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 - 4
claude-fable-5
Anthropic · Proprietary
1574±0.0
523 votes 1574.000 [1574.0, 1574.0] 3.00 · 稳定Stable
🥈 1 - 11
glm-5.2 (max)
智谱 ZAI · MIT
1556±0.0
473 votes 1556.000 [1556.0, 1556.0] 10.00 · 波动Unstable
🥉 1 - 12
claude-opus-4-7-thinking
Anthropic · Proprietary
1536±0.0
2.3K votes 1536.000 [1536.0, 1536.0] 11.00 · 波动Unstable $5 / $25 1M
4 2 - 12
claude-opus-4-7
Anthropic · Proprietary
1530±0.0
2.0K votes 1530.000 [1530.0, 1530.0] 10.00 · 波动Unstable $5 / $25 1M
5 1 - 14
claude-opus-4-8-thinking
Anthropic · Proprietary
1528±0.0
769 votes 1528.000 [1528.0, 1528.0] 13.00 · 不稳Volatile
6 2 - 12
claude-sonnet-4-6
Anthropic · Proprietary
1524±0.0
3.9K votes 1524.000 [1524.0, 1524.0] 10.00 · 波动Unstable $3 / $15 1M
7 2 - 12
claude-opus-4-6
Anthropic · Proprietary
1523±0.0
3.1K votes 1523.000 [1523.0, 1523.0] 10.00 · 波动Unstable $5 / $25 1M
8 2 - 17
glm-5.1
智谱 ZAI · MIT
1521±0.0
1.1K votes 1521.000 [1521.0, 1521.0] 15.00 · 不稳Volatile $1.40 / $4.40 202.8K
9 2 - 17
claude-opus-4-8
Anthropic · Proprietary
1518±0.0
847 votes 1518.000 [1518.0, 1518.0] 15.00 · 不稳Volatile
10 2 - 14
claude-opus-4-6-thinking
Anthropic · Proprietary
1515±0.0
2.9K votes 1515.000 [1515.0, 1515.0] 12.00 · 不稳Volatile $5 / $25 1M
11 2 - 17
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1514±0.0
1.0K votes 1514.000 [1514.0, 1514.0] 15.00 · 不稳Volatile
12 3 - 18
minimax-m3
MiniMax · Proprietary
1503±0.0
884 votes 1503.000 [1503.0, 1503.0] 15.00 · 不稳Volatile
13 7 - 18
kimi-k2.6
月之暗面 · Modified MIT
1495±0.0
1.7K votes 1495.000 [1495.0, 1495.0] 11.00 · 波动Unstable $0.95 / $4 262.1K
14 9 - 18
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1491±0.0
3.4K votes 1491.000 [1491.0, 1491.0] 9.00 · 波动Unstable $5 / $25 200K
15 7 - 24
gemini-3.5-flash
Google · Proprietary
1484±0.0
658 votes 1484.000 [1484.0, 1484.0] 17.00 · 不稳Volatile
16 9 - 26
qwen3.6-max-preview
阿里巴巴 · Proprietary
1480±0.0
711 votes 1480.000 [1480.0, 1480.0] 17.00 · 不稳Volatile $1.04 / $6.24 262.1K
17 9 - 30
muse-spark
Meta · Proprietary
1470±0.0
384 votes 1470.000 [1470.0, 1470.0] 21.00 · 不稳Volatile N/A N/A
18 15 - 27
deepseek-v4-pro-thinking
DeepSeek · MIT
1461±0.0
1.7K votes 1461.000 [1461.0, 1461.0] 12.00 · 不稳Volatile $0.43 / $0.87 1M
19 15 - 27
mimo-v2.5-pro
小米 · MIT
1459±0.0
2.0K votes 1459.000 [1459.0, 1459.0] 12.00 · 不稳Volatile $1 / $3 1M
20 12 - 34
kimi-k2.7-code
月之暗面 · Modified MIT
1456±0.0
473 votes 1456.000 [1456.0, 1456.0] 22.00 · 不稳Volatile
21 15 - 31
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1450±0.0
1.9K votes 1450.000 [1450.0, 1450.0] 16.00 · 不稳Volatile
22 15 - 31
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1449±0.0
1.9K votes 1449.000 [1449.0, 1449.0] 16.00 · 不稳Volatile N/A N/A
23 16 - 30
claude-opus-4-5-20251101
Anthropic · Proprietary
1448±0.0
4.0K votes 1448.000 [1448.0, 1448.0] 14.00 · 不稳Volatile $5 / $25 200K
24 16 - 31
qwen3.6-plus
阿里巴巴 · Proprietary
1446±0.0
2.5K votes 1446.000 [1446.0, 1446.0] 15.00 · 不稳Volatile $0.33 / $1.95 1M
25 15 - 36
glm-4.7
智谱 ZAI · MIT
1441±0.0
1.1K votes 1441.000 [1441.0, 1441.0] 21.00 · 不稳Volatile $0.40 / $1.75 202.8K
26 17 - 37
mimo-v2.5
小米 · MIT
1431±0.0
1.7K votes 1431.000 [1431.0, 1431.0] 20.00 · 不稳Volatile $0.40 / $2 1M
27 19 - 37
glm-5
智谱 ZAI · MIT
1429±0.0
1.6K votes 1429.000 [1429.0, 1429.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
28 19 - 37
mimo-v2-pro
小米 · Proprietary
1426±0.0
2.0K votes 1426.000 [1426.0, 1426.0] 18.00 · 不稳Volatile $1 / $3 1M
29 24 - 38
gemini-3-pro
Google · Proprietary
1420±0.0
4.0K votes 1420.000 [1420.0, 1420.0] 14.00 · 不稳Volatile $2 / $12 1M
30 24 - 43
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1417±0.0
1.9K votes 1417.000 [1417.0, 1417.0] 19.00 · 不稳Volatile N/A N/A
31 25 - 41
kimi-k2.5-thinking
月之暗面 · Modified MIT
1416±0.0
3.2K votes 1416.000 [1416.0, 1416.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
32 19 - 49
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1415±0.0
415 votes 1415.000 [1415.0, 1415.0] 30.00 · 不稳Volatile $2.50 / $15 1.1M
33 25 - 43
gemini-3-flash
Google · Proprietary
1413±0.0
3.3K votes 1413.000 [1413.0, 1413.0] 18.00 · 不稳Volatile $0.50 / $3 1M
34 15 - 62
gpt-5.4
OpenAI · Proprietary
1412±0.0
158 votes 1412.000 [1412.0, 1412.0] 47.00 · 不稳Volatile $2.50 / $15 1.1M
35 26 - 45
gemini-3.1-pro-preview
Google · Proprietary
1408±0.0
3.7K votes 1408.000 [1408.0, 1408.0] 19.00 · 不稳Volatile $2 / $12 1M
36 21 - 56
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1405±0.0
413 votes 1405.000 [1405.0, 1405.0] 35.00 · 不稳Volatile $2.50 / $15 1.1M
37 24 - 58
gpt-5.2
OpenAI · Proprietary
1400±0.0
381 votes 1400.000 [1400.0, 1400.0] 34.00 · 不稳Volatile $1.75 / $14 400K
38 30 - 51
minimax-m2.7
MiniMax · Modified MIT
1395±0.0
2.1K votes 1395.000 [1395.0, 1395.0] 21.00 · 不稳Volatile $0.30 / $1.20 196.6K
39 30 - 51
minimax-m2.1-preview
MiniMax · MIT
1395±0.0
2.2K votes 1395.000 [1395.0, 1395.0] 21.00 · 不稳Volatile $0.29 / $0.95 196.6K
40 29 - 56
gpt-5.1-medium
OpenAI · Proprietary
1392±0.0
1.3K votes 1392.000 [1392.0, 1392.0] 27.00 · 不稳Volatile $1.25 / $10 400K
41 31 - 52
gpt-5.4-mini-high
OpenAI · Proprietary
1392±0.0
2.2K votes 1392.000 [1392.0, 1392.0] 21.00 · 不稳Volatile $0.75 / $4.50 400K
42 31 - 51
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1391±0.0
3.7K votes 1391.000 [1391.0, 1391.0] 20.00 · 不稳Volatile $3 / $15 200K
43 30 - 60
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1387±0.0
885 votes 1387.000 [1387.0, 1387.0] 30.00 · 不稳Volatile $1.75 / $14 400K
44 33 - 54
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1387±0.0
3.4K votes 1387.000 [1387.0, 1387.0] 21.00 · 不稳Volatile $0.39 / $2.34 262.1K
45 34 - 56
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.4K votes 1386.000 [1386.0, 1386.0] 22.00 · 不稳Volatile $3 / $15 200K
46 33 - 58
deepseek-v3.2-thinking
DeepSeek · MIT
1385±0.0
1.8K votes 1385.000 [1385.0, 1385.0] 25.00 · 不稳Volatile $0.25 / $0.38 131.1K
47 34 - 58
minimax-m2.5
MiniMax · Modified MIT
1383±0.0
2.2K votes 1383.000 [1383.0, 1383.0] 24.00 · 不稳Volatile $0.15 / $1.15 196.6K
48 35 - 64
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1371±0.0
2.7K votes 1371.000 [1371.0, 1371.0] 29.00 · 不稳Volatile $2 / $6 2M
49 34 - 65
kimi-k2.5-instant
月之暗面 · Modified MIT
1370±0.0
946 votes 1370.000 [1370.0, 1370.0] 31.00 · 不稳Volatile $0.44 / $2 262.1K
50 40 - 64
gemini-3-flash (thinking-minimal)
Google · Proprietary
1367±0.0
5.1K votes 1367.000 [1367.0, 1367.0] 24.00 · 不稳Volatile $0.50 / $3 1M
51 38 - 65
claude-opus-4-1-20250805
Anthropic · Proprietary
1364±0.0
1.8K votes 1364.000 [1364.0, 1364.0] 27.00 · 不稳Volatile $15 / $75 200K
52 39 - 65
qwen3.5-27b
阿里巴巴 · Apache 2.0
1364±0.0
2.2K votes 1364.000 [1364.0, 1364.0] 26.00 · 不稳Volatile $0.20 / $1.56 262.1K
53 43 - 65
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1360±0.0
2.4K votes 1360.000 [1360.0, 1360.0] 22.00 · 不稳Volatile $0.26 / $2.08 262.1K
54 34 - 71
laguna-m.1
Poolside · Proprietary
1359±0.0
465 votes 1359.000 [1359.0, 1359.0] 37.00 · 不稳Volatile
55 35 - 70
gpt-5-medium
OpenAI · Proprietary
1358±0.0
682 votes 1358.000 [1358.0, 1358.0] 35.00 · 不稳Volatile $1.25 / $10 400K
56 39 - 68
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1358±0.0
1.0K votes 1358.000 [1358.0, 1358.0] 29.00 · 不稳Volatile $1.75 / $14 400K
57 43 - 68
glm-4.6
智谱 ZAI · MIT
1356±0.0
1.7K votes 1356.000 [1356.0, 1356.0] 25.00 · 不稳Volatile $0.39 / $1.90 204.8K
58 47 - 68
gpt-5.1
OpenAI · Proprietary
1351±0.0
3.0K votes 1351.000 [1351.0, 1351.0] 21.00 · 不稳Volatile $1.25 / $10 400K
59 46 - 69
grok-4.3
xAI · Proprietary
1351±0.0
1.7K votes 1351.000 [1351.0, 1351.0] 23.00 · 不稳Volatile $1.25 / $2.50 1M
60 46 - 70
gpt-5.1-codex
OpenAI · Proprietary
1350±0.0
1.3K votes 1350.000 [1350.0, 1350.0] 24.00 · 不稳Volatile $1.25 / $10 400K
61 48 - 70
gpt-5.2-codex
OpenAI · Proprietary
1346±0.0
2.2K votes 1346.000 [1346.0, 1346.0] 22.00 · 不稳Volatile $1.75 / $14 400K
62 40 - 72
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1345±0.0
400 votes 1345.000 [1345.0, 1345.0] 32.00 · 不稳Volatile $0.29 / $1.17 262.1K
63 48 - 72
gemma-4-31b
Google · Apache 2.0
1343±0.0
1.1K votes 1343.000 [1343.0, 1343.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
64 54 - 71
claude-haiku-4-5-20251001
Anthropic · Proprietary
1337±0.0
5.6K votes 1337.000 [1337.0, 1337.0] 17.00 · 不稳Volatile $1 / $5 200K
65 50 - 72
minimax-m2
MiniMax · Apache 2.0
1337±0.0
1.7K votes 1337.000 [1337.0, 1337.0] 22.00 · 不稳Volatile $0.26 / $1 196.6K
66 47 - 72
gemma-4-26b-a4b
Google · Apache 2.0
1333±0.0
407 votes 1333.000 [1333.0, 1333.0] 25.00 · 不稳Volatile N/A N/A
67 54 - 72
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±0.0
3.6K votes 1332.000 [1332.0, 1332.0] 18.00 · 不稳Volatile $1.15 / $8 262.1K
68 54 - 72
mimo-v2-flash (non-thinking)
小米 · MIT
1330±0.0
1.7K votes 1330.000 [1330.0, 1330.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
69 58 - 72
deepseek-v3.2
DeepSeek · MIT
1323±0.0
2.6K votes 1323.000 [1323.0, 1323.0] 14.00 · 不稳Volatile $0.25 / $0.38 131.1K
70 57 - 80
KAT-Coder-Pro-V1
快手 · Proprietary
1305±0.0
394 votes 1305.000 [1305.0, 1305.0] 23.00 · 不稳Volatile $0.21 / $0.83 256K
71 61 - 79
mimo-v2-flash (thinking)
小米 · MIT
1303±0.0
551 votes 1303.000 [1303.0, 1303.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
72 63 - 80
laguna-xs.2
Poolside · Apache 2.0
1296±0.0
546 votes 1296.000 [1296.0, 1296.0] 17.00 · 不稳Volatile
73 70 - 80
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1282±0.0
3.6K votes 1282.000 [1282.0, 1282.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
74 70 - 82
deepseek-v3.2-exp
DeepSeek · MIT
1276±0.0
957 votes 1276.000 [1276.0, 1276.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
75 70 - 82
mistral-medium-3.5
Mistral · Modified MIT
1273±0.0
608 votes 1273.000 [1273.0, 1273.0] 12.00 · 不稳Volatile
76 70 - 84
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1255±0.0
518 votes 1255.000 [1255.0, 1255.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
77 70 - 85
gpt-5.1-codex-mini
OpenAI · Proprietary
1253±0.0
295 votes 1253.000 [1253.0, 1253.0] 15.00 · 不稳Volatile $0.25 / $2 400K
78 70 - 86
mistral-large-3
Mistral · Apache 2.0
1249±0.0
226 votes 1249.000 [1249.0, 1249.0] 16.00 · 不稳Volatile $0.50 / $1.50 N/A
79 70 - 86
grok-4.1-thinking
xAI · Proprietary
1244±0.0
240 votes 1244.000 [1244.0, 1244.0] 16.00 · 不稳Volatile N/A N/A
80 71 - 86
trinity-large-thinking
Arcee AI · Apache 2.0
1240±0.0
391 votes 1240.000 [1240.0, 1240.0] 15.00 · 不稳Volatile $0.22 / $0.85 262.1K
81 74 - 86
qwen3.5-flash
阿里巴巴 · Proprietary
1237±0.0
506 votes 1237.000 [1237.0, 1237.0] 12.00 · 不稳Volatile N/A N/A
82 74 - 86
devstral-2
Mistral · Modified MIT
1234±0.0
445 votes 1234.000 [1234.0, 1234.0] 12.00 · 不稳Volatile N/A N/A
83 76 - 85
gemini-3.1-flash-lite-preview
Google · Proprietary
1232±0.0
3.3K votes 1232.000 [1232.0, 1232.0] 9.00 · 波动Unstable $0.25 / $1.50 1M
84 76 - 85
grok-4-1-fast-reasoning
xAI · Proprietary
1230±0.0
1.8K votes 1230.000 [1230.0, 1230.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
85 80 - 89
granite-4.1-8b
IBM · Apache 2.0
1180±0.0
467 votes 1180.000 [1180.0, 1180.0] 9.00 · 波动Unstable
86 77 - 89
grok-4-fast-reasoning
xAI · Proprietary
1176±0.0
220 votes 1176.000 [1176.0, 1176.0] 12.00 · 不稳Volatile $0.20 / $0.50 2M
87 85 - 90
gemini-2.5-pro
Google · Proprietary
1154±0.0
623 votes 1154.000 [1154.0, 1154.0] 5.00 · 波动Unstable $1.25 / $10 1M
88 85 - 90
mercury-2
Inception AI · Proprietary
1136±0.0
265 votes 1136.000 [1136.0, 1136.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
89 85 - 90
grok-code-fast-1
xAI · Proprietary
1131±0.0
185 votes 1131.000 [1131.0, 1131.0] 5.00 · 波动Unstable $0.20 / $1.50 256K
90 87 - 90
devstral-medium-2507
Mistral · Proprietary
1063±0.0
149 votes 1063.000 [1063.0, 1063.0] 3.00 · 稳定Stable $0.40 / $2 128K
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