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
1551±23.9
737 票votes 1550.907 [1527.1, 1574.8] 148.12 · 不稳Volatile $5 / $25 1M
🥈 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1544±25.3
671 票votes 1543.627 [1518.4, 1568.9] 166.22 · 不稳Volatile $5 / $25 1M
🥉 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1515±19.7
1.0K 票votes 1515.265 [1495.6, 1535.0] 101.15 · 不稳Volatile $3 / $15 1M
4 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1504±9.9
8.0K 票votes 1503.502 [1493.6, 1513.4] 25.40 · 不稳Volatile $5 / $25 200K
5 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1503±24.0
684 票votes 1502.508 [1478.5, 1526.5] 149.86 · 不稳Volatile $2 / $12 1M
6 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1469±9.4
8.3K 票votes 1468.502 [1459.1, 1477.9] 22.79 · 不稳Volatile $5 / $25 200K
7 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1464±43.1
191 票votes 1464.295 [1421.2, 1507.4] 483.67 · 不稳Volatile $2.50 / $15 1.1M
8 1 - 18
gemini-3-pro
Google · Proprietary
1462±9.0
13.8K 票votes 1462.149 [1453.1, 1471.2] 21.27 · 不稳Volatile $2 / $12 1M
9 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±48.2
162 票votes 1457.446 [1409.3, 1505.6] 604.23 · 不稳Volatile $2.50 / $15 1.1M
10 1 - 47
glm-5
智谱 ZAI · MIT
1451±25.4
577 票votes 1450.549 [1425.1, 1476.0] 168.04 · 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 1448.981 [1438.3, 1459.6] 29.50 · 不稳Volatile $0.40 / $1.75 202.8K
12 4 - 40
gpt-5.4-mini-high
OpenAI · Proprietary
1445±49.5
146 票votes 1445.022 [1395.5, 1494.5] 637.95 · 不稳Volatile $0.75 / $4.50 400K
13 1 - 28
gemini-3-flash
Google · Proprietary
1440±9.4
9.2K 票votes 1439.554 [1430.1, 1449.0] 23.12 · 不稳Volatile $0.50 / $3 1M
14 5 - 52
mimo-v2-pro
小米 · Proprietary
1435±31.1
360 票votes 1435.297 [1404.2, 1466.4] 252.04 · 不稳Volatile $1 / $3 1M
15 —
qwen3.6-plus-preview
阿里巴巴 · Proprietary
1433±45.6
168 票votes 1432.846 [1387.2, 1478.4] 541.28 · 不稳Volatile — —
16 21 - 134
minimax-m2.7
MiniMax · Proprietary
1425±29.6
381 票votes 1424.940 [1395.3, 1454.5] 228.10 · 不稳Volatile $0.30 / $1.20 196.6K
17 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1423±31.8
363 票votes 1423.069 [1391.2, 1454.9] 263.83 · 不稳Volatile $1.75 / $14 400K
18 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1418±18.1
1.1K 票votes 1417.751 [1399.7, 1435.8] 85.09 · 不稳Volatile $0.60 / $3 N/A
19 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±24.5
587 票votes 1414.897 [1390.4, 1439.4] 156.42 · 不稳Volatile $0.44 / $2 262.1K
20 34 - 132
minimax-m2.5
MiniMax · Modified MIT
1413±19.8
916 票votes 1412.981 [1393.2, 1432.8] 101.89 · 不稳Volatile $0.15 / $1.15 196.6K
21 4 - 76
gpt-5.2
OpenAI · Proprietary
1412±16.8
1.5K 票votes 1411.930 [1395.1, 1428.8] 73.68 · 不稳Volatile $1.75 / $14 400K
22 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1405±10.0
6.0K 票votes 1404.637 [1394.7, 1414.6] 25.85 · 不稳Volatile $0.50 / $3 1M
23 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1404±10.2
6.8K 票votes 1403.878 [1393.7, 1414.1] 27.07 · 不稳Volatile $0.29 / $0.95 196.6K
24 27 - 46
gpt-5-medium
OpenAI · Proprietary
1401±13.0
3.8K 票votes 1400.950 [1387.9, 1414.0] 44.00 · 不稳Volatile $1.25 / $10 400K
25 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1398±9.8
6.1K 票votes 1397.967 [1388.2, 1407.8] 24.99 · 不稳Volatile $1.25 / $10 400K
26 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±8.4
11.3K 票votes 1396.162 [1387.8, 1404.5] 18.30 · 不稳Volatile $3 / $15 200K
27 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1394±21.8
732 票votes 1394.083 [1372.3, 1415.9] 123.85 · 不稳Volatile $0.39 / $2.34 262.1K
28 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1392±9.2
8.6K 票votes 1392.084 [1382.9, 1401.3] 22.14 · 不稳Volatile $15 / $75 200K
29 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±8.2
13.0K 票votes 1386.000 [1377.8, 1394.2] 17.43 · 不稳Volatile $3 / $15 200K
30 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1377±31.2
377 票votes 1376.720 [1345.5, 1408.0] 254.16 · 不稳Volatile $2 / $6 2M
31 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1373±11.0
4.0K 票votes 1372.817 [1361.8, 1383.8] 31.57 · 不稳Volatile $0.25 / $0.38 131.1K
32 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1369±27.5
481 票votes 1369.055 [1341.6, 1396.5] 196.38 · 不稳Volatile $0.20 / $1.56 262.1K
33 9 - 98
glm-4.6
智谱 ZAI · MIT
1362±9.2
8.3K 票votes 1362.159 [1353.0, 1371.3] 21.98 · 不稳Volatile $0.39 / $1.90 204.8K
34 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1361±11.0
4.1K 票votes 1361.053 [1350.1, 1372.0] 31.43 · 不稳Volatile $0.10 / $0.30 262.1K
35 4 - 68
gpt-5.1
OpenAI · Proprietary
1360±8.8
10.0K 票votes 1359.543 [1350.8, 1368.3] 20.09 · 不稳Volatile $1.25 / $10 400K
36 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1357±25.8
515 票votes 1357.422 [1331.6, 1383.3] 173.92 · 不稳Volatile $0.26 / $2.08 262.1K
37 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1349±18.1
1.2K 票votes 1348.612 [1330.5, 1366.7] 85.29 · 不稳Volatile $0.10 / $0.30 262.1K
38 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1342±12.1
3.2K 票votes 1342.231 [1330.1, 1354.3] 38.05 · 不稳Volatile $1.75 / $14 400K
39 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1336±9.9
6.2K 票votes 1336.092 [1326.2, 1346.0] 25.46 · 不稳Volatile $1.25 / $10 400K
40 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1335±8.5
10.0K 票votes 1335.232 [1326.7, 1343.7] 18.73 · 不稳Volatile $1.15 / $8 262.1K
41 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1312±37.3
251 票votes 1312.224 [1274.9, 1349.5] 362.46 · 不稳Volatile $0.14 / $1 262.1K
42 95 - 187
minimax-m2
MiniMax · Apache 2.0
1312±9.3
8.4K 票votes 1311.501 [1302.2, 1320.8] 22.40 · 不稳Volatile $0.26 / $1 196.6K
43 40 - 87
deepseek-v3.2
DeepSeek · MIT
1307±10.2
5.2K 票votes 1307.369 [1297.2, 1317.5] 26.86 · 不稳Volatile $0.25 / $0.38 131.1K
44 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1307±8.4
11.2K 票votes 1306.810 [1298.4, 1315.2] 18.49 · 不稳Volatile $1 / $5 200K
45 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1303±42.9
196 票votes 1303.141 [1260.2, 1346.0] 479.13 · 不稳Volatile N/A N/A
46 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1294±11.1
4.9K 票votes 1293.905 [1282.8, 1305.0] 31.95 · 不稳Volatile $0.27 / $0.41 163.8K
47 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1291±8.3
10.8K 票votes 1291.010 [1282.7, 1299.3] 17.90 · 不稳Volatile $0.40 / $1.60 262.1K
48 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1269±24.2
674 票votes 1269.019 [1244.8, 1293.3] 152.89 · 不稳Volatile $0.25 / $1.50 1M
49 63 - 69
KAT-Coder-Pro-V1
· Proprietary
1266±15.7
1.9K 票votes 1265.633 [1249.9, 1281.3] 64.18 · 不稳Volatile $0.21 / $0.83 256K
50 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1246±17.6
1.4K 票votes 1246.418 [1228.8, 1264.1] 80.98 · 不稳Volatile $0.25 / $2 400K
51 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1243±10.9
5.5K 票votes 1243.264 [1232.3, 1254.2] 31.20 · 不稳Volatile $0.20 / $0.50 2M
52 13 - 112
mistral-large-3
Mistral · Apache 2.0
1228±20.1
1.0K 票votes 1228.088 [1208.0, 1248.2] 105.07 · 不稳Volatile $0.50 / $1.50 N/A
53 1 - 37
grok-4.1-thinking
xAI · Proprietary
1215±19.8
1.2K 票votes 1215.298 [1195.5, 1235.1] 102.02 · 不稳Volatile N/A N/A
54 59 - 61
devstral-2
Mistral · Modified MIT
1214±18.3
1.3K 票votes 1214.317 [1196.0, 1232.6] 86.95 · 不稳Volatile N/A N/A
55 3 - 32
gemini-2.5-pro
Google · Proprietary
1210±13.3
3.3K 票votes 1210.164 [1196.8, 1223.5] 46.34 · 不稳Volatile $1.25 / $10 1M
56 154 - 197
mercury-2
Inception AI · Proprietary
1208±54.5
149 票votes 1207.669 [1153.2, 1262.2] 773.23 · 不稳Volatile $0.25 / $0.75 128K
57 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1155±23.3
933 票votes 1155.476 [1132.2, 1178.7] 140.82 · 不稳Volatile $0.20 / $0.50 2M
58 73 - 75
grok-code-fast-1
xAI · Proprietary
1146±22.2
983 票votes 1145.682 [1123.5, 1167.9] 127.95 · 不稳Volatile $0.20 / $1.50 256K
59 76 - 76
devstral-medium-2507
Mistral · Proprietary
1097±22.8
993 票votes 1097.112 [1074.3, 1119.9] 135.37 · 不稳Volatile $0.40 / $2 128K
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