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 - 5
claude-opus-4-7-thinking
Anthropic · Proprietary
1603±0.0
1.0K votes 1603.000 [1603.0, 1603.0] 4.00 · 稳定Stable $5 / $25 1M
🥈 1 - 6
claude-opus-4-7
Anthropic · Proprietary
1590±0.0
981 votes 1590.000 [1590.0, 1590.0] 5.00 · 波动Unstable $5 / $25 1M
🥉 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1584±0.0
1.5K votes 1584.000 [1584.0, 1584.0] 5.00 · 波动Unstable $5 / $25 1M
4 1 - 6
claude-opus-4-6
Anthropic · Proprietary
1576±0.0
1.9K votes 1576.000 [1576.0, 1576.0] 5.00 · 波动Unstable $5 / $25 1M
5 1 - 11
glm-5.1
智谱 ZAI · MIT
1568±0.0
635 votes 1568.000 [1568.0, 1568.0] 10.00 · 波动Unstable $1.40 / $4.40 202.8K
6 2 - 13
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1552±0.0
830 votes 1552.000 [1552.0, 1552.0] 11.00 · 波动Unstable N/A N/A
7 5 - 13
claude-sonnet-4-6
Anthropic · Proprietary
1541±0.0
2.2K votes 1541.000 [1541.0, 1541.0] 8.00 · 波动Unstable $3 / $15 1M
8 5 - 16
gemini-3.5-flash
Google · Proprietary
1528±0.0
533 votes 1528.000 [1528.0, 1528.0] 11.00 · 波动Unstable $1.50 / $9 1M
9 5 - 16
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1524±0.0
891 votes 1524.000 [1524.0, 1524.0] 11.00 · 波动Unstable N/A N/A
10 6 - 15
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1523±0.0
3.1K votes 1523.000 [1523.0, 1523.0] 9.00 · 波动Unstable $5 / $25 200K
11 5 - 21
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1517±0.0
348 votes 1517.000 [1517.0, 1517.0] 16.00 · 不稳Volatile $2.50 / $15 1.1M
12 5 - 21
muse-spark
Meta · Proprietary
1508±0.0
306 votes 1508.000 [1508.0, 1508.0] 16.00 · 不稳Volatile N/A N/A
13 6 - 21
qwen3.6-max-preview
阿里巴巴 · Proprietary
1504±0.0
476 votes 1504.000 [1504.0, 1504.0] 15.00 · 不稳Volatile $1.04 / $6.24 262.1K
14 8 - 21
kimi-k2.6
月之暗面 · Modified MIT
1501±0.0
690 votes 1501.000 [1501.0, 1501.0] 13.00 · 不稳Volatile $0.95 / $4 262.1K
15 9 - 22
mimo-v2.5-pro
小米 · MIT
1489±0.0
923 votes 1489.000 [1489.0, 1489.0] 13.00 · 不稳Volatile $1 / $3 1M
16 8 - 30
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1482±0.0
285 votes 1482.000 [1482.0, 1482.0] 22.00 · 不稳Volatile $2.50 / $15 1.1M
17 11 - 22
gemini-3.1-pro-preview
Google · Proprietary
1481±0.0
2.1K votes 1481.000 [1481.0, 1481.0] 11.00 · 波动Unstable $2 / $12 1M
18 11 - 22
claude-opus-4-5-20251101
Anthropic · Proprietary
1480±0.0
3.6K votes 1480.000 [1480.0, 1480.0] 11.00 · 波动Unstable $5 / $25 200K
19 11 - 25
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1477±0.0
812 votes 1477.000 [1477.0, 1477.0] 14.00 · 不稳Volatile N/A N/A
20 11 - 28
qwen3.6-plus
阿里巴巴 · Proprietary
1469±0.0
1.1K votes 1469.000 [1469.0, 1469.0] 17.00 · 不稳Volatile $0.33 / $1.95 1M
21 18 - 31
gemini-3-flash
Google · Proprietary
1452±0.0
3.2K votes 1452.000 [1452.0, 1452.0] 13.00 · 不稳Volatile $0.50 / $3 1M
22 18 - 31
gemini-3-pro
Google · Proprietary
1451±0.0
4.3K votes 1451.000 [1451.0, 1451.0] 13.00 · 不稳Volatile $2 / $12 1M
23 15 - 34
deepseek-v4-pro-thinking
DeepSeek · MIT
1447±0.0
708 votes 1447.000 [1447.0, 1447.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
24 11 - 37
gpt-5.2
OpenAI · Proprietary
1445±0.0
342 votes 1445.000 [1445.0, 1445.0] 26.00 · 不稳Volatile $1.75 / $14 400K
25 18 - 37
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1439±0.0
665 votes 1439.000 [1439.0, 1439.0] 19.00 · 不稳Volatile $1.75 / $14 400K
26 19 - 35
glm-5
智谱 ZAI · MIT
1436±0.0
1.4K votes 1436.000 [1436.0, 1436.0] 16.00 · 不稳Volatile $1 / $3.20 202.8K
27 19 - 37
gpt-5.4-mini-high
OpenAI · Proprietary
1433±0.0
1.0K votes 1433.000 [1433.0, 1433.0] 18.00 · 不稳Volatile $0.75 / $4.50 400K
28 19 - 37
mimo-v2.5
小米 · MIT
1432±0.0
715 votes 1432.000 [1432.0, 1432.0] 18.00 · 不稳Volatile $0.40 / $2 1M
29 20 - 37
mimo-v2-pro
小米 · Proprietary
1431±0.0
1.3K votes 1431.000 [1431.0, 1431.0] 17.00 · 不稳Volatile $1 / $3 1M
30 20 - 37
glm-4.7
智谱 ZAI · MIT
1430±0.0
1.2K votes 1430.000 [1430.0, 1430.0] 17.00 · 不稳Volatile $0.40 / $1.75 202.8K
31 23 - 37
kimi-k2.5-thinking
月之暗面 · Modified MIT
1425±0.0
2.3K votes 1425.000 [1425.0, 1425.0] 14.00 · 不稳Volatile $0.60 / $3 N/A
32 21 - 42
gpt-5-medium
OpenAI · Proprietary
1424±0.0
1.1K votes 1424.000 [1424.0, 1424.0] 21.00 · 不稳Volatile $1.25 / $10 400K
33 23 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1410±0.0
2.3K votes 1410.000 [1410.0, 1410.0] 22.00 · 不稳Volatile $15 / $75 200K
34 23 - 47
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1408±0.0
710 votes 1408.000 [1408.0, 1408.0] 24.00 · 不稳Volatile $1.75 / $14 400K
35 25 - 47
gpt-5.1-medium
OpenAI · Proprietary
1401±0.0
1.7K votes 1401.000 [1401.0, 1401.0] 22.00 · 不稳Volatile $1.25 / $10 400K
36 24 - 47
kimi-k2.5-instant
月之暗面 · Modified MIT
1401±0.0
828 votes 1401.000 [1401.0, 1401.0] 23.00 · 不稳Volatile $0.40 / $1.90 262.1K
37 25 - 47
minimax-m2.7
MiniMax · Modified MIT
1401±0.0
1.2K votes 1401.000 [1401.0, 1401.0] 22.00 · 不稳Volatile $0.28 / $1.20 204.8K
38 32 - 47
gemini-3-flash (thinking-minimal)
Google · Proprietary
1397±0.0
3.5K votes 1397.000 [1397.0, 1397.0] 15.00 · 不稳Volatile $0.50 / $3 1M
39 32 - 47
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1393±0.0
4.0K votes 1393.000 [1393.0, 1393.0] 15.00 · 不稳Volatile $3 / $15 200K
40 32 - 47
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1389±0.0
1.4K votes 1389.000 [1389.0, 1389.0] 15.00 · 不稳Volatile $2 / $6 2M
41 33 - 47
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.5K votes 1386.000 [1386.0, 1386.0] 14.00 · 不稳Volatile $3 / $15 200K
42 33 - 47
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1385±0.0
2.1K votes 1385.000 [1385.0, 1385.0] 14.00 · 不稳Volatile $0.39 / $2.34 262.1K
43 34 - 49
minimax-m2.1-preview
MiniMax · MIT
1380±0.0
2.0K votes 1380.000 [1380.0, 1380.0] 15.00 · 不稳Volatile $0.29 / $0.95 204.8K
44 33 - 53
grok-4.3
xAI · Proprietary
1378±0.0
611 votes 1378.000 [1378.0, 1378.0] 20.00 · 不稳Volatile $1.25 / $2.50 1M
45 34 - 51
minimax-m2.5
MiniMax · Modified MIT
1375±0.0
1.6K votes 1375.000 [1375.0, 1375.0] 17.00 · 不稳Volatile $0.15 / $1.15 204.8K
46 32 - 56
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1369±0.0
311 votes 1369.000 [1369.0, 1369.0] 24.00 · 不稳Volatile N/A N/A
47 32 - 56
gemma-4-26b-a4b
Google · Apache 2.0
1367±0.0
238 votes 1367.000 [1367.0, 1367.0] 24.00 · 不稳Volatile N/A N/A
48 43 - 55
gpt-5.1
OpenAI · Proprietary
1354±0.0
3.2K votes 1354.000 [1354.0, 1354.0] 12.00 · 不稳Volatile $1.25 / $10 400K
49 43 - 55
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1353±0.0
1.7K votes 1353.000 [1353.0, 1353.0] 12.00 · 不稳Volatile $0.26 / $2.08 262.1K
50 45 - 56
deepseek-v3.2-thinking
DeepSeek · MIT
1346±0.0
1.8K votes 1346.000 [1346.0, 1346.0] 11.00 · 波动Unstable $0.25 / $0.38 131.1K
51 45 - 56
glm-4.6
智谱 ZAI · MIT
1346±0.0
2.2K votes 1346.000 [1346.0, 1346.0] 11.00 · 波动Unstable $0.43 / $1.74 202.8K
52 44 - 56
gpt-5.1-codex
OpenAI · Proprietary
1345±0.0
1.7K votes 1345.000 [1345.0, 1345.0] 12.00 · 不稳Volatile $1.25 / $10 400K
53 44 - 57
gemma-4-31b
Google · Apache 2.0
1338±0.0
629 votes 1338.000 [1338.0, 1338.0] 13.00 · 不稳Volatile $0.14 / $0.40 262.1K
54 46 - 57
qwen3.5-27b
阿里巴巴 · Apache 2.0
1336±0.0
1.5K votes 1336.000 [1336.0, 1336.0] 11.00 · 波动Unstable $0.20 / $1.56 262.1K
55 46 - 57
mimo-v2-flash (non-thinking)
小米 · MIT
1333±0.0
1.5K votes 1333.000 [1333.0, 1333.0] 11.00 · 波动Unstable $0.10 / $0.30 262.1K
56 48 - 61
gpt-5.2-codex
OpenAI · Proprietary
1321±0.0
1.7K votes 1321.000 [1321.0, 1321.0] 13.00 · 不稳Volatile $1.75 / $14 400K
57 53 - 61
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1313±0.0
3.7K votes 1313.000 [1313.0, 1313.0] 8.00 · 波动Unstable $1.15 / $8 262.1K
58 56 - 63
deepseek-v3.2
DeepSeek · MIT
1300±0.0
2.4K votes 1300.000 [1300.0, 1300.0] 7.00 · 波动Unstable $0.25 / $0.38 131.1K
59 56 - 63
claude-haiku-4-5-20251001
Anthropic · Proprietary
1298±0.0
4.8K votes 1298.000 [1298.0, 1298.0] 7.00 · 波动Unstable $1 / $5 200K
60 56 - 70
mimo-v2-flash (thinking)
小米 · MIT
1284±0.0
470 votes 1284.000 [1284.0, 1284.0] 14.00 · 不稳Volatile $0.10 / $0.30 262.1K
61 58 - 66
minimax-m2
MiniMax · Apache 2.0
1280±0.0
2.3K votes 1280.000 [1280.0, 1280.0] 8.00 · 波动Unstable $0.26 / $1 204.8K
62 58 - 69
deepseek-v3.2-exp
DeepSeek · MIT
1274±0.0
1.4K votes 1274.000 [1274.0, 1274.0] 11.00 · 波动Unstable $0.27 / $0.41 163.8K
63 56 - 74
trinity-large-thinking
Arcee AI · Apache 2.0
1267±0.0
282 votes 1267.000 [1267.0, 1267.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
64 60 - 71
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1264±0.0
3.7K votes 1264.000 [1264.0, 1264.0] 11.00 · 波动Unstable $0.40 / $1.60 262.1K
65 61 - 74
gemini-3.1-flash-lite-preview
Google · Proprietary
1249±0.0
1.8K votes 1249.000 [1249.0, 1249.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
66 60 - 75
gpt-5.1-codex-mini
OpenAI · Proprietary
1242±0.0
407 votes 1242.000 [1242.0, 1242.0] 15.00 · 不稳Volatile $0.25 / $2 400K
67 63 - 74
grok-4-1-fast-reasoning
xAI · Proprietary
1239±0.0
1.6K votes 1239.000 [1239.0, 1239.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
68 61 - 75
KAT-Coder-Pro-V1
快手 · Proprietary
1238±0.0
614 votes 1238.000 [1238.0, 1238.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
69 60 - 77
grok-4.1-thinking
xAI · Proprietary
1236±0.0
333 votes 1236.000 [1236.0, 1236.0] 17.00 · 不稳Volatile N/A N/A
70 61 - 77
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1232±0.0
422 votes 1232.000 [1232.0, 1232.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
71 62 - 77
granite-4.1-8b
IBM · Apache 2.0
1218±0.0
336 votes 1218.000 [1218.0, 1218.0] 15.00 · 不稳Volatile $0.05 / $0.10 131.1K
72 64 - 77
mistral-large-3
Mistral · Apache 2.0
1208±0.0
269 votes 1208.000 [1208.0, 1208.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
73 64 - 77
qwen3.5-flash
阿里巴巴 · Proprietary
1203±0.0
319 votes 1203.000 [1203.0, 1203.0] 13.00 · 不稳Volatile N/A N/A
74 67 - 77
gemini-2.5-pro
Google · Proprietary
1199±0.0
862 votes 1199.000 [1199.0, 1199.0] 10.00 · 波动Unstable $1.25 / $10 1M
75 64 - 78
mercury-2
Inception AI · Proprietary
1189±0.0
212 votes 1189.000 [1189.0, 1189.0] 14.00 · 不稳Volatile $0.25 / $0.75 128K
76 69 - 78
devstral-2
Mistral · Modified MIT
1166±0.0
330 votes 1166.000 [1166.0, 1166.0] 9.00 · 波动Unstable N/A N/A
77 69 - 79
grok-4-fast-reasoning
xAI · Proprietary
1160±0.0
212 votes 1160.000 [1160.0, 1160.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
78 75 - 79
grok-code-fast-1
xAI · Proprietary
1119±0.0
259 votes 1119.000 [1119.0, 1119.0] 4.00 · 稳定Stable $0.20 / $1.50 N/A
79 77 - 79
devstral-medium-2507
Mistral · Proprietary
1080±0.0
286 votes 1080.000 [1080.0, 1080.0] 2.00 · 稳定Stable $0.40 / $2 128K
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