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 - 10
claude-opus-4-7
Anthropic · Proprietary
1576±44.1
215 票votes 1576.217 [1532.1, 1620.3] 506.09 · 不稳Volatile $5 / $25 1M
🥈 1 - 7
claude-opus-4-6
Anthropic · Proprietary
1551±21.8
873 票votes 1551.403 [1529.6, 1573.2] 124.12 · 不稳Volatile $5 / $25 1M
🥉 1 - 4
claude-opus-4-7-thinking
Anthropic · Proprietary
1547±51.7
159 票votes 1547.083 [1495.4, 1598.8] 696.61 · 不稳Volatile $5 / $25 1M
4 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1545±23.3
777 票votes 1544.531 [1521.3, 1567.8] 141.06 · 不稳Volatile $5 / $25 1M
5 5 - 23
glm-5.1
智谱 ZAI · MIT
1536±34.5
343 票votes 1535.877 [1501.4, 1570.4] 309.90 · 不稳Volatile $1.40 / $4.40 202.8K
6 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1522±19.1
1.1K 票votes 1522.139 [1503.1, 1541.2] 94.72 · 不稳Volatile $3 / $15 1M
7 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1504±10.2
8.0K 票votes 1503.542 [1493.4, 1513.7] 26.87 · 不稳Volatile $5 / $25 200K
8 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1499±21.5
814 票votes 1498.995 [1477.5, 1520.5] 120.71 · 不稳Volatile $2 / $12 1M
9 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1474±47.6
165 票votes 1473.719 [1426.2, 1521.3] 588.87 · 不稳Volatile $2.50 / $15 1.1M
10 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1473±9.5
8.4K 票votes 1473.335 [1463.8, 1482.9] 23.70 · 不稳Volatile $5 / $25 200K
11 3 - 57
qwen3.6-plus
阿里巴巴 · Proprietary
1473±32.3
360 票votes 1473.281 [1441.0, 1505.5] 270.92 · 不稳Volatile $0.33 / $1.95 1M
12 1 - 18
gemini-3-pro
Google · Proprietary
1462±9.3
13.8K 票votes 1462.101 [1452.8, 1471.4] 22.69 · 不稳Volatile $2 / $12 1M
13 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±48.6
160 票votes 1457.806 [1409.2, 1506.4] 614.68 · 不稳Volatile $2.50 / $15 1.1M
14 20 - 71
glm-4.7
智谱 ZAI · MIT
1449±10.9
4.8K 票votes 1449.189 [1438.3, 1460.1] 30.88 · 不稳Volatile $0.40 / $1.75 202.8K
15 1 - 47
glm-5
智谱 ZAI · MIT
1447±23.7
671 票votes 1447.053 [1423.3, 1470.8] 146.40 · 不稳Volatile $1 / $3.20 202.8K
16 1 - 28
gemini-3-flash
Google · Proprietary
1440±9.7
9.3K 票votes 1439.819 [1430.1, 1449.5] 24.44 · 不稳Volatile $0.50 / $3 1M
17 21 - 134
minimax-m2.7
MiniMax · Modified MIT
1427±28.2
448 票votes 1427.474 [1399.3, 1455.7] 206.67 · 不稳Volatile $0.30 / $1.20 196.6K
18 5 - 52
mimo-v2-pro
小米 · Proprietary
1423±28.2
440 票votes 1422.941 [1394.7, 1451.1] 206.90 · 不稳Volatile $1 / $3 1M
19 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1422±31.8
363 票votes 1421.628 [1389.8, 1453.5] 263.67 · 不稳Volatile $1.75 / $14 400K
20 4 - 40
gpt-5.4-mini-high
OpenAI · Proprietary
1417±39.5
254 票votes 1416.850 [1377.3, 1456.4] 406.63 · 不稳Volatile $0.75 / $4.50 400K
21 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1417±17.2
1.2K 票votes 1416.689 [1399.5, 1433.9] 77.08 · 不稳Volatile $0.60 / $3 N/A
22 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±24.6
589 票votes 1414.674 [1390.0, 1439.3] 157.87 · 不稳Volatile $0.44 / $2 262.1K
23 4 - 76
gpt-5.2
OpenAI · Proprietary
1412±17.0
1.5K 票votes 1412.122 [1395.1, 1429.1] 75.23 · 不稳Volatile $1.75 / $14 400K
24 34 - 132
minimax-m2.5
MiniMax · Modified MIT
1406±18.8
1.0K 票votes 1406.014 [1387.2, 1424.9] 92.50 · 不稳Volatile $0.15 / $1.15 196.6K
25 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1404±10.5
6.8K 票votes 1404.013 [1393.6, 1414.5] 28.47 · 不稳Volatile $0.29 / $0.95 196.6K
26 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1402±10.0
6.1K 票votes 1401.967 [1391.9, 1412.0] 26.23 · 不稳Volatile $0.50 / $3 1M
27 27 - 46
gpt-5-medium
OpenAI · Proprietary
1401±13.2
3.8K 票votes 1401.226 [1388.0, 1414.5] 45.53 · 不稳Volatile $1.25 / $10 400K
28 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1400±20.9
805 票votes 1399.801 [1378.9, 1420.7] 113.70 · 不稳Volatile $0.39 / $2.34 262.1K
29 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1398±10.1
6.1K 票votes 1398.294 [1388.2, 1408.4] 26.43 · 不稳Volatile $1.25 / $10 400K
30 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±8.7
11.3K 票votes 1395.713 [1387.1, 1404.4] 19.50 · 不稳Volatile $3 / $15 200K
31 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1392±9.5
8.6K 票votes 1392.317 [1382.8, 1401.8] 23.58 · 不稳Volatile $15 / $75 200K
32 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±8.5
13.0K 票votes 1386.000 [1377.5, 1394.5] 18.85 · 不稳Volatile $3 / $15 200K
33 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1380±24.8
582 票votes 1380.271 [1355.5, 1405.1] 160.12 · 不稳Volatile $0.20 / $1.56 262.1K
34 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1377±28.5
448 票votes 1377.355 [1348.8, 1405.9] 211.81 · 不稳Volatile $2 / $6 2M
35 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1372±11.3
4.0K 票votes 1372.089 [1360.8, 1383.4] 33.36 · 不稳Volatile $0.25 / $0.38 131.1K
36 9 - 98
glm-4.6
智谱 ZAI · MIT
1362±9.5
8.3K 票votes 1362.425 [1352.9, 1371.9] 23.44 · 不稳Volatile $0.39 / $1.90 204.8K
37 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1361±11.2
4.1K 票votes 1361.209 [1350.0, 1372.4] 32.84 · 不稳Volatile $0.10 / $0.30 262.1K
38 4 - 68
gpt-5.1
OpenAI · Proprietary
1360±9.1
10.0K 票votes 1359.716 [1350.6, 1368.8] 21.54 · 不稳Volatile $1.25 / $10 400K
39 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1355±23.7
627 票votes 1355.496 [1331.8, 1379.2] 145.86 · 不稳Volatile $0.26 / $2.08 262.1K
40 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1348±18.3
1.2K 票votes 1348.493 [1330.2, 1366.8] 86.83 · 不稳Volatile $0.10 / $0.30 262.1K
41 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1340±12.4
3.1K 票votes 1340.071 [1327.7, 1352.5] 40.14 · 不稳Volatile $1.75 / $14 400K
42 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1336±10.2
6.2K 票votes 1336.376 [1326.2, 1346.5] 26.88 · 不稳Volatile $1.25 / $10 400K
43 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±8.8
10.0K 票votes 1335.534 [1326.7, 1344.3] 20.09 · 不稳Volatile $1.15 / $8 262.1K
44 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1317±37.1
251 票votes 1316.817 [1279.7, 1353.9] 358.75 · 不稳Volatile $0.14 / $1 262.1K
45 95 - 187
minimax-m2
MiniMax · Apache 2.0
1312±9.6
8.4K 票votes 1311.759 [1302.2, 1321.3] 23.85 · 不稳Volatile $0.26 / $1 196.6K
46 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1308±8.6
11.3K 票votes 1308.188 [1299.5, 1316.8] 19.45 · 不稳Volatile $1 / $5 200K
47 40 - 87
deepseek-v3.2
DeepSeek · MIT
1307±10.3
5.2K 票votes 1307.197 [1296.9, 1317.5] 27.72 · 不稳Volatile $0.25 / $0.38 131.1K
48 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1306±43.2
196 票votes 1306.370 [1263.2, 1349.6] 485.80 · 不稳Volatile N/A N/A
49 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1294±11.3
4.9K 票votes 1294.102 [1282.8, 1305.4] 33.49 · 不稳Volatile $0.27 / $0.41 163.8K
50 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1291±8.6
10.8K 票votes 1290.880 [1282.2, 1299.5] 19.42 · 不稳Volatile $0.40 / $1.60 262.1K
51 63 - 69
KAT-Coder-Pro-V1
· Proprietary
1266±15.9
1.9K 票votes 1265.962 [1250.1, 1281.9] 65.75 · 不稳Volatile $0.21 / $0.83 256K
52 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1264±24.1
707 票votes 1263.805 [1239.7, 1287.9] 151.49 · 不稳Volatile $0.25 / $1.50 1M
53 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1247±17.8
1.4K 票votes 1247.054 [1229.2, 1264.9] 82.55 · 不稳Volatile $0.25 / $2 400K
54 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1243±11.2
5.5K 票votes 1243.432 [1232.2, 1254.6] 32.67 · 不稳Volatile $0.20 / $0.50 2M
55 13 - 112
mistral-large-3
Mistral · Apache 2.0
1228±20.3
1.0K 票votes 1228.453 [1208.2, 1248.7] 106.75 · 不稳Volatile $0.50 / $1.50 N/A
56 1 - 37
grok-4.1-thinking
xAI · Proprietary
1216±20.0
1.2K 票votes 1215.639 [1195.7, 1235.6] 103.67 · 不稳Volatile N/A N/A
57 59 - 61
devstral-2
Mistral · Modified MIT
1215±18.4
1.3K 票votes 1214.537 [1196.1, 1233.0] 88.46 · 不稳Volatile N/A N/A
58 3 - 32
gemini-2.5-pro
Google · Proprietary
1210±13.5
3.3K 票votes 1210.159 [1196.6, 1223.7] 47.79 · 不稳Volatile $1.25 / $10 1M
59 154 - 197
mercury-2
Inception AI · Proprietary
1207±70.0
100 票votes 1207.355 [1137.4, 1277.3] 1274.52 · 不稳Volatile $0.25 / $0.75 128K
60 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1156±23.4
936 票votes 1155.939 [1132.6, 1179.3] 142.21 · 不稳Volatile $0.20 / $0.50 2M
61 73 - 75
grok-code-fast-1
xAI · Proprietary
1146±22.3
984 票votes 1145.791 [1123.5, 1168.1] 129.67 · 不稳Volatile $0.20 / $1.50 256K
62 76 - 76
devstral-medium-2507
Mistral · Proprietary
1097±23.0
993 票votes 1097.320 [1074.4, 1120.3] 137.17 · 不稳Volatile $0.40 / $2 128K
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