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 - 14
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1544±0.0
214 票votes 1544.000 [1544.0, 1544.0] 13.00 · 不稳Volatile N/A N/A
🥈 1 - 8
claude-opus-4-7-thinking
Anthropic · Proprietary
1542±0.0
751 票votes 1542.000 [1542.0, 1542.0] 7.00 · 波动Unstable $5 / $25 1M
🥉 1 - 13
claude-opus-4-7
Anthropic · Proprietary
1528±0.0
645 票votes 1528.000 [1528.0, 1528.0] 12.00 · 不稳Volatile $5 / $25 1M
4 1 - 13
claude-opus-4-6
Anthropic · Proprietary
1525±0.0
1.2K 票votes 1525.000 [1525.0, 1525.0] 12.00 · 不稳Volatile $5 / $25 1M
5 1 - 13
claude-opus-4-6-thinking
Anthropic · Proprietary
1524±0.0
1.0K 票votes 1524.000 [1524.0, 1524.0] 12.00 · 不稳Volatile $5 / $25 1M
6 1 - 16
glm-5.1
智谱 ZAI · MIT
1516±0.0
452 票votes 1516.000 [1516.0, 1516.0] 15.00 · 不稳Volatile $1.40 / $4.40 202.8K
7 1 - 16
claude-sonnet-4-6
Anthropic · Proprietary
1511±0.0
1.4K 票votes 1511.000 [1511.0, 1511.0] 15.00 · 不稳Volatile $3 / $15 1M
8 2 - 20
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1492±0.0
583 票votes 1492.000 [1492.0, 1492.0] 18.00 · 不稳Volatile N/A N/A
9 2 - 18
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1492±0.0
1.7K 票votes 1492.000 [1492.0, 1492.0] 16.00 · 不稳Volatile $5 / $25 200K
10 2 - 22
kimi-k2.6
月之暗面 · Modified MIT
1489±0.0
475 票votes 1489.000 [1489.0, 1489.0] 20.00 · 不稳Volatile $0.95 / $4 262.1K
11 1 - 25
gemini-3.5-flash
Google · Proprietary
1486±0.0
357 票votes 1486.000 [1486.0, 1486.0] 24.00 · 不稳Volatile $1.50 / $9 1M
12 2 - 23
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1482±0.0
585 票votes 1482.000 [1482.0, 1482.0] 21.00 · 不稳Volatile N/A N/A
13 2 - 33
muse-spark
Meta · Proprietary
1466±0.0
192 票votes 1466.000 [1466.0, 1466.0] 31.00 · 不稳Volatile N/A N/A
14 6 - 30
qwen3.6-max-preview
阿里巴巴 · Proprietary
1462±0.0
346 票votes 1462.000 [1462.0, 1462.0] 24.00 · 不稳Volatile $1.04 / $6.24 262.1K
15 8 - 28
mimo-v2.5-pro
小米 · MIT
1461±0.0
626 票votes 1461.000 [1461.0, 1461.0] 20.00 · 不稳Volatile $1 / $3 1M
16 8 - 29
deepseek-v4-pro-thinking
DeepSeek · MIT
1461±0.0
514 票votes 1461.000 [1461.0, 1461.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
17 5 - 35
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1458±0.0
173 票votes 1458.000 [1458.0, 1458.0] 30.00 · 不稳Volatile $2.50 / $15 1.1M
18 9 - 30
qwen3.6-plus
阿里巴巴 · Proprietary
1453±0.0
817 票votes 1453.000 [1453.0, 1453.0] 21.00 · 不稳Volatile $0.33 / $1.95 1M
19 6 - 40
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1449±0.0
155 票votes 1449.000 [1449.0, 1449.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
20 11 - 30
claude-opus-4-5-20251101
Anthropic · Proprietary
1444±0.0
2.0K 票votes 1444.000 [1444.0, 1444.0] 19.00 · 不稳Volatile $5 / $25 200K
21 10 - 33
glm-5
智谱 ZAI · MIT
1442±0.0
840 票votes 1442.000 [1442.0, 1442.0] 23.00 · 不稳Volatile $1 / $3.20 202.8K
22 9 - 35
mimo-v2.5
小米 · MIT
1442±0.0
503 票votes 1442.000 [1442.0, 1442.0] 26.00 · 不稳Volatile $0.40 / $2 1M
23 10 - 40
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1433±0.0
413 票votes 1433.000 [1433.0, 1433.0] 30.00 · 不稳Volatile $1.75 / $14 400K
24 12 - 37
glm-4.7
智谱 ZAI · MIT
1432±0.0
683 票votes 1432.000 [1432.0, 1432.0] 25.00 · 不稳Volatile $0.40 / $1.75 202.8K
25 12 - 39
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1429±0.0
563 票votes 1429.000 [1429.0, 1429.0] 27.00 · 不稳Volatile N/A N/A
26 13 - 37
gemini-3.1-pro-preview
Google · Proprietary
1426±0.0
1.3K 票votes 1426.000 [1426.0, 1426.0] 24.00 · 不稳Volatile $2 / $12 1M
27 13 - 39
mimo-v2-pro
小米 · Proprietary
1425±0.0
855 票votes 1425.000 [1425.0, 1425.0] 26.00 · 不稳Volatile $1 / $3 1M
28 13 - 40
minimax-m2.5
MiniMax · Modified MIT
1419±0.0
1.1K 票votes 1419.000 [1419.0, 1419.0] 27.00 · 不稳Volatile $0.15 / $1.15 204.8K
29 15 - 40
kimi-k2.5-thinking
月之暗面 · Modified MIT
1418±0.0
1.4K 票votes 1418.000 [1418.0, 1418.0] 25.00 · 不稳Volatile $0.60 / $3 N/A
30 18 - 41
gemini-3-pro
Google · Proprietary
1412±0.0
2.3K 票votes 1412.000 [1412.0, 1412.0] 23.00 · 不稳Volatile $2 / $12 1M
31 18 - 43
gemini-3-flash
Google · Proprietary
1409±0.0
1.8K 票votes 1409.000 [1409.0, 1409.0] 25.00 · 不稳Volatile $0.50 / $3 1M
32 20 - 46
minimax-m2.1-preview
MiniMax · MIT
1398±0.0
1.3K 票votes 1398.000 [1398.0, 1398.0] 26.00 · 不稳Volatile $0.29 / $0.95 204.8K
33 13 - 56
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1394±0.0
172 票votes 1394.000 [1394.0, 1394.0] 43.00 · 不稳Volatile N/A N/A
34 22 - 50
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1393±0.0
1.2K 票votes 1393.000 [1393.0, 1393.0] 28.00 · 不稳Volatile $0.39 / $2.34 262.1K
35 20 - 55
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1389±0.0
442 票votes 1389.000 [1389.0, 1389.0] 35.00 · 不稳Volatile $1.75 / $14 400K
36 22 - 51
minimax-m2.7
MiniMax · Modified MIT
1389±0.0
825 票votes 1389.000 [1389.0, 1389.0] 29.00 · 不稳Volatile $0.28 / $1.20 204.8K
37 30 - 50
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
2.5K 票votes 1386.000 [1386.0, 1386.0] 20.00 · 不稳Volatile $3 / $15 200K
38 24 - 54
gpt-5.4-mini-high
OpenAI · Proprietary
1383±0.0
709 票votes 1383.000 [1383.0, 1383.0] 30.00 · 不稳Volatile $0.75 / $4.50 400K
39 26 - 55
gpt-5.1-medium
OpenAI · Proprietary
1381±0.0
790 票votes 1381.000 [1381.0, 1381.0] 29.00 · 不稳Volatile $1.25 / $10 400K
40 24 - 56
kimi-k2.5-instant
月之暗面 · Modified MIT
1381±0.0
511 票votes 1381.000 [1381.0, 1381.0] 32.00 · 不稳Volatile $0.40 / $1.90 262.1K
41 18 - 57
gpt-5.2
OpenAI · Proprietary
1381±0.0
187 票votes 1381.000 [1381.0, 1381.0] 39.00 · 不稳Volatile $1.75 / $14 400K
42 31 - 51
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1381±0.0
2.1K 票votes 1381.000 [1381.0, 1381.0] 20.00 · 不稳Volatile $3 / $15 200K
43 31 - 55
deepseek-v3.2-thinking
DeepSeek · MIT
1377±0.0
1.1K 票votes 1377.000 [1377.0, 1377.0] 24.00 · 不稳Volatile $0.25 / $0.38 131.1K
44 32 - 54
gemini-3-flash (thinking-minimal)
Google · Proprietary
1374±0.0
2.2K 票votes 1374.000 [1374.0, 1374.0] 22.00 · 不稳Volatile $0.50 / $3 1M
45 33 - 57
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1362±0.0
1.0K 票votes 1362.000 [1362.0, 1362.0] 24.00 · 不稳Volatile $0.26 / $2.08 262.1K
46 33 - 57
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
47 33 - 57
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1357±0.0
936 票votes 1357.000 [1357.0, 1357.0] 24.00 · 不稳Volatile $2 / $6 2M
48 32 - 60
grok-4.3
xAI · Proprietary
1356±0.0
515 票votes 1356.000 [1356.0, 1356.0] 28.00 · 不稳Volatile $1.25 / $2.50 1M
49 32 - 60
gpt-5-medium
OpenAI · Proprietary
1354±0.0
471 票votes 1354.000 [1354.0, 1354.0] 28.00 · 不稳Volatile $1.25 / $10 400K
50 35 - 57
qwen3.5-27b
阿里巴巴 · Apache 2.0
1353±0.0
961 票votes 1353.000 [1353.0, 1353.0] 22.00 · 不稳Volatile $0.20 / $1.56 262.1K
51 33 - 61
gemma-4-31b
Google · Apache 2.0
1346±0.0
376 票votes 1346.000 [1346.0, 1346.0] 28.00 · 不稳Volatile $0.14 / $0.40 262.1K
52 37 - 61
glm-4.6
智谱 ZAI · MIT
1343±0.0
1.1K 票votes 1343.000 [1343.0, 1343.0] 24.00 · 不稳Volatile $0.43 / $1.74 202.8K
53 37 - 61
gpt-5.2-codex
OpenAI · Proprietary
1343±0.0
1.1K 票votes 1343.000 [1343.0, 1343.0] 24.00 · 不稳Volatile $1.75 / $14 400K
54 42 - 60
gpt-5.1
OpenAI · Proprietary
1341±0.0
1.8K 票votes 1341.000 [1341.0, 1341.0] 18.00 · 不稳Volatile $1.25 / $10 400K
55 39 - 61
mimo-v2-flash (non-thinking)
小米 · MIT
1340±0.0
936 票votes 1340.000 [1340.0, 1340.0] 22.00 · 不稳Volatile $0.10 / $0.30 262.1K
56 44 - 61
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
57 49 - 61
claude-haiku-4-5-20251001
Anthropic · Proprietary
1320±0.0
2.7K 票votes 1320.000 [1320.0, 1320.0] 12.00 · 不稳Volatile $1 / $5 200K
58 49 - 61
deepseek-v3.2
DeepSeek · MIT
1316±0.0
1.4K 票votes 1316.000 [1316.0, 1316.0] 12.00 · 不稳Volatile $0.25 / $0.38 131.1K
59 37 - 66
gemma-4-26b-a4b
Google · Apache 2.0
1314±0.0
157 票votes 1314.000 [1314.0, 1314.0] 29.00 · 不稳Volatile N/A N/A
60 49 - 63
gpt-5.1-codex
OpenAI · Proprietary
1311±0.0
810 票votes 1311.000 [1311.0, 1311.0] 14.00 · 不稳Volatile $1.25 / $10 400K
61 52 - 63
minimax-m2
MiniMax · Apache 2.0
1305±0.0
1.1K 票votes 1305.000 [1305.0, 1305.0] 11.00 · 波动Unstable $0.26 / $1 204.8K
62 59 - 66
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
63 59 - 73
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
64 61 - 73
deepseek-v3.2-exp
DeepSeek · MIT
1249±0.0
631 票votes 1249.000 [1249.0, 1249.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
65 61 - 76
gpt-5.1-codex-mini
OpenAI · Proprietary
1238±0.0
204 票votes 1238.000 [1238.0, 1238.0] 15.00 · 不稳Volatile $0.25 / $2 400K
66 61 - 76
KAT-Coder-Pro-V1
快手 · Proprietary
1234±0.0
208 票votes 1234.000 [1234.0, 1234.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
67 63 - 73
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
68 63 - 73
gemini-3.1-flash-lite-preview
Google · Proprietary
1233±0.0
1.2K 票votes 1233.000 [1233.0, 1233.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
69 63 - 78
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1218±0.0
218 票votes 1218.000 [1218.0, 1218.0] 15.00 · 不稳Volatile $0.14 / $1 262.1K
70 63 - 78
qwen3.5-flash
阿里巴巴 · Proprietary
1215±0.0
226 票votes 1215.000 [1215.0, 1215.0] 15.00 · 不稳Volatile N/A N/A
71 63 - 78
grok-4.1-thinking
xAI · Proprietary
1192±0.0
151 票votes 1192.000 [1192.0, 1192.0] 15.00 · 不稳Volatile N/A N/A
72 63 - 78
devstral-2
Mistral · Modified MIT
1190±0.0
210 票votes 1190.000 [1190.0, 1190.0] 15.00 · 不稳Volatile N/A N/A
73 63 - 79
trinity-large-thinking
Arcee AI · Apache 2.0
1189±0.0
129 票votes 1189.000 [1189.0, 1189.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
74 67 - 78
gemini-2.5-pro
Google · Proprietary
1173±0.0
425 票votes 1173.000 [1173.0, 1173.0] 11.00 · 波动Unstable $1.25 / $10 1M
75 67 - 79
granite-4.1-8b
IBM · Apache 2.0
1161±0.0
219 票votes 1161.000 [1161.0, 1161.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
76 67 - 79
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
77 69 - 79
grok-code-fast-1
xAI · Proprietary
1134±0.0
143 票votes 1134.000 [1134.0, 1134.0] 10.00 · 波动Unstable $0.20 / $1.50 N/A
78 69 - 79
grok-4-fast-reasoning
xAI · Proprietary
1120±0.0
135 票votes 1120.000 [1120.0, 1120.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
79 74 - 79
devstral-medium-2507
Mistral · Proprietary
1075±0.0
133 票votes 1075.000 [1075.0, 1075.0] 5.00 · 波动Unstable $0.40 / $2 128K
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