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
1680±35.0
433 票votes 1680.000 [1645.0, 1715.0] 4.00 · 稳定Stable $5 / $25 1M
🥈 1 - 5
claude-fable-5
Anthropic · Proprietary
1673±25.0
831 票votes 1673.000 [1648.0, 1698.0] 4.00 · 稳定Stable $10 / $50 1M
🥉 1 - 7
claude-opus-5-high
Anthropic · Proprietary
1658±28.0
614 票votes 1658.000 [1630.0, 1686.0] 6.00 · 波动Unstable $5 / $25 1M
4 1 - 7
kimi-k3-max
月之暗面 · Kimi K3 license
1653±34.0
440 票votes 1653.000 [1619.0, 1687.0] 6.00 · 波动Unstable $3 / $15 1M
5 3 - 8
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1618±25.0
752 票votes 1618.000 [1593.0, 1643.0] 5.00 · 波动Unstable $5 / $30 1.1M
6 1 - 15
qwen3.8-max
阿里巴巴 · Proprietary
1614±42.0Preliminary
256 票votes 1614.000 [1572.0, 1656.0] 14.00 · 不稳Volatile $2 / $6 1M
7 3 - 30
muse-spark-1.2 (xHigh)
Meta · Proprietary
1589±55.0
159 票votes 1589.000 [1534.0, 1644.0] 27.00 · 不稳Volatile $1.25 / $4.25 N/A
8 5 - 23
grok-4.5
SpaceXAI · Proprietary
1584±30.0
461 票votes 1584.000 [1554.0, 1614.0] 18.00 · 不稳Volatile $2 / $6 500K
9 6 - 24
claude-opus-4-7
Anthropic · Proprietary
1565±17.0
1.5K 票votes 1565.000 [1548.0, 1582.0] 18.00 · 不稳Volatile $5 / $25 1M
10 6 - 28
claude-opus-4-8-thinking
Anthropic · Proprietary
1559±21.0
973 票votes 1559.000 [1538.0, 1580.0] 22.00 · 不稳Volatile $2.50 / $12.50 1M
11 6 - 26
claude-opus-4-6-thinking
Anthropic · Proprietary
1558±15.0
1.9K 票votes 1558.000 [1543.0, 1573.0] 20.00 · 不稳Volatile $2.50 / $12.50 1M
12 7 - 28
claude-opus-4-7-thinking
Anthropic · Proprietary
1554±16.0
1.6K 票votes 1554.000 [1538.0, 1570.0] 21.00 · 不稳Volatile $2.50 / $12.50 1M
13 7 - 28
claude-opus-4-6
Anthropic · Proprietary
1552±14.0
2.0K 票votes 1552.000 [1538.0, 1566.0] 21.00 · 不稳Volatile $2.50 / $12.50 1M
14 6 - 35
gemini-3.5-flash-high
Google · Proprietary
1549±33.0
374 票votes 1549.000 [1516.0, 1582.0] 29.00 · 不稳Volatile $0.75 / $4.50 1M
15 6 - 36
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1543±31.0
426 票votes 1543.000 [1512.0, 1574.0] 30.00 · 不稳Volatile $0.20 / $1.20 1M
16 7 - 34
glm-5.2-max
智谱 ZAI · MIT
1543±22.0
802 票votes 1543.000 [1521.0, 1565.0] 27.00 · 不稳Volatile $1.40 / $4.40 1M
17 6 - 37
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1542±33.0
370 票votes 1542.000 [1509.0, 1575.0] 31.00 · 不稳Volatile $2 / $12 1M
18 7 - 34
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1541±18.0
1.4K 票votes 1541.000 [1523.0, 1559.0] 27.00 · 不稳Volatile $5 / $30 N/A
19 7 - 34
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1539±17.0
1.4K 票votes 1539.000 [1522.0, 1556.0] 27.00 · 不稳Volatile N/A N/A
20 7 - 37
gemini-3.6-flash
Google · Proprietary
1537±29.0Preliminary
494 票votes 1537.000 [1508.0, 1566.0] 30.00 · 不稳Volatile $0.75 / $3.75 1M
21 7 - 36
glm-5.1
智谱 ZAI · MIT
1533±21.0
888 票votes 1533.000 [1512.0, 1554.0] 29.00 · 不稳Volatile $1.40 / $4.40 202.8K
22 6 - 41
deepseek-v4-flash-high
DeepSeek · MIT
1532±43.0Preliminary
212 票votes 1532.000 [1489.0, 1575.0] 35.00 · 不稳Volatile $0.14 / $0.28 1M
23 8 - 37
gemini-3.5-flash-medium
Google · Proprietary
1530±22.0
825 票votes 1530.000 [1508.0, 1552.0] 29.00 · 不稳Volatile $0.75 / $4.50 1M
24 7 - 38
muse-spark-1.1
Meta · Proprietary
1529±30.0Preliminary
456 票votes 1529.000 [1499.0, 1559.0] 31.00 · 不稳Volatile $1.25 / $4.25 N/A
25 9 - 37
claude-opus-4-8
Anthropic · Proprietary
1527±19.0
1.1K 票votes 1527.000 [1508.0, 1546.0] 28.00 · 不稳Volatile $2.50 / $12.50 1M
26 10 - 36
claude-sonnet-4-6
Anthropic · Proprietary
1527±13.0
2.3K 票votes 1527.000 [1514.0, 1540.0] 26.00 · 不稳Volatile $1.50 / $7.50 1M
27 10 - 38
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1519±21.0
920 票votes 1519.000 [1498.0, 1540.0] 28.00 · 不稳Volatile $1.48 / $4.42 1M
28 9 - 41
claude-sonnet-5-high
Anthropic · Proprietary
1518±26.0
580 票votes 1518.000 [1492.0, 1544.0] 32.00 · 不稳Volatile $1 / $5 1M
29 14 - 38
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1511±13.0
6.0K 票votes 1511.000 [1498.0, 1524.0] 24.00 · 不稳Volatile $5 / $25 200K
30 14 - 41
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1507±17.0
1.4K 票votes 1507.000 [1490.0, 1524.0] 27.00 · 不稳Volatile N/A N/A
31 14 - 44
seed-2.1-pro-preview
字节跳动 · Proprietary
1505±25.0Preliminary
643 票votes 1505.000 [1480.0, 1530.0] 30.00 · 不稳Volatile N/A N/A
32 21 - 42
gemini-3.1-pro-preview
Google · Proprietary
1496±14.0
2.1K 票votes 1496.000 [1482.0, 1510.0] 21.00 · 不稳Volatile $1 / $6 1M
33 18 - 45
kimi-k2.6
月之暗面 · Modified MIT
1495±19.0
1.0K 票votes 1495.000 [1476.0, 1514.0] 27.00 · 不稳Volatile $0.95 / $4 262.1K
34 14 - 50
qwen3.6-max-preview
阿里巴巴 · Proprietary
1493±35.0
318 票votes 1493.000 [1458.0, 1528.0] 36.00 · 不稳Volatile $1.03 / $6.16 262.1K
35 25 - 46
mimo-v2.5-pro
小米 · MIT
1486±17.0
1.4K 票votes 1486.000 [1469.0, 1503.0] 21.00 · 不稳Volatile $0.43 / $0.87 1.1M
36 17 - 53
gemini-3.5-flash
Google · Proprietary
1485±35.0
339 票votes 1485.000 [1450.0, 1520.0] 36.00 · 不稳Volatile $0.75 / $4.50 1M
37 28 - 46
claude-opus-4-5-20251101
Anthropic · Proprietary
1481±12.0
6.4K 票votes 1481.000 [1469.0, 1493.0] 18.00 · 不稳Volatile $5 / $25 200K
38 13 - 62
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1478±56.0
122 票votes 1478.000 [1422.0, 1534.0] 49.00 · 不稳Volatile $2.50 / $15 1.1M
39 28 - 50
deepseek-v4-pro-high-preview
DeepSeek · MIT
1475±17.0
1.3K 票votes 1475.000 [1458.0, 1492.0] 22.00 · 不稳Volatile $0.43 / $0.87 1M
40 13 - 68
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1475±62.0
107 票votes 1475.000 [1413.0, 1537.0] 55.00 · 不稳Volatile $2.50 / $15 1.1M
41 32 - 51
gemini-3-pro
Google · Proprietary
1469±11.0
10.6K 票votes 1469.000 [1458.0, 1480.0] 19.00 · 不稳Volatile $2 / $12 1M
42 33 - 55
qwen3.6-plus
阿里巴巴 · Proprietary
1463±16.0
1.6K 票votes 1463.000 [1447.0, 1479.0] 22.00 · 不稳Volatile $0.33 / $1.95 1M
43 32 - 59
minimax-m3
MiniMax · MiniMax Community License
1462±20.0
1.0K 票votes 1462.000 [1442.0, 1482.0] 27.00 · 不稳Volatile $0.60 / $2.40 N/A
44 31 - 61
kimi-k2.7-code
月之暗面 · Modified MIT
1459±26.0
579 票votes 1459.000 [1433.0, 1485.0] 30.00 · 不稳Volatile $0.47 / $2 262.1K
45 34 - 61
glm-5
智谱 ZAI · MIT
1453±22.0
826 票votes 1453.000 [1431.0, 1475.0] 27.00 · 不稳Volatile $1 / $3.20 202.8K
46 36 - 61
glm-4.7
智谱 ZAI · MIT
1446±14.0
3.7K 票votes 1446.000 [1432.0, 1460.0] 25.00 · 不稳Volatile $0.40 / $1.75 204.8K
47 28 - 74
hy3
腾讯 · Apache 2.0
1445±47.0
181 票votes 1445.000 [1398.0, 1492.0] 46.00 · 不稳Volatile $0.13 / $0.53 262.1K
48 39 - 61
gemini-3-flash
Google · Proprietary
1444±12.0
7.0K 票votes 1444.000 [1432.0, 1456.0] 22.00 · 不稳Volatile $0.50 / $3 1M
49 36 - 65
mimo-v2-pro
小米 · Proprietary
1439±22.0
793 票votes 1439.000 [1417.0, 1461.0] 29.00 · 不稳Volatile $1 / $3 1M
50 40 - 66
deepseek-v4-pro
DeepSeek · MIT
1433±18.0
1.3K 票votes 1433.000 [1415.0, 1451.0] 26.00 · 不稳Volatile $0.43 / $0.87 1M
51 41 - 65
kimi-k2.5-thinking
月之暗面 · Modified MIT
1431±14.0
2.2K 票votes 1431.000 [1417.0, 1445.0] 24.00 · 不稳Volatile $0.60 / $3 N/A
52 39 - 71
gpt-5.2
OpenAI · Proprietary
1430±24.0
1.0K 票votes 1430.000 [1406.0, 1454.0] 32.00 · 不稳Volatile $0.88 / $7 400K
53 41 - 68
gpt-5-medium
OpenAI · Proprietary
1429±17.0
3.0K 票votes 1429.000 [1412.0, 1446.0] 27.00 · 不稳Volatile $0.63 / $5 400K
54 36 - 74
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1429±33.0
360 票votes 1429.000 [1396.0, 1462.0] 38.00 · 不稳Volatile $1.75 / $14 400K
55 41 - 69
gpt-5.4-mini-high
OpenAI · Proprietary
1427±18.0
1.3K 票votes 1427.000 [1409.0, 1445.0] 28.00 · 不稳Volatile $0.75 / $4.50 400K
56 41 - 70
mimo-v2.5
小米 · MIT
1426±17.0
1.3K 票votes 1426.000 [1409.0, 1443.0] 29.00 · 不稳Volatile $0.14 / $0.28 1.1M
57 42 - 72
deepseek-v4-flash-high-preview
DeepSeek · MIT
1422±19.0
1.0K 票votes 1422.000 [1403.0, 1441.0] 30.00 · 不稳Volatile $0.14 / $0.28 1M
58 36 - 80
gpt-5.4
OpenAI · Proprietary
1420±48.0
155 票votes 1420.000 [1372.0, 1468.0] 44.00 · 不稳Volatile $2.50 / $15 1.1M
59 38 - 77
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1420±38.0
271 票votes 1420.000 [1382.0, 1458.0] 39.00 · 不稳Volatile $1.75 / $14 400K
60 40 - 75
kimi-k2.5-instant
月之暗面 · Modified MIT
1419±29.0
463 票votes 1419.000 [1390.0, 1448.0] 35.00 · 不稳Volatile $0.57 / $2.85 262.1K
61 42 - 75
minimax-m2.5
MiniMax · Modified MIT
1415±21.0
898 票votes 1415.000 [1394.0, 1436.0] 33.00 · 不稳Volatile $0.22 / $0.90 204.8K
62 46 - 74
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1412±14.0
2.0K 票votes 1412.000 [1398.0, 1426.0] 28.00 · 不稳Volatile $0.39 / $2.34 262.1K
63 49 - 75
minimax-m2.1-preview
MiniMax · MIT
1403±13.0
5.1K 票votes 1403.000 [1390.0, 1416.0] 26.00 · 不稳Volatile $0.30 / $1.20 204.8K
64 47 - 75
minimax-m2.7
MiniMax · Modified MIT
1403±16.0
1.5K 票votes 1403.000 [1387.0, 1419.0] 28.00 · 不稳Volatile $0.30 / $1.20 204.8K
65 50 - 75
gpt-5.1-medium
OpenAI · Proprietary
1401±13.0
4.7K 票votes 1401.000 [1388.0, 1414.0] 25.00 · 不稳Volatile $0.63 / $5 400K
66 53 - 75
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 - 75
gemini-3-flash (thinking-minimal)
Google · Proprietary
1398±10.0
5.7K 票votes 1398.000 [1388.0, 1408.0] 21.00 · 不稳Volatile $0.50 / $3 1M
68 52 - 75
claude-opus-4-1-20250805
Anthropic · Proprietary
1398±12.0
6.7K 票votes 1398.000 [1386.0, 1410.0] 23.00 · 不稳Volatile $15 / $75 200K
69 50 - 80
qwen3.5-27b
阿里巴巴 · Apache 2.0
1393±21.0
867 票votes 1393.000 [1372.0, 1414.0] 30.00 · 不稳Volatile $0.20 / $1.56 262.1K
70 56 - 78
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1390±11.0
10.1K 票votes 1390.000 [1379.0, 1401.0] 22.00 · 不稳Volatile $3 / $15 200K
71 55 - 88
inkling
Thinky · Apache 2.0
1377±26.0
604 票votes 1377.000 [1351.0, 1403.0] 33.00 · 不稳Volatile $0.50 / $2.02 524.3K
72 47 - 90
gemma-4-26b-a4b
Google · Apache 2.0
1375±46.0
190 票votes 1375.000 [1329.0, 1421.0] 43.00 · 不稳Volatile N/A N/A
73 59 - 87
gemma-4-31b
Google · Apache 2.0
1374±21.0
911 票votes 1374.000 [1353.0, 1395.0] 28.00 · 不稳Volatile $0.14 / $0.40 262.1K
74 47 - 91
glm-5v-turbo
智谱 ZAI · Proprietary
1371±47.0
204 票votes 1371.000 [1324.0, 1418.0] 44.00 · 不稳Volatile $1.20 / $4 202.8K
75 67 - 86
deepseek-v3.2-thinking
DeepSeek · MIT
1370±14.0
3.1K 票votes 1370.000 [1356.0, 1384.0] 19.00 · 不稳Volatile $0.27 / $0.40 163.8K
76 67 - 88
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1367±16.0
1.5K 票votes 1367.000 [1351.0, 1383.0] 21.00 · 不稳Volatile $2 / $6 2M
77 69 - 86
gpt-5.1
OpenAI · Proprietary
1365±11.0
7.8K 票votes 1365.000 [1354.0, 1376.0] 17.00 · 不稳Volatile $0.63 / $5 400K
78 68 - 89
grok-4.3
SpaceXAI · Proprietary
1361±18.0
1.3K 票votes 1361.000 [1343.0, 1379.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
79 56 - 94
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1356±45.0
194 票votes 1356.000 [1311.0, 1401.0] 38.00 · 不稳Volatile N/A N/A
80 69 - 90
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1356±21.0
912 票votes 1356.000 [1335.0, 1377.0] 21.00 · 不稳Volatile $0.29 / $2.40 262.1K
81 71 - 89
mimo-v2-flash (non-thinking)
小米 · MIT
1354±14.0
3.1K 票votes 1354.000 [1340.0, 1368.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
82 71 - 90
glm-4.6
智谱 ZAI · MIT
1349±12.0
6.5K 票votes 1349.000 [1337.0, 1361.0] 19.00 · 不稳Volatile $0.50 / $2 204.8K
83 71 - 90
gpt-5.2-codex
OpenAI · Proprietary
1347±15.0
2.3K 票votes 1347.000 [1332.0, 1362.0] 19.00 · 不稳Volatile $1.75 / $14 400K
84 71 - 90
gpt-5.1-codex
OpenAI · Proprietary
1346±13.0
4.8K 票votes 1346.000 [1333.0, 1359.0] 19.00 · 不稳Volatile $1.25 / $10 400K
85 71 - 91
mimo-v2-flash (thinking)
小米 · MIT
1344±23.0
849 票votes 1344.000 [1321.0, 1367.0] 20.00 · 不稳Volatile $0.10 / $0.30 262.1K
86 78 - 94
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1326±11.0
7.8K 票votes 1326.000 [1315.0, 1337.0] 16.00 · 不稳Volatile $1.15 / $8 262.1K
87 74 - 97
laguna-m.1
Poolside · Apache 2.0
1324±28.0
558 票votes 1324.000 [1296.0, 1352.0] 23.00 · 不稳Volatile $0.20 / $0.40 262.1K
88 71 - 100
mistral-medium-3.5
Mistral · Modified MIT
1315±43.0
238 票votes 1315.000 [1272.0, 1358.0] 29.00 · 不稳Volatile $1.50 / $7.50 262.1K
89 83 - 94
claude-haiku-4-5-20251001
Anthropic · Proprietary
1314±10.0
9.9K 票votes 1314.000 [1304.0, 1324.0] 11.00 · 波动Unstable $1 / $5 200K
90 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
91 85 - 98
deepseek-v3.2
DeepSeek · MIT
1303±12.0
4.0K 票votes 1303.000 [1291.0, 1315.0] 13.00 · 不稳Volatile $0.27 / $0.40 163.8K
92 76 - 104
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1298±46.0
185 票votes 1298.000 [1252.0, 1344.0] 28.00 · 不稳Volatile $0.14 / $1 262.1K
93 73 - 107
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
94 88 - 100
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
95 85 - 104
laguna-xs.2
Poolside · Apache 2.0
1286±32.0
445 票votes 1286.000 [1254.0, 1318.0] 19.00 · 不稳Volatile $0.10 / $0.20 262.1K
96 88 - 103
gemini-3.1-flash-lite-preview
Google · Proprietary
1283±17.0
1.6K 票votes 1283.000 [1266.0, 1300.0] 15.00 · 不稳Volatile $0.25 / $1.50 1M
97 88 - 100
deepseek-v3.2-exp
DeepSeek · MIT
1282±15.0
3.8K 票votes 1282.000 [1267.0, 1297.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
98 91 - 106
KAT-Coder-Pro-V1
· Proprietary
1265±21.0
1.4K 票votes 1265.000 [1244.0, 1286.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
99 91 - 107
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
100 94 - 107
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1253±14.0
4.1K 票votes 1253.000 [1239.0, 1267.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
101 89 - 109
trinity-large-thinking
· Apache 2.0
1243±51.0
178 票votes 1243.000 [1192.0, 1294.0] 20.00 · 不稳Volatile $0.22 / $0.85 262.1K
102 95 - 107
mistral-large-3
Mistral · Apache 2.0
1239±27.0
808 票votes 1239.000 [1212.0, 1266.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
103 97 - 107
gemini-2.5-pro
Google · Proprietary
1234±17.0
2.7K 票votes 1234.000 [1217.0, 1251.0] 10.00 · 波动Unstable $0.63 / $5 1M
104 97 - 109
grok-4.1-thinking
SpaceXAI · Proprietary
1221±26.0
944 票votes 1221.000 [1195.0, 1247.0] 12.00 · 不稳Volatile N/A N/A
105 94 - 109
granite-4.1-8b
IBM · Apache 2.0
1218±49.0
215 票votes 1218.000 [1169.0, 1267.0] 15.00 · 不稳Volatile $0.05 / $0.10 131.1K
106 98 - 109
devstral-2
Mistral · Modified MIT
1217±24.0
947 票votes 1217.000 [1193.0, 1241.0] 11.00 · 波动Unstable N/A N/A
107 94 - 109
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
108 103 - 109
grok-code-fast-1
SpaceXAI · Proprietary
1171±29.0
782 票votes 1171.000 [1142.0, 1200.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
109 103 - 109
grok-4-fast-reasoning
SpaceXAI · Proprietary
1169±28.0
730 票votes 1169.000 [1141.0, 1197.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
110 110 - 110
devstral-medium-2507
Mistral · Proprietary
1087±32.0
825 票votes 1087.000 [1055.0, 1119.0] 0.00 · 稳定Stable $0.40 / $2 128K
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