排名Rank 名次区间Rank Range 模型Model 投票数Votes 精确分 & 区间Float Score & CI 方差Variance 价格 ($/1M)Price ($/1M) 上下文Context
🥇 1 - 3
claude-opus-4-7-thinking
Anthropic · Proprietary
1592±0.0
1.6K votes 1592.000 [1592.0, 1592.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 3
claude-opus-4-7
Anthropic · Proprietary
1585±0.0
1.5K votes 1585.000 [1585.0, 1585.0] 2.00 · 稳定Stable $5 / $25 1M
🥉 1 - 5
claude-opus-4-6-thinking
Anthropic · Proprietary
1569±0.0
2.1K votes 1569.000 [1569.0, 1569.0] 4.00 · 稳定Stable $5 / $25 1M
4 3 - 9
claude-opus-4-6
Anthropic · Proprietary
1551±0.0
2.4K votes 1551.000 [1551.0, 1551.0] 6.00 · 波动Unstable $5 / $25 1M
5 3 - 12
glm-5.1
智谱 ZAI · MIT
1540±0.0
1.0K votes 1540.000 [1540.0, 1540.0] 9.00 · 波动Unstable $1.40 / $4.40 202.8K
6 4 - 12
claude-sonnet-4-6
Anthropic · Proprietary
1536±0.0
3.1K votes 1536.000 [1536.0, 1536.0] 8.00 · 波动Unstable $3 / $15 1M
7 4 - 14
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1521±0.0
1.1K votes 1521.000 [1521.0, 1521.0] 10.00 · 波动Unstable N/A N/A
8 5 - 13
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1517±0.0
3.6K votes 1517.000 [1517.0, 1517.0] 8.00 · 波动Unstable $5 / $25 200K
9 4 - 15
muse-spark
Meta · Proprietary
1516±0.0
481 votes 1516.000 [1516.0, 1516.0] 11.00 · 波动Unstable N/A N/A
10 4 - 15
gemini-3.5-flash
Google · Proprietary
1514±0.0
695 votes 1514.000 [1514.0, 1514.0] 11.00 · 波动Unstable $1.50 / $9 1M
11 5 - 14
kimi-k2.6
月之暗面 · Modified MIT
1512±0.0
1.0K votes 1512.000 [1512.0, 1512.0] 9.00 · 波动Unstable $0.95 / $4 262.1K
12 5 - 19
qwen3.6-max-preview
阿里巴巴 · Proprietary
1504±0.0
687 votes 1504.000 [1504.0, 1504.0] 14.00 · 不稳Volatile $1.04 / $6.24 262.1K
13 7 - 19
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1492±0.0
1.2K votes 1492.000 [1492.0, 1492.0] 12.00 · 不稳Volatile N/A N/A
14 8 - 21
deepseek-v4-pro-thinking
DeepSeek · MIT
1484±0.0
1.1K votes 1484.000 [1484.0, 1484.0] 13.00 · 不稳Volatile $0.43 / $0.87 1M
15 12 - 21
claude-opus-4-5-20251101
Anthropic · Proprietary
1474±0.0
4.2K votes 1474.000 [1474.0, 1474.0] 9.00 · 波动Unstable $5 / $25 200K
16 12 - 26
mimo-v2.5-pro
小米 · MIT
1469±0.0
1.3K votes 1469.000 [1469.0, 1469.0] 14.00 · 不稳Volatile $1 / $3 1M
17 12 - 29
qwen3.6-plus
阿里巴巴 · Proprietary
1466±0.0
1.7K votes 1466.000 [1466.0, 1466.0] 17.00 · 不稳Volatile $0.33 / $1.95 1M
18 10 - 30
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1463±0.0
426 votes 1463.000 [1463.0, 1463.0] 20.00 · 不稳Volatile $2.50 / $15 1.1M
19 14 - 29
gemini-3.1-pro-preview
Google · Proprietary
1461±0.0
2.9K votes 1461.000 [1461.0, 1461.0] 15.00 · 不稳Volatile $2 / $12 1M
20 12 - 33
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1454±0.0
431 votes 1454.000 [1454.0, 1454.0] 21.00 · 不稳Volatile $2.50 / $15 1.1M
21 16 - 30
gemini-3-pro
Google · Proprietary
1452±0.0
5.0K votes 1452.000 [1452.0, 1452.0] 14.00 · 不稳Volatile $2 / $12 1M
22 14 - 32
glm-4.7
智谱 ZAI · MIT
1448±0.0
1.3K votes 1448.000 [1448.0, 1448.0] 18.00 · 不稳Volatile $0.40 / $1.75 202.8K
23 16 - 32
glm-5
智谱 ZAI · MIT
1446±0.0
1.7K votes 1446.000 [1446.0, 1446.0] 16.00 · 不稳Volatile $1 / $3.20 202.8K
24 16 - 33
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1444±0.0
1.1K votes 1444.000 [1444.0, 1444.0] 17.00 · 不稳Volatile N/A N/A
25 17 - 33
kimi-k2.5-thinking
月之暗面 · Modified MIT
1440±0.0
2.9K votes 1440.000 [1440.0, 1440.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
26 16 - 33
mimo-v2-pro
小米 · Proprietary
1440±0.0
2.0K votes 1440.000 [1440.0, 1440.0] 17.00 · 不稳Volatile $1 / $3 1M
27 17 - 33
gemini-3-flash
Google · Proprietary
1439±0.0
3.7K votes 1439.000 [1439.0, 1439.0] 16.00 · 不稳Volatile $0.50 / $3 1M
28 17 - 34
mimo-v2.5
小米 · MIT
1432±0.0
966 votes 1432.000 [1432.0, 1432.0] 17.00 · 不稳Volatile $0.40 / $2 1M
29 19 - 37
kimi-k2.5-instant
月之暗面 · Modified MIT
1428±0.0
895 votes 1428.000 [1428.0, 1428.0] 18.00 · 不稳Volatile $0.40 / $1.90 262.1K
30 16 - 45
gpt-5.2
OpenAI · Proprietary
1425±0.0
435 votes 1425.000 [1425.0, 1425.0] 29.00 · 不稳Volatile $1.75 / $14 400K
31 23 - 42
gpt-5.4-mini-high
OpenAI · Proprietary
1414±0.0
1.5K votes 1414.000 [1414.0, 1414.0] 19.00 · 不稳Volatile $0.75 / $4.50 400K
32 21 - 45
gpt-5-medium
OpenAI · Proprietary
1413±0.0
1.3K votes 1413.000 [1413.0, 1413.0] 24.00 · 不稳Volatile $1.25 / $10 400K
33 21 - 47
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1410±0.0
755 votes 1410.000 [1410.0, 1410.0] 26.00 · 不稳Volatile $1.75 / $14 400K
34 28 - 47
gpt-5.1-medium
OpenAI · Proprietary
1399±0.0
1.8K votes 1399.000 [1399.0, 1399.0] 19.00 · 不稳Volatile $1.25 / $10 400K
35 28 - 49
minimax-m2.7
MiniMax · Modified MIT
1397±0.0
1.7K votes 1397.000 [1397.0, 1397.0] 21.00 · 不稳Volatile $0.28 / $1.20 204.8K
36 29 - 49
claude-opus-4-1-20250805
Anthropic · Proprietary
1396±0.0
2.6K votes 1396.000 [1396.0, 1396.0] 20.00 · 不稳Volatile $15 / $75 200K
37 29 - 49
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1395±0.0
2.0K votes 1395.000 [1395.0, 1395.0] 20.00 · 不稳Volatile $2 / $6 2M
38 30 - 47
gemini-3-flash (thinking-minimal)
Google · Proprietary
1394±0.0
4.5K votes 1394.000 [1394.0, 1394.0] 17.00 · 不稳Volatile $0.50 / $3 1M
39 30 - 49
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±0.0
4.6K votes 1388.000 [1388.0, 1388.0] 19.00 · 不稳Volatile $3 / $15 200K
40 30 - 51
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1386±0.0
1.1K votes 1386.000 [1386.0, 1386.0] 21.00 · 不稳Volatile $1.75 / $14 400K
41 31 - 49
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
5.4K votes 1386.000 [1386.0, 1386.0] 18.00 · 不稳Volatile $3 / $15 200K
42 31 - 49
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1386±0.0
2.8K votes 1386.000 [1386.0, 1386.0] 18.00 · 不稳Volatile $0.39 / $2.34 262.1K
43 31 - 51
minimax-m2.1-preview
MiniMax · MIT
1382±0.0
2.3K votes 1382.000 [1382.0, 1382.0] 20.00 · 不稳Volatile $0.29 / $0.95 204.8K
44 30 - 51
grok-4.3
xAI · Proprietary
1381±0.0
916 votes 1381.000 [1381.0, 1381.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
45 30 - 54
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1377±0.0
444 votes 1377.000 [1377.0, 1377.0] 24.00 · 不稳Volatile N/A N/A
46 36 - 52
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1370±0.0
2.3K votes 1370.000 [1370.0, 1370.0] 16.00 · 不稳Volatile $0.26 / $2.08 262.1K
47 36 - 52
minimax-m2.5
MiniMax · Modified MIT
1370±0.0
2.0K votes 1370.000 [1370.0, 1370.0] 16.00 · 不稳Volatile $0.15 / $1.15 204.8K
48 33 - 54
gemma-4-31b
Google · Apache 2.0
1366±0.0
847 votes 1366.000 [1366.0, 1366.0] 21.00 · 不稳Volatile $0.14 / $0.40 262.1K
49 33 - 57
gemma-4-26b-a4b
Google · Apache 2.0
1361±0.0
440 votes 1361.000 [1361.0, 1361.0] 24.00 · 不稳Volatile N/A N/A
50 42 - 54
deepseek-v3.2-thinking
DeepSeek · MIT
1357±0.0
2.2K votes 1357.000 [1357.0, 1357.0] 12.00 · 不稳Volatile $0.25 / $0.38 131.1K
51 42 - 55
qwen3.5-27b
阿里巴巴 · Apache 2.0
1356±0.0
2.2K votes 1356.000 [1356.0, 1356.0] 13.00 · 不稳Volatile $0.20 / $1.56 262.1K
52 45 - 57
glm-4.6
智谱 ZAI · MIT
1346±0.0
2.6K votes 1346.000 [1346.0, 1346.0] 12.00 · 不稳Volatile $0.43 / $1.74 202.8K
53 47 - 58
gpt-5.2-codex
OpenAI · Proprietary
1340±0.0
2.1K votes 1340.000 [1340.0, 1340.0] 11.00 · 波动Unstable $1.75 / $14 400K
54 47 - 58
gpt-5.1
OpenAI · Proprietary
1340±0.0
3.9K votes 1340.000 [1340.0, 1340.0] 11.00 · 波动Unstable $1.25 / $10 400K
55 50 - 60
gpt-5.1-codex
OpenAI · Proprietary
1329±0.0
1.9K votes 1329.000 [1329.0, 1329.0] 10.00 · 波动Unstable $1.25 / $10 400K
56 51 - 60
mimo-v2-flash (non-thinking)
小米 · MIT
1326±0.0
1.8K votes 1326.000 [1326.0, 1326.0] 9.00 · 波动Unstable $0.10 / $0.30 262.1K
57 51 - 60
deepseek-v3.2
DeepSeek · MIT
1323±0.0
3.0K votes 1323.000 [1323.0, 1323.0] 9.00 · 波动Unstable $0.25 / $0.38 131.1K
58 53 - 60
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1320±0.0
4.5K votes 1320.000 [1320.0, 1320.0] 7.00 · 波动Unstable $1.15 / $8 262.1K
59 55 - 61
claude-haiku-4-5-20251001
Anthropic · Proprietary
1311±0.0
6.0K votes 1311.000 [1311.0, 1311.0] 6.00 · 波动Unstable $1 / $5 200K
60 59 - 64
minimax-m2
MiniMax · Apache 2.0
1294±0.0
2.7K votes 1294.000 [1294.0, 1294.0] 5.00 · 波动Unstable $0.26 / $1 204.8K
61 55 - 68
mimo-v2-flash (thinking)
小米 · MIT
1289±0.0
574 votes 1289.000 [1289.0, 1289.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
62 60 - 68
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1272±0.0
4.5K votes 1272.000 [1272.0, 1272.0] 8.00 · 波动Unstable $0.40 / $1.60 262.1K
63 60 - 69
deepseek-v3.2-exp
DeepSeek · MIT
1272±0.0
1.6K votes 1272.000 [1272.0, 1272.0] 9.00 · 波动Unstable $0.27 / $0.41 163.8K
64 60 - 73
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1257±0.0
532 votes 1257.000 [1257.0, 1257.0] 13.00 · 不稳Volatile $0.14 / $1 262.1K
65 61 - 73
gemini-3.1-flash-lite-preview
Google · Proprietary
1251±0.0
2.6K votes 1251.000 [1251.0, 1251.0] 12.00 · 不稳Volatile $0.25 / $1.50 1M
66 61 - 75
KAT-Coder-Pro-V1
快手 · Proprietary
1245±0.0
640 votes 1245.000 [1245.0, 1245.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
67 61 - 75
qwen3.5-flash
阿里巴巴 · Proprietary
1242±0.0
438 votes 1242.000 [1242.0, 1242.0] 14.00 · 不稳Volatile N/A N/A
68 61 - 76
trinity-large-thinking
Arcee AI · Apache 2.0
1234±0.0
359 votes 1234.000 [1234.0, 1234.0] 15.00 · 不稳Volatile $0.22 / $0.85 262.1K
69 64 - 75
grok-4-1-fast-reasoning
xAI · Proprietary
1229±0.0
2.0K votes 1229.000 [1229.0, 1229.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
70 63 - 76
gpt-5.1-codex-mini
OpenAI · Proprietary
1229±0.0
494 votes 1229.000 [1229.0, 1229.0] 13.00 · 不稳Volatile $0.25 / $2 400K
71 64 - 76
granite-4.1-8b
IBM · Apache 2.0
1224±0.0
472 votes 1224.000 [1224.0, 1224.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
72 64 - 77
mistral-large-3
Mistral · Apache 2.0
1209±0.0
304 votes 1209.000 [1209.0, 1209.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
73 64 - 78
grok-4.1-thinking
xAI · Proprietary
1207±0.0
372 votes 1207.000 [1207.0, 1207.0] 14.00 · 不稳Volatile N/A N/A
74 66 - 78
devstral-2
Mistral · Modified MIT
1198±0.0
415 votes 1198.000 [1198.0, 1198.0] 12.00 · 不稳Volatile N/A N/A
75 66 - 78
mercury-2
Inception AI · Proprietary
1188±0.0
278 votes 1188.000 [1188.0, 1188.0] 12.00 · 不稳Volatile $0.25 / $0.75 128K
76 69 - 78
gemini-2.5-pro
Google · Proprietary
1186±0.0
1.1K votes 1186.000 [1186.0, 1186.0] 9.00 · 波动Unstable $1.25 / $10 1M
77 72 - 79
grok-4-fast-reasoning
xAI · Proprietary
1136±0.0
287 votes 1136.000 [1136.0, 1136.0] 7.00 · 波动Unstable $0.20 / $0.50 2M
78 73 - 79
grok-code-fast-1
xAI · Proprietary
1133±0.0
322 votes 1133.000 [1133.0, 1133.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
79 77 - 79
devstral-medium-2507
Mistral · Proprietary
1072±0.0
313 votes 1072.000 [1072.0, 1072.0] 2.00 · 稳定Stable $0.40 / $2 128K
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