排名 模型
🥇
claude-opus-4-6 Anthropic · Proprietary
1560±13.4
🥇
claude-opus-4-6 Anthropic · Proprietary
1560±13.4
🥈
claude-opus-4-6-thinking Anthropic · Proprietary
1553±14.8
🥈
claude-opus-4-6-thinking Anthropic · Proprietary
1553±14.8
🥉
claude-sonnet-4-6 Anthropic · Proprietary
1531±15.5
🥉
claude-sonnet-4-6 Anthropic · Proprietary
1531±15.5
4
claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary
1499±7.8
4
claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary
1499±7.8
5
claude-opus-4-5-20251101 Anthropic · Proprietary
1471±7.7
5
claude-opus-4-5-20251101 Anthropic · Proprietary
1471±7.7
6
gemini-3.1-pro-preview Google · Proprietary
1461±15.1
6
gemini-3.1-pro-preview Google · Proprietary
1461±15.1
7
glm-5 智谱 ZAI · MIT
1451±12.5
7
glm-5 智谱 ZAI · MIT
1451±12.5
8
gemini-3-pro Google · Proprietary
1443±7.2
8
gemini-3-pro Google · Proprietary
1443±7.2
9
gemini-3-flash Google · Proprietary
1441±7.4
9
gemini-3-flash Google · Proprietary
1441±7.4
10
glm-4.7 智谱 ZAI · MIT
1439±10.0
10
glm-4.7 智谱 ZAI · MIT
1439±10.0
11
kimi-k2.5-thinking 月之暗面 · Modified MIT
1436±10.1
11
kimi-k2.5-thinking 月之暗面 · Modified MIT
1436±10.1
12
minimax-m2.5 MiniMax · MIT
1436±11.0
12
minimax-m2.5 MiniMax · MIT
1436±11.0
13
kimi-k2.5-instant 月之暗面 · Modified MIT
1419±11.7
13
kimi-k2.5-instant 月之暗面 · Modified MIT
1419±11.7
14
minimax-m2.1-preview MiniMax · MIT
1401±8.0
14
minimax-m2.1-preview MiniMax · MIT
1401±8.0
15
gemini-3-flash (thinking-minimal) Google · Proprietary
1399±7.9
15
gemini-3-flash (thinking-minimal) Google · Proprietary
1399±7.9
16
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1395±12.3
16
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1395±12.3
17
gpt-5.2 OpenAI · Proprietary
1395±15.5
17
gpt-5.2 OpenAI · Proprietary
1395±15.5
18
gpt-5-medium OpenAI · Proprietary
1392±12.3
18
gpt-5-medium OpenAI · Proprietary
1392±12.3
19
claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary
1388±6.8
19
claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary
1388±6.8
20
claude-opus-4-1-20250805 Anthropic · Proprietary
1388±8.5
20
claude-opus-4-1-20250805 Anthropic · Proprietary
1388±8.5
21
gpt-5.1-medium OpenAI · Proprietary
1387±9.1
21
gpt-5.1-medium OpenAI · Proprietary
1387±9.1
22
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1386±6.7
22
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1386±6.7
23
deepseek-v3.2-thinking DeepSeek · MIT
1370±9.0
23
deepseek-v3.2-thinking DeepSeek · MIT
1370±9.0
24
glm-4.6 智谱 ZAI · MIT
1355±8.4
24
glm-4.6 智谱 ZAI · MIT
1355±8.4
25
gpt-5.1 OpenAI · Proprietary
1342±6.9
25
gpt-5.1 OpenAI · Proprietary
1342±6.9
26
mimo-v2-flash (non-thinking) 小米 · MIT
1341±8.2
26
mimo-v2-flash (non-thinking) 小米 · MIT
1341±8.2
27
gpt-5.2-codex OpenAI · Proprietary
1334±8.8
27
gpt-5.2-codex OpenAI · Proprietary
1334±8.8
28
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1331±6.9
28
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1331±6.9
29
gpt-5.1-codex OpenAI · Proprietary
1328±9.2
29
gpt-5.1-codex OpenAI · Proprietary
1328±9.2
30
deepseek-v3.2 DeepSeek · MIT
1319±8.3
30
deepseek-v3.2 DeepSeek · MIT
1319±8.3
31
minimax-m2 MiniMax · Apache 2.0
1312±8.5
31
minimax-m2 MiniMax · Apache 2.0
1312±8.5
32
mimo-v2-flash (thinking) 小米 · MIT
1306±13.5
32
mimo-v2-flash (thinking) 小米 · MIT
1306±13.5
33
claude-haiku-4-5-20251001 Anthropic · Proprietary
1305±6.8
33
claude-haiku-4-5-20251001 Anthropic · Proprietary
1305±6.8
34
deepseek-v3.2-exp DeepSeek · MIT
1286±10.3
34
deepseek-v3.2-exp DeepSeek · MIT
1286±10.3
35
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1280±6.8
35
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1280±6.8
36
KAT-Coder-Pro-V1 快手 · Proprietary
1258±15.1
36
KAT-Coder-Pro-V1 快手 · Proprietary
1258±15.1
37
gpt-5.1-codex-mini OpenAI · Proprietary
1242±16.8
37
gpt-5.1-codex-mini OpenAI · Proprietary
1242±16.8
38
grok-4-1-fast-reasoning xAI · Proprietary
1235±9.1
38
grok-4-1-fast-reasoning xAI · Proprietary
1235±9.1
39
mistral-large-3 Mistral · Apache 2.0
1222±19.8
39
mistral-large-3 Mistral · Apache 2.0
1222±19.8
40
gemini-2.5-pro Google · Proprietary
1205±12.7
40
gemini-2.5-pro Google · Proprietary
1205±12.7
41
grok-4.1-thinking xAI · Proprietary
1203±19.2
41
grok-4.1-thinking xAI · Proprietary
1203±19.2
42
devstral-2 Mistral · Modified MIT
1197±16.1
42
devstral-2 Mistral · Modified MIT
1197±16.1
43
grok-4-fast-reasoning xAI · Proprietary
1152±22.5
43
grok-4-fast-reasoning xAI · Proprietary
1152±22.5
44
grok-code-fast-1 xAI · Proprietary
1140±21.4
44
grok-code-fast-1 xAI · Proprietary
1140±21.4
45
devstral-medium-2507 Mistral · Proprietary
1099±21.8
45
devstral-medium-2507 Mistral · Proprietary
1099±21.8

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