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
1556±37.7
283 票votes 1555.928 [1518.3, 1593.6] 369.33 · 不稳Volatile $5 / $25 1M
🥈 1 - 7
claude-opus-4-6
Anthropic · Proprietary
1550±21.0
942 票votes 1550.490 [1529.5, 1571.4] 114.30 · 不稳Volatile $5 / $25 1M
🥉 1 - 4
claude-opus-4-7-thinking
Anthropic · Proprietary
1547±40.5
245 票votes 1547.140 [1506.7, 1587.6] 426.56 · 不稳Volatile $5 / $25 1M
4 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1545±22.1
850 票votes 1545.488 [1523.4, 1567.6] 126.96 · 不稳Volatile $5 / $25 1M
5 5 - 23
glm-5.1
智谱 ZAI · MIT
1538±31.6
407 票votes 1537.621 [1506.0, 1569.2] 259.63 · 不稳Volatile $1.40 / $4.40 202.8K
6 4 - 9
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1528±43.1
197 票votes 1528.472 [1485.4, 1571.6] 483.63 · 不稳Volatile N/A N/A
7 1 - 34
muse-spark
Meta · Proprietary
1527±47.4
185 票votes 1527.207 [1479.8, 1574.7] 585.99 · 不稳Volatile N/A N/A
8 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1519±18.3
1.2K 票votes 1518.788 [1500.4, 1537.1] 87.60 · 不稳Volatile $3 / $15 1M
9 6 - 10
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1512±54.0
130 票votes 1512.499 [1458.5, 1566.5] 759.76 · 不稳Volatile N/A N/A
10 1 - 54
kimi-k2.6
月之暗面 · Modified MIT
1506±39.0
261 票votes 1506.000 [1467.0, 1545.0] 396.51 · 不稳Volatile $0.95 / $4 262.1K
11 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1504±10.3
8.0K 票votes 1503.663 [1493.4, 1513.9] 27.37 · 不稳Volatile $5 / $25 200K
12 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1496±20.6
881 票votes 1495.647 [1475.1, 1516.2] 110.13 · 不稳Volatile $2 / $12 1M
13 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1474±9.6
8.4K 票votes 1474.311 [1464.7, 1483.9] 24.16 · 不稳Volatile $5 / $25 200K
14 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1473±47.6
165 票votes 1472.921 [1425.4, 1520.5] 588.84 · 不稳Volatile $2.50 / $15 1.1M
15 3 - 57
qwen3.6-plus
阿里巴巴 · Proprietary
1472±29.6
425 票votes 1471.508 [1441.9, 1501.1] 228.15 · 不稳Volatile $0.33 / $1.95 1M
16 5 - 37
deepseek-v4-pro-thinking
DeepSeek · MIT
1468±45.6
182 票votes 1468.030 [1422.4, 1513.7] 542.14 · 不稳Volatile $0.43 / $0.87 1M
17 1 - 18
gemini-3-pro
Google · Proprietary
1462±9.4
13.8K 票votes 1462.101 [1452.7, 1471.5] 23.21 · 不稳Volatile $2 / $12 1M
18 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±48.6
160 票votes 1456.931 [1408.3, 1505.5] 614.97 · 不稳Volatile $2.50 / $15 1.1M
19 1 - 47
glm-5
智谱 ZAI · MIT
1452±22.6
728 票votes 1451.634 [1429.0, 1474.3] 133.50 · 不稳Volatile $1 / $3.20 202.8K
20 20 - 71
glm-4.7
智谱 ZAI · MIT
1449±11.0
4.8K 票votes 1449.217 [1438.2, 1460.2] 31.42 · 不稳Volatile $0.40 / $1.75 202.8K
21 1 - 28
gemini-3-flash
Google · Proprietary
1440±9.8
9.3K 票votes 1440.043 [1430.3, 1449.8] 24.94 · 不稳Volatile $0.50 / $3 1M
22 5 - 52
mimo-v2-pro
小米 · Proprietary
1426±26.7
486 票votes 1426.489 [1399.8, 1453.2] 185.47 · 不稳Volatile $1 / $3 1M
23 21 - 134
minimax-m2.7
MiniMax · Modified MIT
1426±26.5
504 票votes 1426.440 [1400.0, 1452.9] 182.57 · 不稳Volatile $0.30 / $1.20 196.6K
24 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1421±31.8
363 票votes 1421.079 [1389.2, 1452.9] 263.78 · 不稳Volatile $1.75 / $14 400K
25 4 - 40
gpt-5.4-mini-high
OpenAI · Proprietary
1421±35.2
321 票votes 1420.725 [1385.6, 1455.9] 321.72 · 不稳Volatile $0.75 / $4.50 400K
26 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1417±16.9
1.3K 票votes 1416.557 [1399.7, 1433.4] 74.15 · 不稳Volatile $0.60 / $3 N/A
27 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±24.6
589 票votes 1414.716 [1390.1, 1439.4] 158.17 · 不稳Volatile $0.44 / $2 262.1K
28 4 - 76
gpt-5.2
OpenAI · Proprietary
1413±17.1
1.5K 票votes 1413.026 [1395.9, 1430.1] 75.96 · 不稳Volatile $1.75 / $14 400K
29 34 - 132
minimax-m2.5
MiniMax · Modified MIT
1405±18.7
1.0K 票votes 1405.174 [1386.5, 1423.9] 90.99 · 不稳Volatile $0.15 / $1.15 196.6K
30 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1404±10.6
6.8K 票votes 1404.327 [1393.8, 1414.9] 28.98 · 不稳Volatile $0.29 / $0.95 196.6K
31 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1402±10.0
6.2K 票votes 1401.586 [1391.6, 1411.6] 26.02 · 不稳Volatile $0.50 / $3 1M
32 27 - 46
gpt-5-medium
OpenAI · Proprietary
1402±13.3
3.8K 票votes 1401.580 [1388.3, 1414.9] 46.10 · 不稳Volatile $1.25 / $10 400K
33 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1400±20.0
879 票votes 1399.920 [1379.9, 1419.9] 103.91 · 不稳Volatile $0.39 / $2.34 262.1K
34 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1399±10.2
6.1K 票votes 1398.753 [1388.6, 1408.9] 26.98 · 不稳Volatile $1.25 / $10 400K
35 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±8.8
11.3K 票votes 1395.930 [1387.2, 1404.7] 20.01 · 不稳Volatile $3 / $15 200K
36 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1393±9.6
8.5K 票votes 1392.657 [1383.0, 1402.3] 24.20 · 不稳Volatile $15 / $75 200K
37 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±8.6
13.0K 票votes 1386.000 [1377.4, 1394.6] 19.37 · 不稳Volatile $3 / $15 200K
38 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1376±23.5
648 票votes 1375.799 [1352.3, 1399.3] 144.21 · 不稳Volatile $0.20 / $1.56 262.1K
39 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1372±11.4
4.0K 票votes 1372.305 [1360.9, 1383.7] 33.88 · 不稳Volatile $0.25 / $0.38 131.1K
40 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1372±26.5
525 票votes 1372.212 [1345.8, 1398.7] 182.19 · 不稳Volatile $2 / $6 2M
41 9 - 98
glm-4.6
智谱 ZAI · MIT
1363±9.6
8.3K 票votes 1362.586 [1353.0, 1372.2] 23.99 · 不稳Volatile $0.39 / $1.90 204.8K
42 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1361±11.3
4.1K 票votes 1361.442 [1350.1, 1372.8] 33.34 · 不稳Volatile $0.10 / $0.30 262.1K
43 4 - 68
gpt-5.1
OpenAI · Proprietary
1360±9.2
10.0K 票votes 1360.019 [1350.8, 1369.2] 22.07 · 不稳Volatile $1.25 / $10 400K
44 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1352±22.7
690 票votes 1351.517 [1328.9, 1374.2] 133.65 · 不稳Volatile $0.26 / $2.08 262.1K
45 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1349±18.3
1.2K 票votes 1348.756 [1330.4, 1367.1] 87.40 · 不稳Volatile $0.10 / $0.30 262.1K
46 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1340±12.5
3.1K 票votes 1340.206 [1327.7, 1352.7] 40.59 · 不稳Volatile $1.75 / $14 400K
47 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1337±10.3
6.2K 票votes 1336.855 [1326.6, 1347.1] 27.43 · 不稳Volatile $1.25 / $10 400K
48 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±8.9
10.0K 票votes 1335.835 [1326.9, 1344.7] 20.60 · 不稳Volatile $1.15 / $8 262.1K
49 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1316±37.1
251 票votes 1316.382 [1279.3, 1353.5] 358.84 · 不稳Volatile $0.14 / $1 262.1K
50 95 - 187
minimax-m2
MiniMax · Apache 2.0
1312±9.7
8.4K 票votes 1312.183 [1302.5, 1321.9] 24.41 · 不稳Volatile $0.26 / $1 196.6K
51 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1310±8.7
11.3K 票votes 1309.884 [1301.2, 1318.6] 19.82 · 不稳Volatile $1 / $5 200K
52 40 - 87
deepseek-v3.2
DeepSeek · MIT
1307±10.4
5.3K 票votes 1307.449 [1297.1, 1317.8] 28.15 · 不稳Volatile $0.25 / $0.38 131.1K
53 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1306±43.2
196 票votes 1305.933 [1262.8, 1349.1] 485.13 · 不稳Volatile N/A N/A
54 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1294±11.4
4.9K 票votes 1294.488 [1283.0, 1305.9] 34.06 · 不稳Volatile $0.27 / $0.41 163.8K
55 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1291±8.8
10.8K 票votes 1291.035 [1282.3, 1299.8] 19.94 · 不稳Volatile $0.40 / $1.60 262.1K
56 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1267±23.3
772 票votes 1267.112 [1243.9, 1290.4] 140.72 · 不稳Volatile $0.25 / $1.50 1M
57 63 - 69
KAT-Coder-Pro-V1
· Proprietary
1266±16.0
1.9K 票votes 1266.150 [1250.2, 1282.1] 66.42 · 不稳Volatile $0.21 / $0.83 256K
58 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1247±17.9
1.4K 票votes 1247.437 [1229.6, 1265.3] 83.14 · 不稳Volatile $0.25 / $2 400K
59 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1244±11.3
5.5K 票votes 1243.696 [1232.4, 1255.0] 33.21 · 不稳Volatile $0.20 / $0.50 2M
60 13 - 112
mistral-large-3
Mistral · Apache 2.0
1229±20.3
1.0K 票votes 1229.137 [1208.8, 1249.4] 107.41 · 不稳Volatile $0.50 / $1.50 N/A
61 1 - 37
grok-4.1-thinking
xAI · Proprietary
1216±20.0
1.2K 票votes 1216.039 [1196.0, 1236.1] 104.27 · 不稳Volatile N/A N/A
62 59 - 61
devstral-2
Mistral · Modified MIT
1215±18.5
1.3K 票votes 1214.813 [1196.3, 1233.3] 89.03 · 不稳Volatile N/A N/A
63 3 - 32
gemini-2.5-pro
Google · Proprietary
1211±13.6
3.3K 票votes 1210.523 [1196.9, 1224.2] 48.37 · 不稳Volatile $1.25 / $10 1M
64 154 - 197
mercury-2
Inception AI · Proprietary
1207±69.9
100 票votes 1206.641 [1136.7, 1276.6] 1273.56 · 不稳Volatile $0.25 / $0.75 128K
65 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1156±23.5
935 票votes 1155.879 [1132.4, 1179.3] 143.21 · 不稳Volatile $0.20 / $0.50 2M
66 73 - 75
grok-code-fast-1
xAI · Proprietary
1146±22.4
984 票votes 1146.197 [1123.8, 1168.6] 130.30 · 不稳Volatile $0.20 / $1.50 256K
67 76 - 76
devstral-medium-2507
Mistral · Proprietary
1098±23.0
993 票votes 1097.734 [1074.7, 1120.7] 137.85 · 不稳Volatile $0.40 / $2 128K
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