排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1619±18.0
🥈
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1616±32.0
🥉
kimi-k3-max 月之暗面 · Kimi K3 license
1599±22.0
4
grok-4.6-high SpaceXAI · Proprietary · Preliminary
1580±39.0
5
claude-opus-5-high Anthropic · Proprietary
1575±17.0
6
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1571±15.0
7
gemini-3.7-flash-high Google · Proprietary · Preliminary
1563±31.0
8
claude-fable-5 Anthropic · Proprietary
1553±15.0
9
glm-5.2-max 智谱 ZAI · MIT
1545±14.0
10
deepseek-v4-flash-high DeepSeek · MIT
1542±27.0
11
muse-spark-1.1 Meta · Proprietary
1531±18.0
12
claude-opus-4-7-high Anthropic · Proprietary
1527±10.0
13
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1527±31.0
14
claude-opus-4-8-high Anthropic · Proprietary
1525±12.0
15
claude-opus-4-7 Anthropic · Proprietary
1525±11.0
16
grok-4.5 SpaceXAI · Proprietary
1521±17.0
17
claude-sonnet-4-6 Anthropic · Proprietary
1521±9.0
18
muse-spark-1.2 (xHigh) Meta · Proprietary
1517±32.0
19
claude-opus-4-6-high Anthropic · Proprietary
1517±10.0
20
claude-opus-4-6 Anthropic · Proprietary
1516±10.0
21
gemini-3.6-flash-high Google · Proprietary
1515±18.0
22
seed-2.1-pro-preview 字节跳动 · Proprietary
1506±15.0
23
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1505±19.0
24
claude-opus-4-8 Anthropic · Proprietary
1504±13.0
25
claude-sonnet-5-high Anthropic · Proprietary
1501±17.0
26
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1499±13.0
27
glm-5.1 智谱 ZAI · MIT
1499±13.0
28
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1498±15.0
29
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1496±19.0
30
kimi-k2.6 月之暗面 · Modified MIT
1491±12.0
31
minimax-m3 MiniMax · MiniMax Community License
1489±12.0
32
hy3 腾讯 · Apache 2.0
1485±29.0
33
qwen3.6-max-preview 阿里巴巴 · Proprietary
1474±23.0
34
gemini-3.5-flash-high Google · Proprietary
1472±16.0
35
gemini-3.5-flash-medium Google · Proprietary
1472±13.0
36
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1464±11.0
37
mimo-v2.5-pro 小米 · MIT
1463±11.0
38
deepseek-v4-pro-high-preview DeepSeek · MIT
1456±11.0
39
kimi-k2.7-code 月之暗面 · Modified MIT
1455±19.0
40
qwen3.6-plus 阿里巴巴 · Proprietary
1453±10.0
41
claude-opus-4-5-20251101 Anthropic · Proprietary
1448±12.0
42
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1447±10.0
43
mimo-v2.5 小米 · MIT
1442±11.0
44
deepseek-v4-pro DeepSeek · MIT
1436±11.0
45
mimo-v2-pro 小米 · Proprietary
1434±14.0
46
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1431±36.0
47
glm-5 智谱 ZAI · MIT
1429±16.0
48
gpt-5.5 (codex-harness) OpenAI · Proprietary
1426±11.0
49
deepseek-v4-flash-high-preview DeepSeek · MIT
1424±12.0
50
gpt-5.2 OpenAI · Proprietary
1423±49.0
51
kimi-k2.5-thinking 月之暗面 · Modified MIT
1422±10.0
52
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1421±34.0
53
glm-4.7 智谱 ZAI · MIT
1420±25.0
54
gemini-3-pro Google · Proprietary
1418±14.0
55
gemini-3-flash Google · Proprietary
1413±15.0
56
gemini-3.1-pro-preview Google · Proprietary
1405±9.0
57
minimax-m2.7 MiniMax · Modified MIT
1403±11.0
58
gpt-5.4 OpenAI · Proprietary
1403±27.0
59
inkling-small Thinky · Apache 2.0
1402±25.0
60
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1398±25.0
61
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1397±9.0
62
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1396±14.0
63
inkling Thinky · Apache 2.0
1395±18.0
64
glm-5v-turbo 智谱 ZAI · Proprietary
1393±28.0
65
gpt-5.4-mini-high OpenAI · Proprietary
1389±11.0
66
gpt-5.1-medium OpenAI · Proprietary
1388±24.0
67
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1388±12.0
68
minimax-m2.1-preview MiniMax · MIT
1386±17.0
69
minimax-m2.5 MiniMax · Modified MIT
1384±15.0
70
deepseek-v3.2-thinking DeepSeek · MIT
1381±18.0
71
gpt-5-medium OpenAI · Proprietary
1381±36.0
72
claude-opus-4-1-20250805 Anthropic · Proprietary
1368±21.0
73
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1363±20.0
74
gemini-3-flash (thinking-minimal) Google · Proprietary
1363±9.0
75
kimi-k2.5-instant 月之暗面 · Modified MIT
1361±24.0
76
gpt-5.1-codex OpenAI · Proprietary
1361±24.0
77
laguna-m.1 Poolside · Apache 2.0
1360±18.0
78
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1359±10.0
79
qwen3.5-27b 阿里巴巴 · Apache 2.0
1356±14.0
80
solar-pro4 Upstage · Proprietary
1354±37.0
81
gpt-5.1 OpenAI · Proprietary
1354±16.0
82
gpt-5.2-codex OpenAI · Proprietary
1349±16.0
83
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1347±14.0
84
glm-4.6 智谱 ZAI · MIT
1343±22.0
85
gemma-4-26b-a4b Google · Apache 2.0
1339±33.0
86
claude-haiku-4-5-20251001 Anthropic · Proprietary
1338±9.0
87
grok-4.3 SpaceXAI · Proprietary
1338±11.0
88
gemma-4-31b Google · Apache 2.0
1334±17.0
89
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1332±31.0
90
muse-glimmer Meta · Apache-2.0
1329±44.0
91
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1322±13.0
92
mimo-v2-flash (non-thinking) 小米 · MIT
1319±19.0
93
deepseek-v3.2 DeepSeek · MIT
1318±15.0
94
minimax-m2 MiniMax · Apache 2.0
1318±21.0
95
laguna-xs.2 Poolside · Apache 2.0
1303±20.0
96
mimo-v2-flash (thinking) 小米 · MIT
1296±32.0
97
KAT-Coder-Pro-V1 · Proprietary
1285±49.0
98
mistral-large-3 Mistral · Apache 2.0
1276±57.0
99
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1273±14.0
100
deepseek-v3.2-exp DeepSeek · MIT
1261±30.0
101
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1254±32.0
102
mistral-medium-3.5 Mistral · Modified MIT
1253±27.0
103
trinity-large-thinking · Apache 2.0
1238±35.0
104
gemini-3.1-flash-lite-preview Google · Proprietary
1237±11.0
105
grok-4.1-thinking SpaceXAI · Proprietary
1236±61.0
106
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1235±21.0
107
qwen3.5-flash 阿里巴巴 · Proprietary
1227±35.0
108
devstral-2 Mistral · Modified MIT
1220±42.0
109
gpt-5.1-codex-mini OpenAI · Proprietary
1218±57.0
110
grok-code-fast-1 SpaceXAI · Proprietary
1212±64.0
111
grok-4-fast-reasoning SpaceXAI · Proprietary
1204±57.0
112
granite-4.1-8b IBM · Apache 2.0
1170±36.0
113
gemini-2.5-pro Google · Proprietary
1163±39.0
114
mercury-2 Inception AI · Proprietary
1144±47.0
115
devstral-medium-2507 Mistral · Proprietary
1025±95.0

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