排名 模型
🥇
gpt-6-astra-max OpenAI · Proprietary
1800±16.0
🥈
claude-fable-5.1-max Anthropic · Proprietary
1758±14.0
🥉
claude-opus-5-max Anthropic · Proprietary
1687±7.0
4
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1681±15.0
5
kimi-k3-max 月之暗面 · Kimi K3 license
1674±11.0
6
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1671±12.0
7
claude-opus-5-high Anthropic · Proprietary
1660±7.0
8
muse-spark-1.3-max Meta · Proprietary
1652±12.0
9
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1635±13.0
10
claude-fable-5-high Anthropic · Proprietary
1628±7.0
11
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1624±13.0
12
muse-spark-1.3 (xHigh) Meta · Proprietary
1623±14.0
13
grok-4.6-high SpaceXAI · Proprietary
1618±10.0
14
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1617±7.0
15
glm-5.3-max 智谱 ZAI · MIT
1614±11.0
16
deepseek-v4.1-flash-max DeepSeek · MIT
1614±17.0
17
glm-5.3-flash 智谱 ZAI · MIT
1607±12.0
18
qwen3.8-27b 阿里巴巴 · Apache 2.0
1593±9.0
19
glm-5.2-max 智谱 ZAI · MIT
1592±7.0
20
gemini-3.7-flash-high Google · Proprietary · Preliminary
1587±12.0
21
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1581±10.0
22
deepseek-v4-flash-high DeepSeek · MIT
1580±10.0
23
gemini-3.8-flash-high Google · Proprietary · Preliminary
1568±12.0
24
claude-opus-4-8-high Anthropic · Proprietary
1559±7.0
25
claude-opus-4-7 Anthropic · Proprietary
1557±6.0
26
claude-opus-4-7-high Anthropic · Proprietary
1555±6.0
27
grok-4.5 SpaceXAI · Proprietary
1555±8.0
28
claude-opus-4-6-high Anthropic · Proprietary
1547±6.0
29
muse-spark-1.1 Meta · Proprietary
1542±8.0
30
claude-opus-4-8 Anthropic · Proprietary
1539±6.0
31
claude-opus-4-6 Anthropic · Proprietary
1537±5.0
32
gemini-3.6-flash-high Google · Proprietary
1537±8.0
33
claude-sonnet-5-high Anthropic · Proprietary
1537±7.0
34
muse-spark-1.2 (xHigh) Meta · Proprietary
1534±14.0
35
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1521±8.0
36
claude-sonnet-4-6 Anthropic · Proprietary
1521±5.0
37
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1519±8.0
38
seed-2.1-pro-preview 字节跳动 · Proprietary
1519±7.0
39
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1517±8.0
40
hy3 腾讯 · Apache 2.0
1513±11.0
41
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1510±6.0
42
kimi-k2.6 月之暗面 · Modified MIT
1509±7.0
43
glm-5.1 智谱 ZAI · MIT
1508±7.0
44
gemini-3.5-flash-high Google · Proprietary
1500±7.0
45
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1495±8.0
46
gemini-3.5-flash-medium Google · Proprietary
1492±7.0
47
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1487±6.0
48
minimax-m3 MiniMax · MiniMax Community License
1487±6.0
49
qwen3.6-max-preview 阿里巴巴 · Proprietary
1479±13.0
50
mimo-v2.5-pro 小米 · MIT
1475±6.0
51
kimi-k2.7-code 月之暗面 · Modified MIT
1473±10.0
52
claude-opus-4-5-20251101 Anthropic · Proprietary
1468±7.0
53
deepseek-v4-pro-high-preview DeepSeek · MIT
1464±6.0
54
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1463±19.0
55
qwen3.6-plus 阿里巴巴 · Proprietary
1461±6.0
56
gpt-5.5 (codex-harness) OpenAI · Proprietary
1458±6.0
57
gemini-3.1-pro-preview Google · Proprietary
1447±5.0
58
gemini-3.5-flash-lite Google · Proprietary
1447±42.0
59
deepseek-v4-pro DeepSeek · MIT
1446±6.0
60
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1443±19.0
61
gemini-3-pro Google · Proprietary
1439±9.0
62
gemini-3-flash Google · Proprietary
1438±9.0
63
mimo-v2.5 小米 · MIT
1437±6.0
64
kimi-k2.5-thinking 月之暗面 · Modified MIT
1436±5.0
65
glm-5 智谱 ZAI · MIT
1436±8.0
66
glm-4.7 智谱 ZAI · MIT
1435±12.0
67
mimo-v2-pro 小米 · Proprietary
1433±8.0
68
deepseek-v4-flash-high-preview DeepSeek · MIT
1431±7.0
69
gpt-5-medium OpenAI · Proprietary
1420±16.0
70
gpt-5.2 OpenAI · Proprietary
1417±23.0
71
inkling Thinky · Apache 2.0
1410±7.0
72
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1409±14.0
73
Inkling Small Thinky · Apache 2.0
1407±9.0
74
kimi-k2.5-instant 月之暗面 · Modified MIT
1406±12.0
75
glm-5v-turbo 智谱 ZAI · Proprietary
1401±14.0
76
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1399±5.0
77
minimax-m2.7 MiniMax · Modified MIT
1398±6.0
78
gpt-5.4-mini-high OpenAI · Proprietary
1397±7.0
79
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1393±8.0
80
gpt-5.1-medium OpenAI · Proprietary
1392±12.0
81
claude-opus-4-1-20250805 Anthropic · Proprietary
1389±11.0
82
minimax-m2.1-preview MiniMax · MIT
1387±10.0
83
gpt-5.4 OpenAI · Proprietary
1387±13.0
84
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1385±7.0
85
minimax-m2.5 MiniMax · Modified MIT
1384±8.0
86
gemini-3-flash (thinking-minimal) Google · Proprietary
1383±5.0
87
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1374±6.0
88
solar-pro4 Upstage · Proprietary
1371±17.0
89
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1370±12.0
90
gemma-4-31b Google · Apache 2.0
1364±7.0
91
gemma-4-26b-a4b Google · Apache 2.0
1361±17.0
92
deepseek-v3.2-thinking DeepSeek · MIT
1361±9.0
93
muse-glimmer Meta · Apache-2.0
1360±16.0
94
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1358±8.0
95
qwen3.5-27b 阿里巴巴 · Apache 2.0
1357±8.0
96
grok-4.3 SpaceXAI · Proprietary
1357±6.0
97
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1356±18.0
98
laguna-m.1 Poolside · Apache 2.0
1347±10.0
99
gpt-5.1 OpenAI · Proprietary
1341±9.0
100
glm-4.6 智谱 ZAI · MIT
1341±11.0
101
gpt-5.2-codex OpenAI · Proprietary
1339±9.0
102
gpt-5.1-codex OpenAI · Proprietary
1336±12.0
103
mimo-v2-flash (non-thinking) 小米 · MIT
1331±10.0
104
claude-haiku-4-5-20251001 Anthropic · Proprietary
1329±5.0
105
deepseek-v3.2 DeepSeek · MIT
1325±8.0
106
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1323±8.0
107
laguna-xs.2 Poolside · Apache 2.0
1302±11.0
108
minimax-m2 MiniMax · Apache 2.0
1298±11.0
109
mimo-v2-flash (thinking) 小米 · MIT
1293±17.0
110
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1274±8.0
111
deepseek-v3.2-exp DeepSeek · MIT
1272±14.0
112
mistral-medium-3.5 Mistral · Modified MIT
1265±15.0
113
KAT-Coder-Pro-V1 · Proprietary
1255±20.0
114
gemini-3.1-flash-lite-preview Google · Proprietary
1254±7.0
115
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1250±18.0
116
gpt-5.1-codex-mini OpenAI · Proprietary
1244±22.0
117
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1240±11.0
118
qwen3.5-flash 阿里巴巴 · Proprietary
1238±20.0
119
trinity-large-thinking · Apache 2.0
1237±21.0
120
mistral-large-3 Mistral · Apache 2.0
1230±26.0
121
gemini-2.5-pro Google · Proprietary
1226±16.0
122
grok-4.1-thinking SpaceXAI · Proprietary
1211±25.0
123
devstral-2 Mistral · Modified MIT
1194±21.0
124
granite-4.1-8b IBM · Apache 2.0
1192±19.0
125
mercury-2 Inception AI · Proprietary
1167±25.0
126
grok-code-fast-1 SpaceXAI · Proprietary
1165±28.0
127
grok-4-fast-reasoning SpaceXAI · Proprietary
1161±28.0
128
devstral-medium-2507 Mistral · Proprietary
1081±31.0

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