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 - 6
claude-opus-4-7-thinking
Anthropic · Proprietary
1546±0.0
1.2K 票votes 1546.000 [1546.0, 1546.0] 5.00 · 波动Unstable $5 / $25 1M
🥈 1 - 7
claude-opus-4-7
Anthropic · Proprietary
1538±0.0
1.1K 票votes 1538.000 [1538.0, 1538.0] 6.00 · 波动Unstable $5 / $25 1M
🥉 1 - 7
claude-opus-4-6
Anthropic · Proprietary
1531±0.0
2.2K 票votes 1531.000 [1531.0, 1531.0] 6.00 · 波动Unstable $5 / $25 1M
4 1 - 8
claude-sonnet-4-6
Anthropic · Proprietary
1523±0.0
2.9K 票votes 1523.000 [1523.0, 1523.0] 7.00 · 波动Unstable $3 / $15 1M
5 1 - 10
glm-5.1
智谱 ZAI · MIT
1522±0.0
1.0K 票votes 1522.000 [1522.0, 1522.0] 9.00 · 波动Unstable $1.40 / $4.40 202.8K
6 1 - 8
claude-opus-4-6-thinking
Anthropic · Proprietary
1518±0.0
2.0K 票votes 1518.000 [1518.0, 1518.0] 7.00 · 波动Unstable $5 / $25 1M
7 2 - 11
kimi-k2.6
月之暗面 · Modified MIT
1507±0.0
944 票votes 1507.000 [1507.0, 1507.0] 9.00 · 波动Unstable $0.95 / $4 262.1K
8 6 - 11
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1491±0.0
3.4K 票votes 1491.000 [1491.0, 1491.0] 5.00 · 波动Unstable $5 / $25 200K
9 4 - 16
qwen3.6-max-preview
阿里巴巴 · Proprietary
1486±0.0
537 票votes 1486.000 [1486.0, 1486.0] 12.00 · 不稳Volatile $1.04 / $6.24 262.1K
10 6 - 20
muse-spark
Meta · Proprietary
1471±0.0
385 票votes 1471.000 [1471.0, 1471.0] 14.00 · 不稳Volatile N/A N/A
11 7 - 18
deepseek-v4-pro-thinking
DeepSeek · MIT
1467±0.0
843 票votes 1467.000 [1467.0, 1467.0] 11.00 · 波动Unstable $0.43 / $0.87 1M
12 9 - 23
mimo-v2.5-pro
小米 · MIT
1452±0.0
1.2K 票votes 1452.000 [1452.0, 1452.0] 14.00 · 不稳Volatile $1 / $3 1M
13 9 - 23
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1452±0.0
951 票votes 1452.000 [1452.0, 1452.0] 14.00 · 不稳Volatile N/A N/A
14 9 - 25
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1449±0.0
971 票votes 1449.000 [1449.0, 1449.0] 16.00 · 不稳Volatile N/A N/A
15 10 - 20
claude-opus-4-5-20251101
Anthropic · Proprietary
1448±0.0
3.9K 票votes 1448.000 [1448.0, 1448.0] 10.00 · 波动Unstable $5 / $25 200K
16 9 - 25
qwen3.6-plus
阿里巴巴 · Proprietary
1446±0.0
1.6K 票votes 1446.000 [1446.0, 1446.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
17 9 - 27
glm-4.7
智谱 ZAI · MIT
1441±0.0
1.1K 票votes 1441.000 [1441.0, 1441.0] 18.00 · 不稳Volatile $0.40 / $1.75 202.8K
18 11 - 29
glm-5
智谱 ZAI · MIT
1430±0.0
1.6K 票votes 1430.000 [1430.0, 1430.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
19 10 - 33
mimo-v2.5
小米 · MIT
1428±0.0
854 票votes 1428.000 [1428.0, 1428.0] 23.00 · 不稳Volatile $0.40 / $2 1M
20 13 - 33
mimo-v2-pro
小米 · Proprietary
1422±0.0
1.8K 票votes 1422.000 [1422.0, 1422.0] 20.00 · 不稳Volatile $1 / $3 1M
21 15 - 31
gemini-3-pro
Google · Proprietary
1420±0.0
4.0K 票votes 1420.000 [1420.0, 1420.0] 16.00 · 不稳Volatile $2 / $12 1M
22 13 - 39
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1415±0.0
979 票votes 1415.000 [1415.0, 1415.0] 26.00 · 不稳Volatile N/A N/A
23 11 - 41
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1414±0.0
415 票votes 1414.000 [1414.0, 1414.0] 30.00 · 不稳Volatile $2.50 / $15 1.1M
24 17 - 34
gemini-3-flash
Google · Proprietary
1413±0.0
3.3K 票votes 1413.000 [1413.0, 1413.0] 17.00 · 不稳Volatile $0.50 / $3 1M
25 17 - 34
kimi-k2.5-thinking
月之暗面 · Modified MIT
1412±0.0
2.6K 票votes 1412.000 [1412.0, 1412.0] 17.00 · 不稳Volatile $0.60 / $3 N/A
26 18 - 37
gemini-3.1-pro-preview
Google · Proprietary
1410±0.0
2.7K 票votes 1410.000 [1410.0, 1410.0] 19.00 · 不稳Volatile $2 / $12 1M
27 18 - 41
minimax-m2.7
MiniMax · Modified MIT
1405±0.0
1.5K 票votes 1405.000 [1405.0, 1405.0] 23.00 · 不稳Volatile $0.28 / $1.20 204.8K
28 13 - 47
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1405±0.0
413 票votes 1405.000 [1405.0, 1405.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
29 15 - 50
gpt-5.2
OpenAI · Proprietary
1400±0.0
381 票votes 1400.000 [1400.0, 1400.0] 35.00 · 不稳Volatile $1.75 / $14 400K
30 20 - 42
minimax-m2.1-preview
MiniMax · MIT
1394±0.0
2.2K 票votes 1394.000 [1394.0, 1394.0] 22.00 · 不稳Volatile $0.29 / $0.95 204.8K
31 19 - 45
gpt-5.4-mini-high
OpenAI · Proprietary
1394±0.0
1.4K 票votes 1394.000 [1394.0, 1394.0] 26.00 · 不稳Volatile $0.75 / $4.50 400K
32 19 - 47
gpt-5.1-medium
OpenAI · Proprietary
1392±0.0
1.3K 票votes 1392.000 [1392.0, 1392.0] 28.00 · 不稳Volatile $1.25 / $10 400K
33 22 - 43
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1391±0.0
3.7K 票votes 1391.000 [1391.0, 1391.0] 21.00 · 不稳Volatile $3 / $15 200K
34 20 - 51
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1387±0.0
884 票votes 1387.000 [1387.0, 1387.0] 31.00 · 不稳Volatile $1.75 / $14 400K
35 25 - 47
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.4K 票votes 1386.000 [1386.0, 1386.0] 22.00 · 不稳Volatile $3 / $15 200K
36 23 - 50
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1386±0.0
1.8K 票votes 1386.000 [1386.0, 1386.0] 27.00 · 不稳Volatile $2 / $6 2M
37 24 - 50
deepseek-v3.2-thinking
DeepSeek · MIT
1385±0.0
1.8K 票votes 1385.000 [1385.0, 1385.0] 26.00 · 不稳Volatile $0.25 / $0.38 131.1K
38 25 - 50
minimax-m2.5
MiniMax · Modified MIT
1383±0.0
2.2K 票votes 1383.000 [1383.0, 1383.0] 25.00 · 不稳Volatile $0.15 / $1.15 204.8K
39 26 - 50
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1381±0.0
2.5K 票votes 1381.000 [1381.0, 1381.0] 24.00 · 不稳Volatile $0.39 / $2.34 262.1K
40 24 - 54
grok-4.3
xAI · Proprietary
1376±0.0
748 票votes 1376.000 [1376.0, 1376.0] 30.00 · 不稳Volatile $1.25 / $2.50 1M
41 26 - 55
kimi-k2.5-instant
月之暗面 · Modified MIT
1370±0.0
947 票votes 1370.000 [1370.0, 1370.0] 29.00 · 不稳Volatile $0.40 / $1.90 262.1K
42 31 - 54
gemini-3-flash (thinking-minimal)
Google · Proprietary
1368±0.0
4.2K 票votes 1368.000 [1368.0, 1368.0] 23.00 · 不稳Volatile $0.50 / $3 1M
43 30 - 55
claude-opus-4-1-20250805
Anthropic · Proprietary
1364±0.0
1.8K 票votes 1364.000 [1364.0, 1364.0] 25.00 · 不稳Volatile $15 / $75 200K
44 31 - 55
qwen3.5-27b
阿里巴巴 · Apache 2.0
1363±0.0
2.0K 票votes 1363.000 [1363.0, 1363.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
45 34 - 55
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1360±0.0
2.2K 票votes 1360.000 [1360.0, 1360.0] 21.00 · 不稳Volatile $0.26 / $2.08 262.1K
46 30 - 58
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1359±0.0
1.0K 票votes 1359.000 [1359.0, 1359.0] 28.00 · 不稳Volatile $1.75 / $14 400K
47 28 - 60
gpt-5-medium
OpenAI · Proprietary
1358±0.0
682 票votes 1358.000 [1358.0, 1358.0] 32.00 · 不稳Volatile $1.25 / $10 400K
48 34 - 58
glm-4.6
智谱 ZAI · MIT
1356±0.0
1.7K 票votes 1356.000 [1356.0, 1356.0] 24.00 · 不稳Volatile $0.43 / $1.74 202.8K
49 40 - 58
gpt-5.1
OpenAI · Proprietary
1351±0.0
3.0K 票votes 1351.000 [1351.0, 1351.0] 18.00 · 不稳Volatile $1.25 / $10 400K
50 39 - 60
gpt-5.1-codex
OpenAI · Proprietary
1350±0.0
1.3K 票votes 1350.000 [1350.0, 1350.0] 21.00 · 不稳Volatile $1.25 / $10 400K
51 29 - 61
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1348±0.0
393 票votes 1348.000 [1348.0, 1348.0] 32.00 · 不稳Volatile N/A N/A
52 34 - 61
gemma-4-31b
Google · Apache 2.0
1348±0.0
677 票votes 1348.000 [1348.0, 1348.0] 27.00 · 不稳Volatile $0.14 / $0.40 262.1K
53 40 - 60
gpt-5.2-codex
OpenAI · Proprietary
1346±0.0
2.2K 票votes 1346.000 [1346.0, 1346.0] 20.00 · 不稳Volatile $1.75 / $14 400K
54 42 - 61
minimax-m2
MiniMax · Apache 2.0
1336±0.0
1.7K 票votes 1336.000 [1336.0, 1336.0] 19.00 · 不稳Volatile $0.26 / $1 204.8K
55 46 - 61
claude-haiku-4-5-20251001
Anthropic · Proprietary
1335±0.0
4.9K 票votes 1335.000 [1335.0, 1335.0] 15.00 · 不稳Volatile $1 / $5 200K
56 40 - 61
gemma-4-26b-a4b
Google · Apache 2.0
1334±0.0
408 票votes 1334.000 [1334.0, 1334.0] 21.00 · 不稳Volatile N/A N/A
57 46 - 61
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±0.0
3.6K 票votes 1332.000 [1332.0, 1332.0] 15.00 · 不稳Volatile $1.15 / $8 262.1K
58 46 - 61
mimo-v2-flash (non-thinking)
小米 · MIT
1330±0.0
1.7K 票votes 1330.000 [1330.0, 1330.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
59 49 - 61
deepseek-v3.2
DeepSeek · MIT
1323±0.0
2.6K 票votes 1323.000 [1323.0, 1323.0] 12.00 · 不稳Volatile $0.25 / $0.38 131.1K
60 49 - 68
KAT-Coder-Pro-V1
快手 · Proprietary
1304±0.0
394 票votes 1304.000 [1304.0, 1304.0] 19.00 · 不稳Volatile $0.21 / $0.83 256K
61 52 - 67
mimo-v2-flash (thinking)
小米 · MIT
1303±0.0
551 票votes 1303.000 [1303.0, 1303.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
62 60 - 68
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1282±0.0
3.6K 票votes 1282.000 [1282.0, 1282.0] 8.00 · 波动Unstable $0.40 / $1.60 262.1K
63 60 - 70
deepseek-v3.2-exp
DeepSeek · MIT
1276±0.0
956 票votes 1276.000 [1276.0, 1276.0] 10.00 · 波动Unstable $0.27 / $0.41 163.8K
64 60 - 72
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1254±0.0
518 票votes 1254.000 [1254.0, 1254.0] 12.00 · 不稳Volatile $0.14 / $1 262.1K
65 60 - 73
gpt-5.1-codex-mini
OpenAI · Proprietary
1252±0.0
295 票votes 1252.000 [1252.0, 1252.0] 13.00 · 不稳Volatile $0.25 / $2 400K
66 60 - 74
mistral-large-3
Mistral · Apache 2.0
1249±0.0
226 票votes 1249.000 [1249.0, 1249.0] 14.00 · 不稳Volatile $0.50 / $1.50 N/A
67 60 - 74
grok-4.1-thinking
xAI · Proprietary
1244±0.0
240 票votes 1244.000 [1244.0, 1244.0] 14.00 · 不稳Volatile N/A N/A
68 61 - 74
trinity-large-thinking
Arcee AI · Apache 2.0
1241±0.0
391 票votes 1241.000 [1241.0, 1241.0] 13.00 · 不稳Volatile $0.22 / $0.85 262.1K
69 63 - 74
qwen3.5-flash
阿里巴巴 · Proprietary
1236±0.0
506 票votes 1236.000 [1236.0, 1236.0] 11.00 · 波动Unstable N/A N/A
70 63 - 74
devstral-2
Mistral · Modified MIT
1233±0.0
445 票votes 1233.000 [1233.0, 1233.0] 11.00 · 波动Unstable N/A N/A
71 64 - 74
grok-4-1-fast-reasoning
xAI · Proprietary
1229±0.0
1.8K 票votes 1229.000 [1229.0, 1229.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
72 64 - 74
gemini-3.1-flash-lite-preview
Google · Proprietary
1226±0.0
2.4K 票votes 1226.000 [1226.0, 1226.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
73 65 - 77
grok-4-fast-reasoning
xAI · Proprietary
1175±0.0
219 票votes 1175.000 [1175.0, 1175.0] 12.00 · 不稳Volatile $0.20 / $0.50 2M
74 66 - 77
granite-4.1-8b
IBM · Apache 2.0
1173±0.0
315 票votes 1173.000 [1173.0, 1173.0] 11.00 · 波动Unstable $0.05 / $0.10 131.1K
75 73 - 77
gemini-2.5-pro
Google · Proprietary
1153±0.0
623 票votes 1153.000 [1153.0, 1153.0] 4.00 · 稳定Stable $1.25 / $10 1M
76 73 - 78
mercury-2
Inception AI · Proprietary
1135±0.0
265 票votes 1135.000 [1135.0, 1135.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
77 73 - 78
grok-code-fast-1
xAI · Proprietary
1131±0.0
185 票votes 1131.000 [1131.0, 1131.0] 5.00 · 波动Unstable $0.20 / $1.50 N/A
78 76 - 78
devstral-medium-2507
Mistral · Proprietary
1062±0.0
149 票votes 1062.000 [1062.0, 1062.0] 2.00 · 稳定Stable $0.40 / $2 128K
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