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-4-6
Anthropic · Proprietary
1557±25.1
685 票votes 1557.366 [1532.3, 1582.4] 163.38 · 不稳Volatile $5 / $25 1M
🥈 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1543±26.3
618 票votes 1543.138 [1516.9, 1569.4] 179.40 · 不稳Volatile $5 / $25 1M
🥉 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1509±20.4
927 票votes 1508.679 [1488.2, 1529.1] 108.85 · 不稳Volatile $3 / $15 1M
4 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1508±25.4
602 票votes 1508.474 [1483.0, 1533.9] 168.46 · 不稳Volatile $2 / $12 1M
5 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1504±9.8
8.0K 票votes 1503.569 [1493.7, 1513.4] 25.18 · 不稳Volatile $5 / $25 200K
6 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1467±9.3
8.2K 票votes 1467.066 [1457.7, 1476.4] 22.62 · 不稳Volatile $5 / $25 200K
7 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1464±43.2
189 票votes 1463.980 [1420.8, 1507.1] 485.03 · 不稳Volatile $2.50 / $15 1.1M
8 1 - 18
gemini-3-pro
Google · Proprietary
1462±9.0
13.8K 票votes 1462.227 [1453.2, 1471.2] 21.03 · 不稳Volatile $2 / $12 1M
9 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±48.1
162 票votes 1457.464 [1409.3, 1505.6] 603.17 · 不稳Volatile $2.50 / $15 1.1M
10 1 - 47
glm-5
智谱 ZAI · MIT
1453±26.4
543 票votes 1453.001 [1426.6, 1479.4] 181.05 · 不稳Volatile $1 / $3.20 202.8K
11 20 - 71
glm-4.7
智谱 ZAI · MIT
1449±10.6
4.7K 票votes 1449.004 [1438.4, 1459.6] 29.28 · 不稳Volatile $0.40 / $1.75 202.8K
12 1 - 28
gemini-3-flash
Google · Proprietary
1440±9.4
9.2K 票votes 1439.808 [1430.4, 1449.2] 22.89 · 不稳Volatile $0.50 / $3 1M
13 21 - 134
minimax-m2.7
MiniMax · Proprietary
1435±33.5
302 票votes 1435.179 [1401.7, 1468.7] 292.33 · 不稳Volatile $0.30 / $1.20 196.6K
14 5 - 52
mimo-v2-pro
小米 · Proprietary
1430±35.3
271 票votes 1430.431 [1395.1, 1465.7] 324.65 · 不稳Volatile $1 / $3 1M
15 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1424±31.8
363 票votes 1423.732 [1391.9, 1455.5] 263.40 · 不稳Volatile $1.75 / $14 400K
16 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1419±18.3
1.1K 票votes 1418.557 [1400.2, 1436.9] 87.28 · 不稳Volatile $0.60 / $3 N/A
17 34 - 132
minimax-m2.5
MiniMax · MIT
1418±20.7
836 票votes 1417.758 [1397.1, 1438.4] 111.37 · 不稳Volatile $0.15 / $1.15 196.6K
18 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±24.5
586 票votes 1415.197 [1390.7, 1439.7] 156.62 · 不稳Volatile $0.44 / $2 262.1K
19 4 - 76
gpt-5.2
OpenAI · Proprietary
1412±16.8
1.5K 票votes 1411.650 [1394.9, 1428.4] 73.41 · 不稳Volatile $1.75 / $14 400K
20 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1406±10.0
5.9K 票votes 1405.579 [1395.5, 1415.6] 26.24 · 不稳Volatile $0.50 / $3 1M
21 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1404±10.2
6.8K 票votes 1404.151 [1394.0, 1414.3] 26.83 · 不稳Volatile $0.29 / $0.95 196.6K
22 27 - 46
gpt-5-medium
OpenAI · Proprietary
1401±13.0
3.8K 票votes 1400.636 [1387.7, 1413.6] 43.74 · 不稳Volatile $1.25 / $10 400K
23 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1398±9.8
6.1K 票votes 1397.853 [1388.1, 1407.6] 24.77 · 不稳Volatile $1.25 / $10 400K
24 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±8.3
11.3K 票votes 1396.154 [1387.8, 1404.5] 18.03 · 不稳Volatile $3 / $15 200K
25 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1394±23.3
646 票votes 1394.081 [1370.8, 1417.4] 141.06 · 不稳Volatile $0.39 / $2.34 262.1K
26 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1392±9.2
8.6K 票votes 1391.954 [1382.8, 1401.1] 21.90 · 不稳Volatile $15 / $75 200K
27 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1387±35.8
289 票votes 1387.079 [1351.3, 1422.9] 333.69 · 不稳Volatile $2 / $6 2M
28 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±8.2
12.9K 票votes 1386.000 [1377.8, 1394.2] 17.32 · 不稳Volatile $3 / $15 200K
29 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1375±11.1
4.0K 票votes 1374.719 [1363.6, 1385.8] 32.22 · 不稳Volatile $0.25 / $0.38 131.1K
30 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1368±29.6
415 票votes 1368.423 [1338.9, 1398.0] 227.50 · 不稳Volatile $0.20 / $1.56 262.1K
31 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1364±28.1
432 票votes 1363.826 [1335.8, 1391.9] 204.98 · 不稳Volatile $0.26 / $2.08 262.1K
32 9 - 98
glm-4.6
智谱 ZAI · MIT
1362±9.1
8.3K 票votes 1362.025 [1352.9, 1371.2] 21.74 · 不稳Volatile $0.39 / $1.90 204.8K
33 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1361±10.9
4.1K 票votes 1361.463 [1350.5, 1372.4] 31.20 · 不稳Volatile $0.10 / $0.30 262.1K
34 4 - 68
gpt-5.1
OpenAI · Proprietary
1359±8.7
10.0K 票votes 1359.395 [1350.7, 1368.1] 19.86 · 不稳Volatile $1.25 / $10 400K
35 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1349±18.1
1.2K 票votes 1348.665 [1330.6, 1366.7] 85.01 · 不稳Volatile $0.10 / $0.30 262.1K
36 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1342±12.0
3.2K 票votes 1342.276 [1330.2, 1354.3] 37.80 · 不稳Volatile $1.75 / $14 400K
37 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1336±9.8
6.2K 票votes 1335.977 [1326.1, 1345.8] 25.23 · 不稳Volatile $1.25 / $10 400K
38 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1335±8.5
9.9K 票votes 1335.142 [1326.7, 1343.6] 18.61 · 不稳Volatile $1.15 / $8 262.1K
39 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1313±37.3
251 票votes 1312.891 [1275.6, 1350.2] 361.41 · 不稳Volatile $0.14 / $1 262.1K
40 95 - 187
minimax-m2
MiniMax · Apache 2.0
1311±9.2
8.4K 票votes 1311.364 [1302.1, 1320.6] 22.16 · 不稳Volatile $0.26 / $1 196.6K
41 40 - 87
deepseek-v3.2
DeepSeek · MIT
1307±10.2
5.1K 票votes 1306.918 [1296.7, 1317.1] 27.09 · 不稳Volatile $0.25 / $0.38 131.1K
42 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1307±42.8
197 票votes 1306.500 [1263.7, 1349.3] 477.94 · 不稳Volatile N/A N/A
43 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1305±8.3
11.1K 票votes 1304.712 [1296.4, 1313.1] 18.13 · 不稳Volatile $1 / $5 200K
44 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1294±11.0
4.9K 票votes 1293.636 [1282.6, 1304.7] 31.69 · 不稳Volatile $0.27 / $0.41 163.8K
45 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1291±8.2
10.8K 票votes 1291.046 [1282.8, 1299.3] 17.67 · 不稳Volatile $0.40 / $1.60 262.1K
46 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1274±26.2
580 票votes 1274.205 [1248.0, 1300.4] 179.24 · 不稳Volatile $0.25 / $1.50 1M
47 63 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1265±15.7
1.9K 票votes 1265.369 [1249.7, 1281.0] 63.91 · 不稳Volatile $0.21 / $0.83 256K
48 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1246±17.6
1.4K 票votes 1246.151 [1228.5, 1263.8] 80.69 · 不稳Volatile $0.25 / $2 400K
49 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1243±10.9
5.5K 票votes 1243.239 [1232.3, 1254.1] 30.95 · 不稳Volatile $0.20 / $0.50 2M
50 13 - 112
mistral-large-3
Mistral · Apache 2.0
1228±20.1
1.0K 票votes 1227.553 [1207.5, 1247.6] 104.87 · 不稳Volatile $0.50 / $1.50 N/A
51 1 - 37
grok-4.1-thinking
xAI · Proprietary
1215±19.8
1.2K 票votes 1215.019 [1195.3, 1234.8] 101.72 · 不稳Volatile N/A N/A
52 59 - 61
devstral-2
Mistral · Modified MIT
1214±18.2
1.3K 票votes 1214.390 [1196.1, 1232.6] 86.66 · 不稳Volatile N/A N/A
53 3 - 32
gemini-2.5-pro
Google · Proprietary
1210±13.3
3.3K 票votes 1209.880 [1196.6, 1223.2] 46.07 · 不稳Volatile $1.25 / $10 1M
54 154 - 197
mercury-2
Inception AI · Proprietary
1209±54.5
149 票votes 1208.801 [1154.3, 1263.3] 773.03 · 不稳Volatile $0.25 / $0.75 128K
55 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1155±23.2
933 票votes 1155.165 [1131.9, 1178.4] 140.51 · 不稳Volatile $0.20 / $0.50 2M
56 73 - 75
grok-code-fast-1
xAI · Proprietary
1145±22.1
983 票votes 1145.375 [1123.2, 1167.5] 127.65 · 不稳Volatile $0.20 / $1.50 256K
57 76 - 76
devstral-medium-2507
Mistral · Proprietary
1097±22.8
993 票votes 1096.786 [1074.0, 1119.6] 135.01 · 不稳Volatile $0.40 / $2 128K
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