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 - 5
claude-opus-5-max
Anthropic · Proprietary
1679±29.0
630 票votes 1679.000 [1650.0, 1708.0] 4.00 · 稳定Stable $5 / $25 1M
🥈 1 - 5
claude-fable-5
Anthropic · Proprietary
1672±24.0
931 票votes 1672.000 [1648.0, 1696.0] 4.00 · 稳定Stable $10 / $50 1M
🥉 1 - 6
claude-opus-5-high
Anthropic · Proprietary
1662±25.0
783 票votes 1662.000 [1637.0, 1687.0] 5.00 · 波动Unstable $5 / $25 1M
4 1 - 6
kimi-k3-max
月之暗面 · Kimi K3 license
1650±33.0
464 票votes 1650.000 [1617.0, 1683.0] 5.00 · 波动Unstable $3 / $15 1M
5 1 - 7
qwen3.8-max
阿里巴巴 · Proprietary
1628±38.0Preliminary
335 票votes 1628.000 [1590.0, 1666.0] 6.00 · 波动Unstable $2 / $6 1M
6 3 - 7
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1623±23.0
887 票votes 1623.000 [1600.0, 1646.0] 4.00 · 稳定Stable $5 / $30 1.1M
7 5 - 22
grok-4.5
SpaceXAI · Proprietary
1582±27.0
571 票votes 1582.000 [1555.0, 1609.0] 17.00 · 不稳Volatile $2 / $6 500K
8 7 - 24
claude-opus-4-7
Anthropic · Proprietary
1561±16.0
1.6K 票votes 1561.000 [1545.0, 1577.0] 17.00 · 不稳Volatile $5 / $25 1M
9 7 - 24
claude-opus-4-6-thinking
Anthropic · Proprietary
1558±14.0
2.0K 票votes 1558.000 [1544.0, 1572.0] 17.00 · 不稳Volatile $2.50 / $12.50 1M
10 7 - 28
claude-opus-4-8-thinking
Anthropic · Proprietary
1558±19.0
1.1K 票votes 1558.000 [1539.0, 1577.0] 21.00 · 不稳Volatile $2.50 / $12.50 1M
11 7 - 28
claude-opus-4-7-thinking
Anthropic · Proprietary
1554±15.0
1.8K 票votes 1554.000 [1539.0, 1569.0] 21.00 · 不稳Volatile $2.50 / $12.50 1M
12 7 - 29
claude-opus-4-6
Anthropic · Proprietary
1551±14.0
2.1K 票votes 1551.000 [1537.0, 1565.0] 22.00 · 不稳Volatile $2.50 / $12.50 1M
13 7 - 30
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1546±17.0
1.5K 票votes 1546.000 [1529.0, 1563.0] 23.00 · 不稳Volatile $5 / $30 N/A
14 7 - 35
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1544±29.0
469 票votes 1544.000 [1515.0, 1573.0] 28.00 · 不稳Volatile $2 / $12 1M
15 7 - 36
gemini-3.5-flash-high
Google · Proprietary
1542±29.0
470 票votes 1542.000 [1513.0, 1571.0] 29.00 · 不稳Volatile $0.75 / $4.50 1M
16 7 - 31
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1541±16.0
1.6K 票votes 1541.000 [1525.0, 1557.0] 24.00 · 不稳Volatile N/A N/A
17 7 - 34
glm-5.2-max
智谱 ZAI · MIT
1540±21.0
901 票votes 1540.000 [1519.0, 1561.0] 27.00 · 不稳Volatile $1.40 / $4.40 1M
18 7 - 39
muse-spark-1.2 (xHigh)
Meta · Proprietary
1538±41.0
250 票votes 1538.000 [1497.0, 1579.0] 32.00 · 不稳Volatile $1.25 / $4.25 N/A
19 7 - 36
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1537±28.0
538 票votes 1537.000 [1509.0, 1565.0] 29.00 · 不稳Volatile $0.20 / $1.20 1M
20 7 - 37
muse-spark-1.1
Meta · Proprietary
1532±27.0Preliminary
570 票votes 1532.000 [1505.0, 1559.0] 30.00 · 不稳Volatile $1.25 / $4.25 N/A
21 7 - 37
gemini-3.6-flash
Google · Proprietary
1531±26.0Preliminary
615 票votes 1531.000 [1505.0, 1557.0] 30.00 · 不稳Volatile $0.75 / $3.75 1M
22 7 - 39
deepseek-v4-flash-high
DeepSeek · MIT
1530±36.0Preliminary
305 票votes 1530.000 [1494.0, 1566.0] 32.00 · 不稳Volatile $0.14 / $0.28 1M
23 10 - 35
claude-sonnet-4-6
Anthropic · Proprietary
1529±13.0
2.5K 票votes 1529.000 [1516.0, 1542.0] 25.00 · 不稳Volatile $1.50 / $7.50 1M
24 8 - 37
gemini-3.5-flash-medium
Google · Proprietary
1527±21.0
958 票votes 1527.000 [1506.0, 1548.0] 29.00 · 不稳Volatile $0.75 / $4.50 1M
25 10 - 37
claude-opus-4-8
Anthropic · Proprietary
1525±18.0
1.2K 票votes 1525.000 [1507.0, 1543.0] 27.00 · 不稳Volatile $2.50 / $12.50 1M
26 10 - 38
glm-5.1
智谱 ZAI · MIT
1522±20.0
968 票votes 1522.000 [1502.0, 1542.0] 28.00 · 不稳Volatile $1.40 / $4.40 202.8K
27 10 - 38
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1521±20.0
977 票votes 1521.000 [1501.0, 1541.0] 28.00 · 不稳Volatile $1.48 / $4.42 1M
28 8 - 39
claude-sonnet-5-high
Anthropic · Proprietary
1521±24.0
705 票votes 1521.000 [1497.0, 1545.0] 31.00 · 不稳Volatile $1 / $5 1M
29 15 - 38
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1512±12.0
6.1K 票votes 1512.000 [1500.0, 1524.0] 23.00 · 不稳Volatile $5 / $25 200K
30 15 - 41
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1504±16.0
1.6K 票votes 1504.000 [1488.0, 1520.0] 26.00 · 不稳Volatile N/A N/A
31 15 - 44
seed-2.1-pro-preview
字节跳动 · Proprietary
1499±23.0Preliminary
762 票votes 1499.000 [1476.0, 1522.0] 29.00 · 不稳Volatile N/A N/A
32 13 - 47
qwen3.6-max-preview
阿里巴巴 · Proprietary
1495±35.0
323 票votes 1495.000 [1460.0, 1530.0] 34.00 · 不稳Volatile $1.03 / $6.16 262.1K
33 18 - 44
kimi-k2.6
月之暗面 · Modified MIT
1495±19.0
1.1K 票votes 1495.000 [1476.0, 1514.0] 26.00 · 不稳Volatile $0.95 / $4 262.1K
34 20 - 43
gemini-3.1-pro-preview
Google · Proprietary
1494±13.0
2.2K 票votes 1494.000 [1481.0, 1507.0] 23.00 · 不稳Volatile $1 / $6 1M
35 27 - 46
mimo-v2.5-pro
小米 · MIT
1483±16.0
1.5K 票votes 1483.000 [1467.0, 1499.0] 19.00 · 不稳Volatile $0.43 / $0.87 1.1M
36 16 - 54
gemini-3.5-flash
Google · Proprietary
1482±34.0
344 票votes 1482.000 [1448.0, 1516.0] 38.00 · 不稳Volatile $0.75 / $4.50 1M
37 30 - 46
claude-opus-4-5-20251101
Anthropic · Proprietary
1482±12.0
6.5K 票votes 1482.000 [1470.0, 1494.0] 16.00 · 不稳Volatile $5 / $25 200K
38 12 - 65
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1477±61.0
113 票votes 1477.000 [1416.0, 1538.0] 53.00 · 不稳Volatile $2.50 / $15 1.1M
39 14 - 63
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1474±53.0
130 票votes 1474.000 [1421.0, 1527.0] 49.00 · 不稳Volatile $2.50 / $15 1.1M
40 30 - 51
deepseek-v4-pro-high-preview
DeepSeek · MIT
1473±17.0
1.4K 票votes 1473.000 [1456.0, 1490.0] 21.00 · 不稳Volatile $0.63 / $1.26 1M
41 32 - 51
gemini-3-pro
Google · Proprietary
1469±11.0
10.7K 票votes 1469.000 [1458.0, 1480.0] 19.00 · 不稳Volatile $2 / $12 1M
42 31 - 54
minimax-m3
MiniMax · MiniMax Community License
1464±18.0
1.2K 票votes 1464.000 [1446.0, 1482.0] 23.00 · 不稳Volatile $0.60 / $2.40 N/A
43 31 - 60
kimi-k2.7-code
月之暗面 · Modified MIT
1462±25.0
602 票votes 1462.000 [1437.0, 1487.0] 29.00 · 不稳Volatile $0.47 / $2 262.1K
44 24 - 63
hy3
腾讯 · Apache 2.0
1461±41.0
237 票votes 1461.000 [1420.0, 1502.0] 39.00 · 不稳Volatile $0.13 / $0.53 262.1K
45 34 - 54
qwen3.6-plus
阿里巴巴 · Proprietary
1461±15.0
1.7K 票votes 1461.000 [1446.0, 1476.0] 20.00 · 不稳Volatile $0.33 / $1.95 1M
46 34 - 61
glm-5
智谱 ZAI · MIT
1454±22.0
836 票votes 1454.000 [1432.0, 1476.0] 27.00 · 不稳Volatile $1 / $3.20 202.8K
47 37 - 61
glm-4.7
智谱 ZAI · MIT
1446±14.0
3.7K 票votes 1446.000 [1432.0, 1460.0] 24.00 · 不稳Volatile $0.40 / $1.75 204.8K
48 39 - 62
gemini-3-flash
Google · Proprietary
1444±12.0
7.1K 票votes 1444.000 [1432.0, 1456.0] 23.00 · 不稳Volatile $0.50 / $3 1M
49 37 - 65
mimo-v2-pro
小米 · Proprietary
1439±21.0
815 票votes 1439.000 [1418.0, 1460.0] 28.00 · 不稳Volatile $1 / $3 1M
50 39 - 63
deepseek-v4-pro
DeepSeek · MIT
1435±17.0
1.4K 票votes 1435.000 [1418.0, 1452.0] 24.00 · 不稳Volatile $0.63 / $1.26 1M
51 42 - 65
kimi-k2.5-thinking
月之暗面 · Modified MIT
1429±13.0
2.3K 票votes 1429.000 [1416.0, 1442.0] 23.00 · 不稳Volatile $0.60 / $3 N/A
52 42 - 68
gpt-5-medium
OpenAI · Proprietary
1429±17.0
3.0K 票votes 1429.000 [1412.0, 1446.0] 26.00 · 不稳Volatile $0.63 / $5 400K
53 36 - 76
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1428±32.0
374 票votes 1428.000 [1396.0, 1460.0] 40.00 · 不稳Volatile $1.75 / $14 400K
54 39 - 74
gpt-5.2
OpenAI · Proprietary
1428±24.0
1.1K 票votes 1428.000 [1404.0, 1452.0] 35.00 · 不稳Volatile $0.88 / $7 400K
55 42 - 69
mimo-v2.5
小米 · MIT
1427±17.0
1.4K 票votes 1427.000 [1410.0, 1444.0] 27.00 · 不稳Volatile $0.14 / $0.28 1.1M
56 42 - 74
deepseek-v4-flash-high-preview
DeepSeek · MIT
1423±19.0
1.1K 票votes 1423.000 [1404.0, 1442.0] 32.00 · 不稳Volatile $0.14 / $0.28 1M
57 42 - 73
gpt-5.4-mini-high
OpenAI · Proprietary
1423±17.0
1.3K 票votes 1423.000 [1406.0, 1440.0] 31.00 · 不稳Volatile $0.75 / $4.50 400K
58 37 - 78
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1420±38.0
271 票votes 1420.000 [1382.0, 1458.0] 41.00 · 不稳Volatile $1.75 / $14 400K
59 37 - 81
gpt-5.4
OpenAI · Proprietary
1415±45.0
184 票votes 1415.000 [1370.0, 1460.0] 44.00 · 不稳Volatile $2.50 / $15 1.1M
60 42 - 76
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±29.0
466 票votes 1415.000 [1386.0, 1444.0] 34.00 · 不稳Volatile $0.57 / $2.85 262.1K
61 43 - 76
minimax-m2.5
MiniMax · Modified MIT
1415±21.0
914 票votes 1415.000 [1394.0, 1436.0] 33.00 · 不稳Volatile $0.22 / $0.90 204.8K
62 46 - 75
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1412±13.0
2.1K 票votes 1412.000 [1399.0, 1425.0] 29.00 · 不稳Volatile $0.50 / $3.60 262.1K
63 49 - 76
minimax-m2.7
MiniMax · Modified MIT
1403±15.0
1.6K 票votes 1403.000 [1388.0, 1418.0] 27.00 · 不稳Volatile $0.30 / $1.20 204.8K
64 52 - 76
gpt-5.1-medium
OpenAI · Proprietary
1401±13.0
4.7K 票votes 1401.000 [1388.0, 1414.0] 24.00 · 不稳Volatile $0.63 / $5 400K
65 52 - 76
minimax-m2.1-preview
MiniMax · MIT
1401±13.0
5.1K 票votes 1401.000 [1388.0, 1414.0] 24.00 · 不稳Volatile $0.30 / $1.20 204.8K
66 54 - 76
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1399±11.0
8.8K 票votes 1399.000 [1388.0, 1410.0] 22.00 · 不稳Volatile $3 / $15 200K
67 54 - 76
claude-opus-4-1-20250805
Anthropic · Proprietary
1398±12.0
6.8K 票votes 1398.000 [1386.0, 1410.0] 22.00 · 不稳Volatile $15 / $75 200K
68 54 - 76
gemini-3-flash (thinking-minimal)
Google · Proprietary
1398±10.0
5.8K 票votes 1398.000 [1388.0, 1408.0] 22.00 · 不稳Volatile $0.50 / $3 1M
69 52 - 81
qwen3.5-27b
阿里巴巴 · Apache 2.0
1393±21.0
883 票votes 1393.000 [1372.0, 1414.0] 29.00 · 不稳Volatile $0.20 / $1.56 262.1K
70 57 - 78
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1390±11.0
10.2K 票votes 1390.000 [1379.0, 1401.0] 21.00 · 不稳Volatile $3 / $15 200K
71 45 - 90
muse-glimmer
Meta · Apache-2.0
1385±48.0
155 票votes 1385.000 [1337.0, 1433.0] 45.00 · 不稳Volatile N/A N/A
72 54 - 87
inkling
Thinky · Apache 2.0
1383±24.0
706 票votes 1383.000 [1359.0, 1407.0] 33.00 · 不稳Volatile $0.50 / $2.02 524.3K
73 58 - 87
gemma-4-31b
Google · Apache 2.0
1378±20.0
991 票votes 1378.000 [1358.0, 1398.0] 29.00 · 不稳Volatile $0.14 / $0.40 262.1K
74 49 - 91
gemma-4-26b-a4b
Google · Apache 2.0
1372±45.0
194 票votes 1372.000 [1327.0, 1417.0] 42.00 · 不稳Volatile N/A N/A
75 67 - 87
deepseek-v3.2-thinking
DeepSeek · MIT
1369±14.0
3.1K 票votes 1369.000 [1355.0, 1383.0] 20.00 · 不稳Volatile $0.27 / $0.40 163.8K
76 67 - 88
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1367±16.0
1.6K 票votes 1367.000 [1351.0, 1383.0] 21.00 · 不稳Volatile $2 / $6 2M
77 53 - 93
glm-5v-turbo
智谱 ZAI · Proprietary
1365±46.0
219 票votes 1365.000 [1319.0, 1411.0] 40.00 · 不稳Volatile $1.20 / $4 202.8K
78 69 - 88
gpt-5.1
OpenAI · Proprietary
1364±11.0
7.8K 票votes 1364.000 [1353.0, 1375.0] 19.00 · 不稳Volatile $0.63 / $5 400K
79 55 - 94
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1360±45.0
193 票votes 1360.000 [1315.0, 1405.0] 39.00 · 不稳Volatile N/A N/A
80 69 - 90
grok-4.3
SpaceXAI · Proprietary
1358±17.0
1.4K 票votes 1358.000 [1341.0, 1375.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
81 69 - 91
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1357±21.0
933 票votes 1357.000 [1336.0, 1378.0] 22.00 · 不稳Volatile $0.29 / $2.40 262.1K
82 71 - 90
mimo-v2-flash (non-thinking)
小米 · MIT
1354±14.0
3.1K 票votes 1354.000 [1340.0, 1368.0] 19.00 · 不稳Volatile $0.10 / $0.30 262.1K
83 71 - 90
glm-4.6
智谱 ZAI · MIT
1350±12.0
6.6K 票votes 1350.000 [1338.0, 1362.0] 19.00 · 不稳Volatile $0.55 / $2.20 204.8K
84 71 - 91
gpt-5.2-codex
OpenAI · Proprietary
1347±15.0
2.3K 票votes 1347.000 [1332.0, 1362.0] 20.00 · 不稳Volatile $1.75 / $14 400K
85 71 - 91
gpt-5.1-codex
OpenAI · Proprietary
1346±13.0
4.9K 票votes 1346.000 [1333.0, 1359.0] 20.00 · 不稳Volatile $1.25 / $10 400K
86 71 - 92
mimo-v2-flash (thinking)
小米 · MIT
1344±23.0
857 票votes 1344.000 [1321.0, 1367.0] 21.00 · 不稳Volatile $0.10 / $0.30 262.1K
87 80 - 94
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1326±11.0
7.8K 票votes 1326.000 [1315.0, 1337.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
88 76 - 97
laguna-m.1
Poolside · Apache 2.0
1324±27.0
587 票votes 1324.000 [1297.0, 1351.0] 21.00 · 不稳Volatile $0.20 / $0.40 262.1K
89 71 - 101
mistral-medium-3.5
Mistral · Modified MIT
1317±42.0
246 票votes 1317.000 [1275.0, 1359.0] 30.00 · 不稳Volatile $1.50 / $7.50 262.1K
90 84 - 95
claude-haiku-4-5-20251001
Anthropic · Proprietary
1315±9.0
10.1K 票votes 1315.000 [1306.0, 1324.0] 11.00 · 波动Unstable $1 / $5 200K
91 85 - 98
minimax-m2
MiniMax · Apache 2.0
1307±12.0
6.5K 票votes 1307.000 [1295.0, 1319.0] 13.00 · 不稳Volatile $0.26 / $1.02 204.8K
92 86 - 98
deepseek-v3.2
DeepSeek · MIT
1304±12.0
4.1K 票votes 1304.000 [1292.0, 1316.0] 12.00 · 不稳Volatile $0.27 / $0.40 163.8K
93 76 - 105
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1298±45.0
187 票votes 1298.000 [1253.0, 1343.0] 29.00 · 不稳Volatile $0.14 / $1 262.1K
94 74 - 108
qwen3.5-flash
阿里巴巴 · Proprietary
1293±60.0
121 票votes 1293.000 [1233.0, 1353.0] 34.00 · 不稳Volatile N/A N/A
95 89 - 101
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1286±11.0
8.3K 票votes 1286.000 [1275.0, 1297.0] 12.00 · 不稳Volatile $0.40 / $1.60 262.1K
96 90 - 102
deepseek-v3.2-exp
DeepSeek · MIT
1282±15.0
3.9K 票votes 1282.000 [1267.0, 1297.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
97 88 - 106
laguna-xs.2
Poolside · Apache 2.0
1281±31.0
477 票votes 1281.000 [1250.0, 1312.0] 18.00 · 不稳Volatile $0.10 / $0.20 262.1K
98 89 - 105
gemini-3.1-flash-lite-preview
Google · Proprietary
1280±17.0
1.7K 票votes 1280.000 [1263.0, 1297.0] 16.00 · 不稳Volatile $0.25 / $1.50 1M
99 92 - 107
KAT-Coder-Pro-V1
· Proprietary
1265±21.0
1.5K 票votes 1265.000 [1244.0, 1286.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
100 92 - 108
gpt-5.1-codex-mini
OpenAI · Proprietary
1254±23.0
1.1K 票votes 1254.000 [1231.0, 1277.0] 16.00 · 不稳Volatile $0.25 / $2 400K
101 95 - 108
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1252±14.0
4.1K 票votes 1252.000 [1238.0, 1266.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
102 92 - 110
trinity-large-thinking
· Apache 2.0
1241±50.0
182 票votes 1241.000 [1191.0, 1291.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
103 95 - 108
mistral-large-3
Mistral · Apache 2.0
1239±26.0
815 票votes 1239.000 [1213.0, 1265.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
104 97 - 108
gemini-2.5-pro
Google · Proprietary
1235±17.0
2.7K 票votes 1235.000 [1218.0, 1252.0] 11.00 · 波动Unstable $0.63 / $5 1M
105 98 - 110
grok-4.1-thinking
SpaceXAI · Proprietary
1220±26.0
948 票votes 1220.000 [1194.0, 1246.0] 12.00 · 不稳Volatile N/A N/A
106 94 - 110
granite-4.1-8b
IBM · Apache 2.0
1219±49.0
214 票votes 1219.000 [1170.0, 1268.0] 16.00 · 不稳Volatile $0.05 / $0.10 131.1K
107 99 - 110
devstral-2
Mistral · Modified MIT
1217±24.0
951 票votes 1217.000 [1193.0, 1241.0] 11.00 · 波动Unstable N/A N/A
108 95 - 110
mercury-2
Inception AI · Proprietary
1198±68.0
103 票votes 1198.000 [1130.0, 1266.0] 15.00 · 不稳Volatile $0.25 / $0.75 128K
109 104 - 110
grok-code-fast-1
SpaceXAI · Proprietary
1172±29.0
783 票votes 1172.000 [1143.0, 1201.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
110 104 - 110
grok-4-fast-reasoning
SpaceXAI · Proprietary
1170±28.0
733 票votes 1170.000 [1142.0, 1198.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
111 111 - 111
devstral-medium-2507
Mistral · Proprietary
1087±31.0
831 票votes 1087.000 [1056.0, 1118.0] 0.00 · 稳定Stable $0.40 / $2 128K
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