智谱 ZAI · MIT
1608±12.0
19
deepseek-v4-flash-high DeepSeek · MIT
1607±18.0
20
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1606±27.0
21
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1586±19.0
22
claude-opus-4-7-high Anthropic · Proprietary
1563±10.0
23
claude-opus-4-7 Anthropic · Proprietary
1562±10.0
24
claude-sonnet-5-high Anthropic · Proprietary
1558±12.0
25
grok-4.5 SpaceXAI · Proprietary
1556±13.0
26
claude-opus-4-8-high Anthropic · Proprietary
1553±10.0
27
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1540±14.0
28
seed-2.1-pro-preview 字节跳动 · Proprietary
1538±12.0
29
gemini-3.8-flash-high Google · Proprietary · Preliminary
1537±24.0
30
claude-opus-4-8 Anthropic · Proprietary
1536±10.0
31
muse-spark-1.1 Meta · Proprietary
1536±14.0
32
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1535±14.0
33
claude-opus-4-6-high Anthropic · Proprietary
1535±9.0
34
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1535±12.0
35
claude-opus-4-6 Anthropic · Proprietary
1532±9.0
36
gemini-3.7-flash-high Google · Proprietary · Preliminary
1529±23.0
37
gemini-3.6-flash-high Google · Proprietary
1528±14.0
38
kimi-k2.6 月之暗面 · Modified MIT
1525±12.0
39
muse-spark-1.2 (xHigh) Meta · Proprietary
1520±26.0
40
claude-sonnet-4-6 Anthropic · Proprietary
1519±8.0
41
hy3 腾讯 · Apache 2.0
1519±19.0
42
minimax-m3 MiniMax · MiniMax Community License
1518±10.0
43
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1504±10.0
44
kimi-k2.7-code 月之暗面 · Modified MIT
1500±17.0
45
glm-5.1 智谱 ZAI · MIT
1498±11.0
46
gemini-3.5-flash-high Google · Proprietary
1492±13.0
47
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1486±9.0
48
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1485±13.0
49
qwen3.6-max-preview 阿里巴巴 · Proprietary
1476±21.0
50
gemini-3.5-flash-medium Google · Proprietary
1474±11.0
51
claude-opus-4-5-20251101 Anthropic · Proprietary
1468±11.0
52
deepseek-v4-pro-high-preview DeepSeek · MIT
1466±10.0
53
mimo-v2.5-pro 小米 · MIT
1464±9.0
54
gemini-3-pro Google · Proprietary
1461±12.0
55
gpt-5.5 (codex-harness) OpenAI · Proprietary
1460±10.0
56
gemini-3.1-pro-preview Google · Proprietary
1458±8.0
57
deepseek-v4-pro DeepSeek · MIT
1456±10.0
58
qwen3.6-plus 阿里巴巴 · Proprietary
1456±9.0
59
kimi-k2.5-thinking 月之暗面 · Modified MIT
1454±8.0
60
inkling Thinky · Apache 2.0
1453±13.0
61
gemini-3-flash Google · Proprietary
1450±13.0
62
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1448±33.0
63
glm-4.7 智谱 ZAI · MIT
1448±21.0
64
Inkling Small Thinky · Apache 2.0
1445±17.0
65
mimo-v2.5 小米 · MIT
1442±10.0
66
kimi-k2.5-instant 月之暗面 · Modified MIT
1439±21.0
67
deepseek-v4-flash-high-preview DeepSeek · MIT
1438±12.0
68
glm-5 智谱 ZAI · MIT
1435±14.0
69
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1434±31.0
70
gpt-5-medium OpenAI · Proprietary
1433±26.0
71
mimo-v2-pro 小米 · Proprietary
1430±14.0
72
glm-5v-turbo 智谱 ZAI · Proprietary
1407±25.0
73
minimax-m2.7 MiniMax · Modified MIT
1406±10.0
74
minimax-m2.1-preview MiniMax · MIT
1401±15.0
75
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1398±8.0
76
gpt-5.1-medium OpenAI · Proprietary
1395±20.0
77
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1395±10.0
78
gpt-5.4-mini-high OpenAI · Proprietary
1394±11.0
79
gpt-5.2 OpenAI · Proprietary
1393±42.0
80
gemini-3-flash (thinking-minimal) Google · Proprietary
1392±8.0
81
gemma-4-26b-a4b Google · Apache 2.0
1391±28.0
82
solar-pro4 Upstage · Proprietary
1389±32.0
83
muse-glimmer Meta · Apache-2.0
1389±31.0
84
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1388±24.0
85
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1385±12.0
86
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1383±11.0
87
minimax-m2.5 MiniMax · Modified MIT
1381±14.0
88
gemma-4-31b Google · Apache 2.0
1380±12.0
89
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1376±13.0
90
grok-4.3 SpaceXAI · Proprietary
1370±10.0
91
claude-opus-4-1-20250805 Anthropic · Proprietary
1369±17.0
92
qwen3.5-27b 阿里巴巴 · Apache 2.0
1366±13.0
93
deepseek-v3.2-thinking DeepSeek · MIT
1365±14.0
94
gpt-5.4 OpenAI · Proprietary
1363±25.0
95
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1357±19.0
96
gpt-5.1 OpenAI · Proprietary
1354±13.0
97
gpt-5.2-codex OpenAI · Proprietary
1353±14.0
98
laguna-m.1 Poolside · Apache 2.0
1353±17.0
99
gpt-5.1-codex OpenAI · Proprietary
1349±19.0
100
glm-4.6 智谱 ZAI · MIT
1349±17.0
101
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1345±30.0
102
mimo-v2-flash (non-thinking) 小米 · MIT
1339±16.0
103
deepseek-v3.2 DeepSeek · MIT
1334±13.0
104
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1333±12.0
105
claude-haiku-4-5-20251001 Anthropic · Proprietary
1322±8.0
106
mimo-v2-flash (thinking) 小米 · MIT
1317±28.0
107
minimax-m2 MiniMax · Apache 2.0
1309±17.0
108
laguna-xs.2 Poolside · Apache 2.0
1307±20.0
109
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1289±12.0
110
qwen3.5-flash 阿里巴巴 · Proprietary
1281±34.0
111
mistral-medium-3.5 Mistral · Modified MIT
1273±26.0
112
deepseek-v3.2-exp DeepSeek · MIT
1271±23.0
113
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1261±18.0
114
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1258±32.0
115
KAT-Coder-Pro-V1 · Proprietary
1256±39.0
116
gpt-5.1-codex-mini OpenAI · Proprietary
1250±38.0
117
mistral-large-3 Mistral · Apache 2.0
1246±44.0
118
gemini-3.1-flash-lite-preview Google · Proprietary
1245±11.0
119
trinity-large-thinking · Apache 2.0
1244±35.0
120
gemini-2.5-pro Google · Proprietary
1234±27.0
121
devstral-2 Mistral · Modified MIT
1215±35.0
122
grok-4.1-thinking SpaceXAI · Proprietary
1204±47.0
123
granite-4.1-8b IBM · Apache 2.0
1201±31.0
124
grok-code-fast-1 SpaceXAI · Proprietary
1164±54.0
125
grok-4-fast-reasoning SpaceXAI · Proprietary
1156±54.0
126
mercury-2 Inception AI · Proprietary
1149±44.0
127
devstral-medium-2507 Mistral · Proprietary
1127±51.0

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