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
1556±25.9
644 票votes 1555.811 [1529.9, 1581.8] 175.17 · 不稳Volatile $5 / $25 1M
🥈 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1547±27.1
584 票votes 1546.605 [1519.5, 1573.7] 191.75 · 不稳Volatile $5 / $25 1M
🥉 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1510±21.3
857 票votes 1509.721 [1488.4, 1531.0] 118.30 · 不稳Volatile $3 / $15 1M
4 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1507±26.4
554 票votes 1507.188 [1480.7, 1533.6] 182.00 · 不稳Volatile $2 / $12 1M
5 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1503±9.8
8.1K 票votes 1502.831 [1493.0, 1512.6] 24.94 · 不稳Volatile $5 / $25 200K
6 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1469±9.4
8.3K 票votes 1469.286 [1459.9, 1478.7] 22.89 · 不稳Volatile $5 / $25 200K
7 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1464±43.3
189 票votes 1464.481 [1421.2, 1507.8] 487.51 · 不稳Volatile $2.50 / $15 1.1M
8 1 - 18
gemini-3-pro
Google · Proprietary
1461±9.0
14.1K 票votes 1460.868 [1451.9, 1469.8] 20.86 · 不稳Volatile $2 / $12 1M
9 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1459±48.3
162 票votes 1458.968 [1410.7, 1507.3] 607.69 · 不稳Volatile $2.50 / $15 1.1M
10 21 - 134
minimax-m2.7
MiniMax · Proprietary
1451±34.8
287 票votes 1450.702 [1415.9, 1485.5] 315.93 · 不稳Volatile $0.30 / $1.20 196.6K
11 1 - 47
glm-5
智谱 ZAI · MIT
1451±26.1
559 票votes 1450.687 [1424.6, 1476.8] 177.63 · 不稳Volatile $1 / $3.20 202.8K
12 20 - 71
glm-4.7
智谱 ZAI · MIT
1449±10.6
4.8K 票votes 1449.165 [1438.6, 1459.7] 29.06 · 不稳Volatile $0.40 / $1.75 202.8K
13 5 - 52
mimo-v2-pro
小米 · Proprietary
1447±43.5
167 票votes 1447.436 [1404.0, 1490.9] 491.85 · 不稳Volatile $1 / $3 1M
14 1 - 28
gemini-3-flash
Google · Proprietary
1439±9.3
9.4K 票votes 1439.078 [1429.7, 1448.4] 22.74 · 不稳Volatile $0.50 / $3 1M
15 34 - 132
minimax-m2.5
MiniMax · MIT
1433±21.4
797 票votes 1432.660 [1411.3, 1454.0] 118.85 · 不稳Volatile $0.15 / $1.15 196.6K
16 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1425±31.8
363 票votes 1425.125 [1393.4, 1456.9] 262.68 · 不稳Volatile $1.75 / $14 400K
17 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1417±18.9
991 票votes 1416.977 [1398.0, 1435.9] 93.35 · 不稳Volatile $0.60 / $3 N/A
18 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1415±10.2
7.1K 票votes 1414.914 [1404.8, 1425.1] 26.87 · 不稳Volatile $0.29 / $0.95 196.6K
19 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1414±24.4
592 票votes 1413.522 [1389.1, 1438.0] 155.60 · 不稳Volatile $0.44 / $2 262.1K
20 4 - 76
gpt-5.2
OpenAI · Proprietary
1409±16.4
1.5K 票votes 1409.411 [1393.0, 1425.8] 69.68 · 不稳Volatile $1.75 / $14 400K
21 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1408±10.2
5.9K 票votes 1408.131 [1398.0, 1418.3] 26.84 · 不稳Volatile $0.50 / $3 1M
22 27 - 46
gpt-5-medium
OpenAI · Proprietary
1400±12.8
3.8K 票votes 1400.408 [1387.6, 1413.2] 42.87 · 不稳Volatile $1.25 / $10 400K
23 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±8.3
11.5K 票votes 1396.478 [1388.2, 1404.8] 17.97 · 不稳Volatile $3 / $15 200K
24 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1396±9.7
6.2K 票votes 1396.175 [1386.5, 1405.9] 24.62 · 不稳Volatile $1.25 / $10 400K
25 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1393±9.1
8.7K 票votes 1392.537 [1383.4, 1401.7] 21.73 · 不稳Volatile $15 / $75 200K
26 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1387±24.2
595 票votes 1386.884 [1362.7, 1411.1] 152.58 · 不稳Volatile $0.39 / $2.34 262.1K
27 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±8.2
13.1K 票votes 1386.000 [1377.8, 1394.2] 17.43 · 不稳Volatile $3 / $15 200K
28 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1383±39.7
232 票votes 1383.072 [1343.3, 1422.8] 411.17 · 不稳Volatile $2 / $6 2M
29 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1376±31.8
353 票votes 1376.050 [1344.2, 1407.9] 263.66 · 不稳Volatile $0.20 / $1.56 262.1K
30 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1374±11.2
4.0K 票votes 1374.496 [1363.3, 1385.7] 32.56 · 不稳Volatile $0.25 / $0.38 131.1K
31 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1370±29.5
392 票votes 1370.395 [1340.9, 1399.9] 226.49 · 不稳Volatile $0.26 / $2.08 262.1K
32 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1363±10.9
4.2K 票votes 1363.355 [1352.5, 1374.2] 30.89 · 不稳Volatile $0.10 / $0.30 262.1K
33 9 - 98
glm-4.6
智谱 ZAI · MIT
1363±9.1
8.5K 票votes 1363.065 [1354.0, 1372.2] 21.56 · 不稳Volatile $0.39 / $1.90 204.8K
34 4 - 68
gpt-5.1
OpenAI · Proprietary
1359±8.7
10.2K 票votes 1359.063 [1350.4, 1367.8] 19.72 · 不稳Volatile $1.25 / $10 400K
35 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1352±18.0
1.2K 票votes 1351.994 [1334.0, 1370.0] 84.43 · 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 1342.024 [1330.0, 1354.0] 37.54 · 不稳Volatile $1.75 / $14 400K
37 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±8.5
10.1K 票votes 1336.315 [1327.9, 1344.8] 18.64 · 不稳Volatile $1.15 / $8 262.1K
38 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1334±9.8
6.3K 票votes 1334.046 [1324.2, 1343.8] 25.02 · 不稳Volatile $1.25 / $10 400K
39 95 - 187
minimax-m2
MiniMax · Apache 2.0
1317±9.2
8.6K 票votes 1317.357 [1308.2, 1326.5] 21.89 · 不稳Volatile $0.26 / $1 196.6K
40 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1316±36.9
253 票votes 1315.514 [1278.6, 1352.4] 354.96 · 不稳Volatile $0.14 / $1 262.1K
41 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1308±42.8
197 票votes 1307.856 [1265.0, 1350.7] 477.96 · 不稳Volatile N/A N/A
42 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1305±8.3
11.2K 票votes 1305.190 [1296.8, 1313.5] 18.14 · 不稳Volatile $1 / $5 200K
43 40 - 87
deepseek-v3.2
DeepSeek · MIT
1305±10.2
5.1K 票votes 1304.732 [1294.5, 1315.0] 27.23 · 不稳Volatile $0.25 / $0.38 131.1K
44 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1294±10.9
5.0K 票votes 1293.849 [1282.9, 1304.8] 31.08 · 不稳Volatile $0.27 / $0.41 163.8K
45 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1293±8.2
11.0K 票votes 1292.534 [1284.3, 1300.7] 17.55 · 不稳Volatile $0.40 / $1.60 262.1K
46 63 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1267±15.5
1.9K 票votes 1267.208 [1251.7, 1282.7] 62.75 · 不稳Volatile $0.21 / $0.83 256K
47 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1249±17.3
1.5K 票votes 1248.641 [1231.3, 1266.0] 78.31 · 不稳Volatile $0.25 / $2 400K
48 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1245±10.9
5.5K 票votes 1244.606 [1233.7, 1255.5] 30.81 · 不稳Volatile $0.20 / $0.50 2M
49 13 - 112
mistral-large-3
Mistral · Apache 2.0
1228±20.1
1.0K 票votes 1227.932 [1207.9, 1248.0] 104.70 · 不稳Volatile $0.50 / $1.50 N/A
50 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1227±45.9
214 票votes 1226.549 [1180.6, 1272.4] 548.44 · 不稳Volatile $0.25 / $1.50 1M
51 59 - 61
devstral-2
Mistral · Modified MIT
1214±18.1
1.4K 票votes 1214.106 [1196.0, 1232.2] 85.63 · 不稳Volatile N/A N/A
52 1 - 37
grok-4.1-thinking
xAI · Proprietary
1214±19.5
1.2K 票votes 1213.924 [1194.4, 1233.5] 99.49 · 不稳Volatile N/A N/A
53 3 - 32
gemini-2.5-pro
Google · Proprietary
1213±13.2
3.4K 票votes 1213.004 [1199.8, 1226.2] 45.55 · 不稳Volatile $1.25 / $10 1M
54 154 - 197
mercury-2
Inception AI · Proprietary
1207±55.0
149 票votes 1206.598 [1151.6, 1261.6] 787.11 · 不稳Volatile $0.25 / $0.75 128K
55 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1157±23.2
936 票votes 1156.926 [1133.8, 1180.1] 139.53 · 不稳Volatile $0.20 / $0.50 2M
56 73 - 75
grok-code-fast-1
xAI · Proprietary
1146±22.1
989 票votes 1145.553 [1123.4, 1167.7] 127.66 · 不稳Volatile $0.20 / $1.50 256K
57 76 - 76
devstral-medium-2507
Mistral · Proprietary
1102±22.5
1.0K 票votes 1101.575 [1079.0, 1124.1] 132.23 · 不稳Volatile $0.40 / $2 128K
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