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 - 4
claude-opus-5-max
Anthropic · Proprietary
1640±57.0Preliminary
127 votes 1640.000 [1583.0, 1697.0] 3.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
kimi-k3-max
月之暗面 · Kimi K3 license
1603±24.0Preliminary
819 votes 1603.000 [1579.0, 1627.0] 3.00 · 稳定Stable $3 / $15 1M
🥉 1 - 5
claude-opus-5-high
Anthropic · Proprietary
1601±31.0
434 votes 1601.000 [1570.0, 1632.0] 4.00 · 稳定Stable $5 / $25 1M
4 1 - 7
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1563±19.0
1.2K votes 1563.000 [1544.0, 1582.0] 6.00 · 波动Unstable $5 / $30 1.1M
5 3 - 8
claude-fable-5
Anthropic · Proprietary
1558±18.0
1.3K votes 1558.000 [1540.0, 1576.0] 5.00 · 波动Unstable $10 / $50 1M
6 4 - 13
glm-5.2-max
智谱 ZAI · MIT
1543±16.0
1.6K votes 1543.000 [1527.0, 1559.0] 9.00 · 波动Unstable $1.40 / $4.40 1M
7 4 - 20
muse-spark-1.1
Meta · Proprietary
1534±22.0Preliminary
826 votes 1534.000 [1512.0, 1556.0] 16.00 · 不稳Volatile $1.25 / $4.25 N/A
8 5 - 19
claude-opus-4-8-thinking
Anthropic · Proprietary
1528±13.0
2.6K votes 1528.000 [1515.0, 1541.0] 14.00 · 不稳Volatile $5 / $25 1M
9 6 - 19
claude-opus-4-7-thinking
Anthropic · Proprietary
1528±11.0
3.4K votes 1528.000 [1517.0, 1539.0] 13.00 · 不稳Volatile $5 / $25 1M
10 6 - 19
claude-opus-4-7
Anthropic · Proprietary
1527±12.0
3.0K votes 1527.000 [1515.0, 1539.0] 13.00 · 不稳Volatile $5 / $25 1M
11 6 - 22
claude-sonnet-4-6
Anthropic · Proprietary
1518±10.0
4.6K votes 1518.000 [1508.0, 1528.0] 16.00 · 不稳Volatile $3 / $15 1M
12 6 - 25
grok-4.5
SpaceXAI · Proprietary
1516±21.0
866 votes 1516.000 [1495.0, 1537.0] 19.00 · 不稳Volatile $2 / $6 500K
13 7 - 22
claude-opus-4-6-thinking
Anthropic · Proprietary
1516±11.0
3.8K votes 1516.000 [1505.0, 1527.0] 15.00 · 不稳Volatile $5 / $25 1M
14 7 - 22
claude-opus-4-6
Anthropic · Proprietary
1516±10.0
4.1K votes 1516.000 [1506.0, 1526.0] 15.00 · 不稳Volatile $5 / $25 1M
15 6 - 26
seed-2.1-pro-preview
字节跳动 · Proprietary
1511±18.0Preliminary
1.2K votes 1511.000 [1493.0, 1529.0] 20.00 · 不稳Volatile N/A N/A
16 7 - 26
glm-5.1
智谱 ZAI · MIT
1506±15.0
1.8K votes 1506.000 [1491.0, 1521.0] 19.00 · 不稳Volatile $1.40 / $4.40 202.8K
17 7 - 26
claude-opus-4-8
Anthropic · Proprietary
1505±15.0
1.9K votes 1505.000 [1490.0, 1520.0] 19.00 · 不稳Volatile $5 / $25 1M
18 7 - 27
claude-sonnet-5-high
Anthropic · Proprietary
1500±21.0
890 votes 1500.000 [1479.0, 1521.0] 20.00 · 不稳Volatile $2 / $10 1M
19 11 - 27
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1496±15.0
2.4K votes 1496.000 [1481.0, 1511.0] 16.00 · 不稳Volatile $5 / $25 200K
20 11 - 27
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1495±14.0Preliminary
2.0K votes 1495.000 [1481.0, 1509.0] 16.00 · 不稳Volatile $1.48 / $4.42 1M
21 14 - 27
kimi-k2.6
月之暗面 · Modified MIT
1490±12.0
2.8K votes 1490.000 [1478.0, 1502.0] 13.00 · 不稳Volatile $0.95 / $4 262.1K
22 10 - 34
gemini-3.6-flash
Google · Proprietary
1487±27.0Preliminary
559 votes 1487.000 [1460.0, 1514.0] 24.00 · 不稳Volatile $1.50 / $7.50 1M
23 14 - 32
minimax-m3
MiniMax · MiniMax Community License
1484±14.0
2.2K votes 1484.000 [1470.0, 1498.0] 18.00 · 不稳Volatile $0.60 / $2.40 N/A
24 7 - 40
hy3
腾讯 · Apache 2.0
1483±37.0
285 votes 1483.000 [1446.0, 1520.0] 33.00 · 不稳Volatile $0.13 / $0.53 262.1K
25 14 - 38
qwen3.6-max-preview
阿里巴巴 · Proprietary
1473±23.0
695 votes 1473.000 [1450.0, 1496.0] 24.00 · 不稳Volatile $1.04 / $6.24 262.1K
26 18 - 37
gemini-3.5-flash-medium
Google · Proprietary
1471±15.0
1.7K votes 1471.000 [1456.0, 1486.0] 19.00 · 不稳Volatile $1.50 / $9 1M
27 15 - 41
gemini-3.5-flash
Google · Proprietary
1469±25.0
670 votes 1469.000 [1444.0, 1494.0] 26.00 · 不稳Volatile $1.50 / $9 1M
28 22 - 38
mimo-v2.5-pro
小米 · MIT
1464±12.0
3.0K votes 1464.000 [1452.0, 1476.0] 16.00 · 不稳Volatile $0.43 / $0.87 1.1M
29 22 - 39
deepseek-v4-pro-thinking
DeepSeek · MIT
1460±12.0
2.7K votes 1460.000 [1448.0, 1472.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
30 22 - 39
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1459±12.0
2.9K votes 1459.000 [1447.0, 1471.0] 17.00 · 不稳Volatile $5 / $30 N/A
31 22 - 45
kimi-k2.7-code
月之暗面 · Modified MIT
1453±19.0
1.1K votes 1453.000 [1434.0, 1472.0] 23.00 · 不稳Volatile $0.73 / $3.50 262.1K
32 23 - 43
qwen3.6-plus
阿里巴巴 · Proprietary
1451±10.0
3.9K votes 1451.000 [1441.0, 1461.0] 20.00 · 不稳Volatile $0.33 / $1.95 1M
33 24 - 45
claude-opus-4-5-20251101
Anthropic · Proprietary
1447±13.0
2.9K votes 1447.000 [1434.0, 1460.0] 21.00 · 不稳Volatile $5 / $25 200K
34 24 - 45
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1446±11.0
3.6K votes 1446.000 [1435.0, 1457.0] 21.00 · 不稳Volatile N/A N/A
35 24 - 47
mimo-v2.5
小米 · MIT
1444±13.0
2.6K votes 1444.000 [1431.0, 1457.0] 23.00 · 不稳Volatile $0.14 / $0.28 1.1M
36 27 - 48
deepseek-v4-pro
DeepSeek · MIT
1437±11.0
3.4K votes 1437.000 [1426.0, 1448.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
37 29 - 49
mimo-v2-pro
小米 · Proprietary
1433±14.0
2.0K votes 1433.000 [1419.0, 1447.0] 20.00 · 不稳Volatile $1 / $3 1M
38 23 - 61
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1431±37.0
320 votes 1431.000 [1394.0, 1468.0] 38.00 · 不稳Volatile $2.50 / $15 1.1M
39 31 - 54
glm-5
智谱 ZAI · MIT
1428±16.0
1.6K votes 1428.000 [1412.0, 1444.0] 23.00 · 不稳Volatile $1 / $3.20 202.8K
40 32 - 50
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1427±12.0
3.0K votes 1427.000 [1415.0, 1439.0] 18.00 · 不稳Volatile N/A N/A
41 22 - 67
gpt-5.2
OpenAI · Proprietary
1423±49.0
206 votes 1423.000 [1374.0, 1472.0] 45.00 · 不稳Volatile $1.75 / $14 400K
42 35 - 54
kimi-k2.5-thinking
月之暗面 · Modified MIT
1422±10.0
3.8K votes 1422.000 [1412.0, 1432.0] 19.00 · 不稳Volatile $0.60 / $3 N/A
43 25 - 62
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1421±34.0
343 votes 1421.000 [1387.0, 1455.0] 37.00 · 不稳Volatile $2.50 / $15 1.1M
44 30 - 61
glm-4.7
智谱 ZAI · MIT
1420±25.0
682 votes 1420.000 [1395.0, 1445.0] 31.00 · 不稳Volatile $0.40 / $1.75 204.8K
45 35 - 56
gemini-3-pro
Google · Proprietary
1419±14.0
2.6K votes 1419.000 [1405.0, 1433.0] 21.00 · 不稳Volatile $2 / $12 1M
46 32 - 62
inkling
Thinky · Apache 2.0
1413±23.0
724 votes 1413.000 [1390.0, 1436.0] 30.00 · 不稳Volatile $1 / $4.05 1M
47 36 - 61
gemini-3-flash
Google · Proprietary
1413±15.0
2.2K votes 1413.000 [1398.0, 1428.0] 25.00 · 不稳Volatile $0.50 / $3 1M
48 31 - 65
gpt-5.4
OpenAI · Proprietary
1411±32.0
355 votes 1411.000 [1379.0, 1443.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
49 39 - 61
gemini-3.1-pro-preview
Google · Proprietary
1405±9.0
5.4K votes 1405.000 [1396.0, 1414.0] 22.00 · 不稳Volatile $2 / $12 1M
50 39 - 62
minimax-m2.7
MiniMax · Modified MIT
1401±12.0
2.8K votes 1401.000 [1389.0, 1413.0] 23.00 · 不稳Volatile $0.25 / $1 204.8K
51 37 - 67
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1400±25.0
691 votes 1400.000 [1375.0, 1425.0] 30.00 · 不稳Volatile $1.75 / $14 400K
52 41 - 62
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1397±10.0
4.1K votes 1397.000 [1387.0, 1407.0] 21.00 · 不稳Volatile $0.39 / $2.34 262.1K
53 41 - 65
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1395±14.0
2.6K votes 1395.000 [1381.0, 1409.0] 24.00 · 不稳Volatile $3 / $15 200K
54 42 - 65
gpt-5.4-mini-high
OpenAI · Proprietary
1390±12.0
2.9K votes 1390.000 [1378.0, 1402.0] 23.00 · 不稳Volatile $0.75 / $4.50 400K
55 39 - 72
gpt-5.1-medium
OpenAI · Proprietary
1389±24.0
856 votes 1389.000 [1365.0, 1413.0] 33.00 · 不稳Volatile $1.25 / $10 400K
56 42 - 67
minimax-m2.5
MiniMax · Modified MIT
1387±15.0
1.9K votes 1387.000 [1372.0, 1402.0] 25.00 · 不稳Volatile $0.15 / $0.90 204.8K
57 42 - 67
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1387±13.0
3.1K votes 1387.000 [1374.0, 1400.0] 25.00 · 不稳Volatile $3 / $15 200K
58 42 - 71
minimax-m2.1-preview
MiniMax · MIT
1385±18.0
1.5K votes 1385.000 [1367.0, 1403.0] 29.00 · 不稳Volatile $0.30 / $1.20 204.8K
59 39 - 75
glm-5v-turbo
智谱 ZAI · Proprietary
1383±30.0
433 votes 1383.000 [1353.0, 1413.0] 36.00 · 不稳Volatile $1.20 / $4 202.8K
60 42 - 74
deepseek-v3.2-thinking
DeepSeek · MIT
1381±18.0
1.3K votes 1381.000 [1363.0, 1399.0] 32.00 · 不稳Volatile $0.27 / $0.40 163.8K
61 38 - 78
gpt-5-medium
OpenAI · Proprietary
1380±36.0
434 votes 1380.000 [1344.0, 1416.0] 40.00 · 不稳Volatile $1.25 / $10 400K
62 46 - 77
claude-opus-4-1-20250805
Anthropic · Proprietary
1369±21.0
1.1K votes 1369.000 [1348.0, 1390.0] 31.00 · 不稳Volatile $15 / $75 200K
63 50 - 79
kimi-k2.5-instant
月之暗面 · Modified MIT
1362±24.0
749 votes 1362.000 [1338.0, 1386.0] 29.00 · 不稳Volatile $0.57 / $2.85 262.1K
64 57 - 75
gemini-3-flash (thinking-minimal)
Google · Proprietary
1362±9.0
5.4K votes 1362.000 [1353.0, 1371.0] 18.00 · 不稳Volatile $0.50 / $3 1M
65 50 - 78
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1361±21.0
957 votes 1361.000 [1340.0, 1382.0] 28.00 · 不稳Volatile $1.75 / $14 400K
66 50 - 80
gpt-5.1-codex
OpenAI · Proprietary
1361±25.0
831 votes 1361.000 [1336.0, 1386.0] 30.00 · 不稳Volatile $1.25 / $10 400K
67 53 - 78
laguna-m.1
Poolside · Apache 2.0
1359±19.0
1.2K votes 1359.000 [1340.0, 1378.0] 25.00 · 不稳Volatile $0.20 / $0.40 262.1K
68 57 - 77
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1358±10.0
4.2K votes 1358.000 [1348.0, 1368.0] 20.00 · 不稳Volatile $2 / $6 2M
69 57 - 78
qwen3.5-27b
阿里巴巴 · Apache 2.0
1357±14.0
2.0K votes 1357.000 [1343.0, 1371.0] 21.00 · 不稳Volatile $0.20 / $1.56 262.1K
70 57 - 78
gpt-5.1
OpenAI · Proprietary
1356±16.0
2.0K votes 1356.000 [1340.0, 1372.0] 21.00 · 不稳Volatile $1.25 / $10 400K
71 58 - 81
gpt-5.2-codex
OpenAI · Proprietary
1351±17.0
1.6K votes 1351.000 [1334.0, 1368.0] 23.00 · 不稳Volatile $1.75 / $14 400K
72 59 - 80
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1350±14.0
2.1K votes 1350.000 [1336.0, 1364.0] 21.00 · 不稳Volatile $0.26 / $2.08 262.1K
73 53 - 86
gemma-4-26b-a4b
Google · Apache 2.0
1344±33.0
354 votes 1344.000 [1311.0, 1377.0] 33.00 · 不稳Volatile N/A N/A
74 59 - 86
glm-4.6
智谱 ZAI · MIT
1342±22.0
1.1K votes 1342.000 [1320.0, 1364.0] 27.00 · 不稳Volatile $0.50 / $2 204.8K
75 62 - 84
grok-4.3
SpaceXAI · Proprietary
1340±13.0
2.7K votes 1340.000 [1327.0, 1353.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
76 64 - 84
claude-haiku-4-5-20251001
Anthropic · Proprietary
1338±9.0
5.5K votes 1338.000 [1329.0, 1347.0] 20.00 · 不稳Volatile $1 / $5 200K
77 62 - 86
gemma-4-31b
Google · Apache 2.0
1334±18.0
1.4K votes 1334.000 [1316.0, 1352.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
78 60 - 87
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1330±32.0
388 votes 1330.000 [1298.0, 1362.0] 27.00 · 不稳Volatile N/A N/A
79 72 - 86
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1321±13.0
2.6K votes 1321.000 [1308.0, 1334.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
80 70 - 87
mimo-v2-flash (non-thinking)
小米 · MIT
1318±19.0
1.2K votes 1318.000 [1299.0, 1337.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
81 69 - 87
minimax-m2
MiniMax · Apache 2.0
1318±21.0
1.1K votes 1318.000 [1297.0, 1339.0] 18.00 · 不稳Volatile $0.26 / $1.02 204.8K
82 73 - 86
deepseek-v3.2
DeepSeek · MIT
1317±15.0
2.0K votes 1317.000 [1302.0, 1332.0] 13.00 · 不稳Volatile $0.27 / $0.40 163.8K
83 75 - 91
laguna-xs.2
Poolside · Apache 2.0
1300±21.0
1.0K votes 1300.000 [1279.0, 1321.0] 16.00 · 不稳Volatile $0.10 / $0.20 262.1K
84 75 - 97
mimo-v2-flash (thinking)
小米 · MIT
1294±33.0
380 votes 1294.000 [1261.0, 1327.0] 22.00 · 不稳Volatile $0.10 / $0.30 262.1K
85 73 - 99
KAT-Coder-Pro-V1
· Proprietary
1284±50.0
239 votes 1284.000 [1234.0, 1334.0] 26.00 · 不稳Volatile $0.21 / $0.83 256K
86 73 - 99
mistral-large-3
Mistral · Apache 2.0
1275±57.0
153 votes 1275.000 [1218.0, 1332.0] 26.00 · 不稳Volatile $0.50 / $1.50 N/A
87 83 - 97
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1273±14.0
2.5K votes 1273.000 [1259.0, 1287.0] 14.00 · 不稳Volatile $0.40 / $1.60 262.1K
88 83 - 99
deepseek-v3.2-exp
DeepSeek · MIT
1261±30.0
588 votes 1261.000 [1231.0, 1291.0] 16.00 · 不稳Volatile $0.27 / $0.41 163.8K
89 83 - 99
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1258±32.0
413 votes 1258.000 [1226.0, 1290.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
90 83 - 99
mistral-medium-3.5
Mistral · Modified MIT
1254±28.0
605 votes 1254.000 [1226.0, 1282.0] 16.00 · 不稳Volatile $1.50 / $7.50 262.1K
91 80 - 102
grok-4.1-thinking
SpaceXAI · Proprietary
1241±61.0
148 votes 1241.000 [1180.0, 1302.0] 22.00 · 不稳Volatile N/A N/A
92 86 - 99
gemini-3.1-flash-lite-preview
Google · Proprietary
1240±12.0
3.8K votes 1240.000 [1228.0, 1252.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
93 84 - 101
trinity-large-thinking
· Apache 2.0
1236±36.0
373 votes 1236.000 [1200.0, 1272.0] 17.00 · 不稳Volatile $0.22 / $0.85 262.1K
94 86 - 99
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1235±21.0
1.1K votes 1235.000 [1214.0, 1256.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
95 84 - 101
qwen3.5-flash
阿里巴巴 · Proprietary
1227±35.0
384 votes 1227.000 [1192.0, 1262.0] 17.00 · 不稳Volatile N/A N/A
96 84 - 102
devstral-2
Mistral · Modified MIT
1221±42.0
251 votes 1221.000 [1179.0, 1263.0] 18.00 · 不稳Volatile N/A N/A
97 84 - 102
gpt-5.1-codex-mini
OpenAI · Proprietary
1217±57.0
169 votes 1217.000 [1160.0, 1274.0] 18.00 · 不稳Volatile $0.25 / $2 400K
98 84 - 102
grok-code-fast-1
SpaceXAI · Proprietary
1211±65.0
125 votes 1211.000 [1146.0, 1276.0] 18.00 · 不稳Volatile $0.20 / $1.50 N/A
99 84 - 102
grok-4-fast-reasoning
SpaceXAI · Proprietary
1204±57.0
145 votes 1204.000 [1147.0, 1261.0] 18.00 · 不稳Volatile $0.20 / $0.50 2M
100 93 - 102
granite-4.1-8b
IBM · Apache 2.0
1168±37.0
427 votes 1168.000 [1131.0, 1205.0] 9.00 · 波动Unstable $0.05 / $0.10 131.1K
101 93 - 102
gemini-2.5-pro
Google · Proprietary
1161±40.0
424 votes 1161.000 [1121.0, 1201.0] 9.00 · 波动Unstable $1.25 / $10 1M
102 95 - 103
mercury-2
Inception AI · Proprietary
1143±49.0
233 votes 1143.000 [1094.0, 1192.0] 8.00 · 波动Unstable $0.25 / $0.75 128K
103 102 - 103
devstral-medium-2507
Mistral · Proprietary
1010±101.0
109 votes 1010.000 [909.0, 1111.0] 1.00 · 稳定Stable $0.40 / $2 128K
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