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 - 7
claude-opus-4-7-thinking
Anthropic · Proprietary
1549±0.0
538 票votes 1549.000 [1549.0, 1549.0] 6.00 · 波动Unstable $5 / $25 1M
🥈 1 - 9
claude-opus-4-6
Anthropic · Proprietary
1532±0.0
1.0K 票votes 1532.000 [1532.0, 1532.0] 8.00 · 波动Unstable $5 / $25 1M
🥉 1 - 11
claude-opus-4-6-thinking
Anthropic · Proprietary
1528±0.0
850 票votes 1528.000 [1528.0, 1528.0] 10.00 · 波动Unstable $5 / $25 1M
4 1 - 13
claude-opus-4-7
Anthropic · Proprietary
1525±0.0
479 票votes 1525.000 [1525.0, 1525.0] 12.00 · 不稳Volatile $5 / $25 1M
5 1 - 13
glm-5.1
智谱 ZAI · MIT
1515±0.0
451 票votes 1515.000 [1515.0, 1515.0] 12.00 · 不稳Volatile $1.40 / $4.40 202.8K
6 1 - 13
claude-sonnet-4-6
Anthropic · Proprietary
1513±0.0
1.2K 票votes 1513.000 [1513.0, 1513.0] 12.00 · 不稳Volatile $3 / $15 1M
7 1 - 18
kimi-k2.6
月之暗面 · Modified MIT
1495±0.0
349 票votes 1495.000 [1495.0, 1495.0] 17.00 · 不稳Volatile $0.95 / $4 262.1K
8 3 - 16
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1493±0.0
1.7K 票votes 1493.000 [1493.0, 1493.0] 13.00 · 不稳Volatile $5 / $25 200K
9 2 - 19
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1490±0.0
398 票votes 1490.000 [1490.0, 1490.0] 17.00 · 不稳Volatile N/A N/A
10 2 - 25
qwen3.6-max-preview
阿里巴巴 · Proprietary
1479±0.0
227 票votes 1479.000 [1479.0, 1479.0] 23.00 · 不稳Volatile $1.04 / $6.24 262.1K
11 3 - 30
muse-spark
Meta · Proprietary
1466±0.0
192 票votes 1466.000 [1466.0, 1466.0] 27.00 · 不稳Volatile N/A N/A
12 7 - 26
qwen3.6-plus
阿里巴巴 · Proprietary
1458±0.0
613 票votes 1458.000 [1458.0, 1458.0] 19.00 · 不稳Volatile $0.33 / $1.95 1M
13 4 - 33
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1458±0.0
173 票votes 1458.000 [1458.0, 1458.0] 29.00 · 不稳Volatile $2.50 / $15 1.1M
14 7 - 28
mimo-v2.5-pro
小米 · MIT
1456±0.0
493 票votes 1456.000 [1456.0, 1456.0] 21.00 · 不稳Volatile $1 / $3 1M
15 7 - 32
deepseek-v4-pro-thinking
DeepSeek · MIT
1449±0.0
357 票votes 1449.000 [1449.0, 1449.0] 25.00 · 不稳Volatile $0.43 / $0.87 1M
16 4 - 38
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1448±0.0
155 票votes 1448.000 [1448.0, 1448.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
17 10 - 27
claude-opus-4-5-20251101
Anthropic · Proprietary
1444±0.0
2.1K 票votes 1444.000 [1444.0, 1444.0] 17.00 · 不稳Volatile $5 / $25 200K
18 9 - 30
glm-5
智谱 ZAI · MIT
1442±0.0
843 票votes 1442.000 [1442.0, 1442.0] 21.00 · 不稳Volatile $1 / $3.20 202.8K
19 8 - 36
mimo-v2.5
小米 · MIT
1435±0.0
358 票votes 1435.000 [1435.0, 1435.0] 28.00 · 不稳Volatile $0.40 / $2 1M
20 8 - 38
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1434±0.0
414 票votes 1434.000 [1434.0, 1434.0] 30.00 · 不稳Volatile $1.75 / $14 400K
21 10 - 34
glm-4.7
智谱 ZAI · MIT
1432±0.0
685 票votes 1432.000 [1432.0, 1432.0] 24.00 · 不稳Volatile $0.40 / $1.75 202.8K
22 10 - 36
mimo-v2-pro
小米 · Proprietary
1426±0.0
722 票votes 1426.000 [1426.0, 1426.0] 26.00 · 不稳Volatile $1 / $3 1M
23 10 - 35
gemini-3.1-pro-preview
Google · Proprietary
1425±0.0
1.1K 票votes 1425.000 [1425.0, 1425.0] 25.00 · 不稳Volatile $2 / $12 1M
24 10 - 41
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1424±0.0
377 票votes 1424.000 [1424.0, 1424.0] 31.00 · 不稳Volatile N/A N/A
25 11 - 38
minimax-m2.5
MiniMax · Modified MIT
1420±0.0
1.1K 票votes 1420.000 [1420.0, 1420.0] 27.00 · 不稳Volatile $0.15 / $1.15 196.6K
26 12 - 39
kimi-k2.5-thinking
月之暗面 · Modified MIT
1414±0.0
1.3K 票votes 1414.000 [1414.0, 1414.0] 27.00 · 不稳Volatile $0.60 / $3 N/A
27 14 - 39
gemini-3-pro
Google · Proprietary
1412±0.0
2.3K 票votes 1412.000 [1412.0, 1412.0] 25.00 · 不稳Volatile $2 / $12 1M
28 14 - 40
gemini-3-flash
Google · Proprietary
1409±0.0
1.8K 票votes 1409.000 [1409.0, 1409.0] 26.00 · 不稳Volatile $0.50 / $3 1M
29 17 - 45
minimax-m2.1-preview
MiniMax · MIT
1398±0.0
1.3K 票votes 1398.000 [1398.0, 1398.0] 28.00 · 不稳Volatile $0.29 / $0.95 196.6K
30 16 - 48
minimax-m2.7
MiniMax · Modified MIT
1396±0.0
686 票votes 1396.000 [1396.0, 1396.0] 32.00 · 不稳Volatile $0.28 / $1.20 196.6K
31 10 - 53
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1393±0.0
173 票votes 1393.000 [1393.0, 1393.0] 43.00 · 不稳Volatile N/A N/A
32 16 - 51
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1389±0.0
444 票votes 1389.000 [1389.0, 1389.0] 35.00 · 不稳Volatile $1.75 / $14 400K
33 13 - 54
gpt-5.2
OpenAI · Proprietary
1386±0.0
188 票votes 1386.000 [1386.0, 1386.0] 41.00 · 不稳Volatile $1.75 / $14 400K
34 25 - 48
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
2.5K 票votes 1386.000 [1386.0, 1386.0] 23.00 · 不稳Volatile $3 / $15 200K
35 22 - 48
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1385±0.0
1.1K 票votes 1385.000 [1385.0, 1385.0] 26.00 · 不稳Volatile $0.39 / $2.34 262.1K
36 22 - 51
gpt-5.1-medium
OpenAI · Proprietary
1382±0.0
791 票votes 1382.000 [1382.0, 1382.0] 29.00 · 不稳Volatile $1.25 / $10 400K
37 19 - 53
kimi-k2.5-instant
月之暗面 · Modified MIT
1381±0.0
511 票votes 1381.000 [1381.0, 1381.0] 34.00 · 不稳Volatile $0.40 / $1.90 262.1K
38 20 - 53
gpt-5.4-mini-high
OpenAI · Proprietary
1381±0.0
562 票votes 1381.000 [1381.0, 1381.0] 33.00 · 不稳Volatile $0.75 / $4.50 400K
39 28 - 48
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1380±0.0
2.1K 票votes 1380.000 [1380.0, 1380.0] 20.00 · 不稳Volatile $3 / $15 200K
40 29 - 48
gemini-3-flash (thinking-minimal)
Google · Proprietary
1378±0.0
2.0K 票votes 1378.000 [1378.0, 1378.0] 19.00 · 不稳Volatile $0.50 / $3 1M
41 18 - 54
grok-4.3
xAI · Proprietary
1377±0.0
329 票votes 1377.000 [1377.0, 1377.0] 36.00 · 不稳Volatile $1.25 / $2.50 1M
42 27 - 52
deepseek-v3.2-thinking
DeepSeek · MIT
1377±0.0
1.1K 票votes 1377.000 [1377.0, 1377.0] 25.00 · 不稳Volatile $0.25 / $0.38 131.1K
43 29 - 54
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1361±0.0
789 票votes 1361.000 [1361.0, 1361.0] 25.00 · 不稳Volatile $2 / $6 2M
44 30 - 54
claude-opus-4-1-20250805
Anthropic · Proprietary
1360±0.0
1.1K 票votes 1360.000 [1360.0, 1360.0] 24.00 · 不稳Volatile $15 / $75 200K
45 30 - 54
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1359±0.0
927 票votes 1359.000 [1359.0, 1359.0] 24.00 · 不稳Volatile $0.26 / $2.08 262.1K
46 30 - 54
qwen3.5-27b
阿里巴巴 · Apache 2.0
1354±0.0
856 票votes 1354.000 [1354.0, 1354.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
47 29 - 57
gpt-5-medium
OpenAI · Proprietary
1353±0.0
471 票votes 1353.000 [1353.0, 1353.0] 28.00 · 不稳Volatile $1.25 / $10 400K
48 29 - 58
gemma-4-31b
Google · Apache 2.0
1350±0.0
302 票votes 1350.000 [1350.0, 1350.0] 29.00 · 不稳Volatile $0.14 / $0.40 262.1K
49 35 - 57
glm-4.6
智谱 ZAI · MIT
1343±0.0
1.1K 票votes 1343.000 [1343.0, 1343.0] 22.00 · 不稳Volatile $0.39 / $1.90 204.8K
50 35 - 57
gpt-5.2-codex
OpenAI · Proprietary
1343±0.0
1.1K 票votes 1343.000 [1343.0, 1343.0] 22.00 · 不稳Volatile $1.75 / $14 400K
51 38 - 57
gpt-5.1
OpenAI · Proprietary
1342±0.0
1.8K 票votes 1342.000 [1342.0, 1342.0] 19.00 · 不稳Volatile $1.25 / $10 400K
52 37 - 58
mimo-v2-flash (non-thinking)
小米 · MIT
1340±0.0
936 票votes 1340.000 [1340.0, 1340.0] 21.00 · 不稳Volatile $0.10 / $0.30 262.1K
53 41 - 58
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±0.0
2.1K 票votes 1332.000 [1332.0, 1332.0] 17.00 · 不稳Volatile $1.15 / $8 262.1K
54 47 - 58
claude-haiku-4-5-20251001
Anthropic · Proprietary
1318±0.0
2.6K 票votes 1318.000 [1318.0, 1318.0] 11.00 · 波动Unstable $1 / $5 200K
55 47 - 58
deepseek-v3.2
DeepSeek · MIT
1316±0.0
1.4K 票votes 1316.000 [1316.0, 1316.0] 11.00 · 波动Unstable $0.25 / $0.38 131.1K
56 35 - 63
gemma-4-26b-a4b
Google · Apache 2.0
1316±0.0
161 票votes 1316.000 [1316.0, 1316.0] 28.00 · 不稳Volatile N/A N/A
57 47 - 60
gpt-5.1-codex
OpenAI · Proprietary
1311±0.0
813 票votes 1311.000 [1311.0, 1311.0] 13.00 · 不稳Volatile $1.25 / $10 400K
58 51 - 60
minimax-m2
MiniMax · Apache 2.0
1305±0.0
1.1K 票votes 1305.000 [1305.0, 1305.0] 9.00 · 波动Unstable $0.26 / $1 196.6K
59 56 - 63
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1280±0.0
2.0K 票votes 1280.000 [1280.0, 1280.0] 7.00 · 波动Unstable $0.40 / $1.60 262.1K
60 56 - 70
mimo-v2-flash (thinking)
小米 · MIT
1261±0.0
293 票votes 1261.000 [1261.0, 1261.0] 14.00 · 不稳Volatile $0.10 / $0.30 262.1K
61 58 - 70
deepseek-v3.2-exp
DeepSeek · MIT
1248±0.0
632 票votes 1248.000 [1248.0, 1248.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
62 58 - 72
gpt-5.1-codex-mini
OpenAI · Proprietary
1238±0.0
204 票votes 1238.000 [1238.0, 1238.0] 14.00 · 不稳Volatile $0.25 / $2 400K
63 58 - 72
KAT-Coder-Pro-V1
快手 · Proprietary
1235±0.0
210 票votes 1235.000 [1235.0, 1235.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
64 60 - 70
grok-4-1-fast-reasoning
xAI · Proprietary
1233±0.0
1.0K 票votes 1233.000 [1233.0, 1233.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
65 60 - 71
gemini-3.1-flash-lite-preview
Google · Proprietary
1227±0.0
1.0K 票votes 1227.000 [1227.0, 1227.0] 11.00 · 波动Unstable $0.25 / $1.50 1M
66 60 - 74
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1218±0.0
218 票votes 1218.000 [1218.0, 1218.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
67 60 - 74
qwen3.5-flash
阿里巴巴 · Proprietary
1214±0.0
226 票votes 1214.000 [1214.0, 1214.0] 14.00 · 不稳Volatile N/A N/A
68 60 - 74
grok-4.1-thinking
xAI · Proprietary
1192±0.0
151 票votes 1192.000 [1192.0, 1192.0] 14.00 · 不稳Volatile N/A N/A
69 60 - 74
devstral-2
Mistral · Modified MIT
1190±0.0
210 票votes 1190.000 [1190.0, 1190.0] 14.00 · 不稳Volatile N/A N/A
70 60 - 75
trinity-large-thinking
Arcee AI · Apache 2.0
1181±0.0
129 票votes 1181.000 [1181.0, 1181.0] 15.00 · 不稳Volatile $0.22 / $0.85 262.1K
71 64 - 74
gemini-2.5-pro
Google · Proprietary
1173±0.0
425 票votes 1173.000 [1173.0, 1173.0] 10.00 · 波动Unstable $1.25 / $10 1M
72 63 - 75
mistral-large-3
Mistral · Apache 2.0
1150±0.0
123 票votes 1150.000 [1150.0, 1150.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
73 66 - 75
grok-code-fast-1
xAI · Proprietary
1133±0.0
143 票votes 1133.000 [1133.0, 1133.0] 9.00 · 波动Unstable $0.20 / $1.50 256K
74 66 - 75
grok-4-fast-reasoning
xAI · Proprietary
1120±0.0
135 票votes 1120.000 [1120.0, 1120.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
75 71 - 75
devstral-medium-2507
Mistral · Proprietary
1075±0.0
133 票votes 1075.000 [1075.0, 1075.0] 4.00 · 稳定Stable $0.40 / $2 128K
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