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 - 3
claude-fable-5
Anthropic · Proprietary
1725±24.0
995 票votes 1725.000 [1701.0, 1749.0] 2.00 · 稳定Stable $10 / $50 1M
🥈 1 - 3
kimi-k3
月之暗面 · Proprietary
1713±32.0Preliminary
537 票votes 1713.000 [1681.0, 1745.0] 2.00 · 稳定Stable $3 / $15 1M
🥉 1 - 3
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1696±22.0
1.1K 票votes 1696.000 [1674.0, 1718.0] 2.00 · 稳定Stable $5 / $30 1.1M
4 4 - 7
glm-5.2 (max)
智谱 ZAI · MIT
1631±19.0
1.3K 票votes 1631.000 [1612.0, 1650.0] 3.00 · 稳定Stable $1.40 / $4.40 1M
5 4 - 8
claude-opus-4-8-thinking
Anthropic · Proprietary
1617±16.0
1.8K 票votes 1617.000 [1601.0, 1633.0] 4.00 · 稳定Stable $5 / $25 1M
6 4 - 12
grok-4.5
SpaceXAI · Proprietary
1598±22.0
797 票votes 1598.000 [1576.0, 1620.0] 8.00 · 波动Unstable $2 / $6 500K
7 5 - 11
claude-opus-4-7-thinking
Anthropic · Proprietary
1597±13.0
2.7K 票votes 1597.000 [1584.0, 1610.0] 6.00 · 波动Unstable $5 / $25 1M
8 4 - 13
claude-sonnet-5-high
Anthropic · Proprietary
1594±21.0
997 票votes 1594.000 [1573.0, 1615.0] 9.00 · 波动Unstable $2 / $10 1M
9 6 - 12
claude-opus-4-7
Anthropic · Proprietary
1588±13.0
2.7K 票votes 1588.000 [1575.0, 1601.0] 6.00 · 波动Unstable $5 / $25 1M
10 6 - 14
claude-opus-4-6-thinking
Anthropic · Proprietary
1582±12.0
3.0K 票votes 1582.000 [1570.0, 1594.0] 8.00 · 波动Unstable $5 / $25 1M
11 6 - 16
claude-opus-4-8
Anthropic · Proprietary
1573±15.0
1.8K 票votes 1573.000 [1558.0, 1588.0] 10.00 · 波动Unstable $5 / $25 1M
12 7 - 16
claude-opus-4-6
Anthropic · Proprietary
1569±11.0
3.6K 票votes 1569.000 [1558.0, 1580.0] 9.00 · 波动Unstable $5 / $25 1M
13 9 - 21
glm-5.1
智谱 ZAI · MIT
1558±17.0
1.4K 票votes 1558.000 [1541.0, 1575.0] 12.00 · 不稳Volatile $1.40 / $4.40 202.8K
14 11 - 22
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1553±13.0
2.5K 票votes 1553.000 [1540.0, 1566.0] 11.00 · 波动Unstable $5 / $30 N/A
15 10 - 23
muse-spark-1.1
Meta · Proprietary
1548±23.0Preliminary
733 票votes 1548.000 [1525.0, 1571.0] 13.00 · 不稳Volatile $1.25 / $4.25 N/A
16 13 - 23
claude-sonnet-4-6
Anthropic · Proprietary
1545±10.0
3.9K 票votes 1545.000 [1535.0, 1555.0] 10.00 · 波动Unstable $3 / $15 1M
17 11 - 23
seed-2.1-pro-preview
字节跳动 · Proprietary
1545±19.0Preliminary
1.2K 票votes 1545.000 [1526.0, 1564.0] 12.00 · 不稳Volatile N/A N/A
18 13 - 24
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1537±15.0Preliminary
1.7K 票votes 1537.000 [1522.0, 1552.0] 11.00 · 波动Unstable $1.48 / $4.42 1M
19 13 - 26
gemini-3.5-flash-medium
Google · Proprietary
1533±16.0
1.5K 票votes 1533.000 [1517.0, 1549.0] 13.00 · 不稳Volatile $1.50 / $9 1M
20 14 - 26
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1528±12.0
2.6K 票votes 1528.000 [1516.0, 1540.0] 12.00 · 不稳Volatile N/A N/A
21 13 - 27
gemini-3.5-flash
Google · Proprietary
1527±27.0
558 票votes 1527.000 [1500.0, 1554.0] 14.00 · 不稳Volatile $1.50 / $9 1M
22 15 - 26
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1523±13.0
3.1K 票votes 1523.000 [1510.0, 1536.0] 11.00 · 波动Unstable $5 / $25 200K
23 13 - 32
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1518±37.0
349 票votes 1518.000 [1481.0, 1555.0] 19.00 · 不稳Volatile $2.50 / $15 1.1M
24 19 - 31
kimi-k2.6
月之暗面 · Modified MIT
1506±14.0
1.9K 票votes 1506.000 [1492.0, 1520.0] 12.00 · 不稳Volatile $0.95 / $4 262.1K
25 18 - 34
qwen3.6-max-preview
阿里巴巴 · Proprietary
1498±26.0
556 票votes 1498.000 [1472.0, 1524.0] 16.00 · 不稳Volatile $1.04 / $6.24 262.1K
26 22 - 32
mimo-v2.5-pro
小米 · MIT
1497±13.0
2.5K 票votes 1497.000 [1484.0, 1510.0] 10.00 · 波动Unstable $0.43 / $0.87 1M
27 23 - 35
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1484±13.0
2.4K 票votes 1484.000 [1471.0, 1497.0] 12.00 · 不稳Volatile N/A N/A
28 19 - 42
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1483±37.0
285 票votes 1483.000 [1446.0, 1520.0] 23.00 · 不稳Volatile $2.50 / $15 1.1M
29 23 - 37
minimax-m3
MiniMax · MiniMax Community License
1480±15.0
1.8K 票votes 1480.000 [1465.0, 1495.0] 14.00 · 不稳Volatile $0.60 / $2.40 N/A
30 23 - 36
claude-opus-4-5-20251101
Anthropic · Proprietary
1480±12.0
3.6K 票votes 1480.000 [1468.0, 1492.0] 13.00 · 不稳Volatile $5 / $25 200K
31 23 - 39
kimi-k2.7-code
月之暗面 · Modified MIT
1477±17.0
1.3K 票votes 1477.000 [1460.0, 1494.0] 16.00 · 不稳Volatile $0.82 / $3.75 262.1K
32 26 - 39
gemini-3.1-pro-preview
Google · Proprietary
1465±10.0
4.1K 票votes 1465.000 [1455.0, 1475.0] 13.00 · 不稳Volatile $2 / $12 1M
33 26 - 39
qwen3.6-plus
阿里巴巴 · Proprietary
1465±12.0
2.7K 票votes 1465.000 [1453.0, 1477.0] 13.00 · 不稳Volatile $0.33 / $1.95 1M
34 27 - 43
deepseek-v4-pro-thinking
DeepSeek · MIT
1458±13.0
2.3K 票votes 1458.000 [1445.0, 1471.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
35 28 - 44
deepseek-v4-pro
DeepSeek · MIT
1455±13.0
2.2K 票votes 1455.000 [1442.0, 1468.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
36 29 - 44
gemini-3-flash
Google · Proprietary
1453±13.0
3.2K 票votes 1453.000 [1440.0, 1466.0] 15.00 · 不稳Volatile $0.50 / $3 1M
37 30 - 44
gemini-3-pro
Google · Proprietary
1453±12.0
4.3K 票votes 1453.000 [1441.0, 1465.0] 14.00 · 不稳Volatile $2 / $12 1M
38 24 - 52
gpt-5.2
OpenAI · Proprietary
1449±36.0
340 票votes 1449.000 [1413.0, 1485.0] 28.00 · 不稳Volatile $1.75 / $14 400K
39 30 - 52
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1440±24.0
666 票votes 1440.000 [1416.0, 1464.0] 22.00 · 不稳Volatile $1.75 / $14 400K
40 33 - 51
glm-5
智谱 ZAI · MIT
1433±15.0
1.7K 票votes 1433.000 [1418.0, 1448.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
41 33 - 52
mimo-v2-pro
小米 · Proprietary
1432±16.0
1.5K 票votes 1432.000 [1416.0, 1448.0] 19.00 · 不稳Volatile $1 / $3 1M
42 33 - 53
glm-4.7
智谱 ZAI · MIT
1430±18.0
1.2K 票votes 1430.000 [1412.0, 1448.0] 20.00 · 不稳Volatile $0.40 / $1.75 202.8K
43 34 - 56
gpt-5-medium
OpenAI · Proprietary
1425±21.0
1.1K 票votes 1425.000 [1404.0, 1446.0] 22.00 · 不稳Volatile $1.25 / $10 400K
44 38 - 53
mimo-v2.5
小米 · MIT
1424±13.0
2.3K 票votes 1424.000 [1411.0, 1437.0] 15.00 · 不稳Volatile $0.14 / $0.28 1M
45 38 - 52
kimi-k2.5-thinking
月之暗面 · Modified MIT
1424±10.0
3.7K 票votes 1424.000 [1414.0, 1434.0] 14.00 · 不稳Volatile $0.60 / $3 N/A
46 38 - 53
gpt-5.4-mini-high
OpenAI · Proprietary
1423±12.0
2.5K 票votes 1423.000 [1411.0, 1435.0] 15.00 · 不稳Volatile $0.75 / $4.50 400K
47 35 - 62
glm-5v-turbo
智谱 ZAI · Proprietary
1413±30.0
452 票votes 1413.000 [1383.0, 1443.0] 27.00 · 不稳Volatile $1.20 / $4 202.8K
48 38 - 60
claude-opus-4-1-20250805
Anthropic · Proprietary
1411±15.0
2.3K 票votes 1411.000 [1396.0, 1426.0] 22.00 · 不稳Volatile $15 / $75 200K
49 38 - 62
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1405±23.0
715 票votes 1405.000 [1382.0, 1428.0] 24.00 · 不稳Volatile $1.75 / $14 400K
50 39 - 62
gpt-5.1-medium
OpenAI · Proprietary
1402±16.0
1.7K 票votes 1402.000 [1386.0, 1418.0] 23.00 · 不稳Volatile $1.25 / $10 400K
51 38 - 62
kimi-k2.5-instant
月之暗面 · Modified MIT
1401±21.0
831 票votes 1401.000 [1380.0, 1422.0] 24.00 · 不稳Volatile $0.57 / $2.85 262.1K
52 46 - 62
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±10.0
3.7K 票votes 1396.000 [1386.0, 1406.0] 16.00 · 不稳Volatile $0.39 / $2.34 262.1K
53 38 - 71
gpt-5.4
OpenAI · Proprietary
1395±38.0
263 票votes 1395.000 [1357.0, 1433.0] 33.00 · 不稳Volatile $2.50 / $15 1.1M
54 46 - 62
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1393±11.0
4.0K 票votes 1393.000 [1382.0, 1404.0] 16.00 · 不稳Volatile $3 / $15 200K
55 47 - 62
gemini-3-flash (thinking-minimal)
Google · Proprietary
1393±9.0
5.2K 票votes 1393.000 [1384.0, 1402.0] 15.00 · 不稳Volatile $0.50 / $3 1M
56 43 - 64
inkling
Thinky · Apache 2.0
1392±20.0
973 票votes 1392.000 [1372.0, 1412.0] 21.00 · 不稳Volatile $1 / $4.05 1M
57 47 - 63
minimax-m2.7
MiniMax · Modified MIT
1387±12.0
2.6K 票votes 1387.000 [1375.0, 1399.0] 16.00 · 不稳Volatile $0.25 / $1 204.8K
58 47 - 63
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±11.0
4.5K 票votes 1386.000 [1375.0, 1397.0] 16.00 · 不稳Volatile $3 / $15 200K
59 48 - 66
minimax-m2.1-preview
MiniMax · MIT
1380±14.0
2.0K 票votes 1380.000 [1366.0, 1394.0] 18.00 · 不稳Volatile $0.30 / $1.20 204.8K
60 48 - 69
minimax-m2.5
MiniMax · Modified MIT
1375±15.0
1.6K 票votes 1375.000 [1360.0, 1390.0] 21.00 · 不稳Volatile $0.15 / $0.90 204.8K
61 46 - 74
gemma-4-26b-a4b
Google · Apache 2.0
1370±39.0
243 票votes 1370.000 [1331.0, 1409.0] 28.00 · 不稳Volatile N/A N/A
62 47 - 74
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1366±34.0
314 票votes 1366.000 [1332.0, 1400.0] 27.00 · 不稳Volatile N/A N/A
63 55 - 71
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1365±12.0
3.0K 票votes 1365.000 [1353.0, 1377.0] 16.00 · 不稳Volatile $2 / $6 2M
64 57 - 73
grok-4.3
SpaceXAI · Proprietary
1359±14.0
2.2K 票votes 1359.000 [1345.0, 1373.0] 16.00 · 不稳Volatile $1.25 / $2.50 1M
65 58 - 73
gpt-5.1
OpenAI · Proprietary
1355±12.0
3.2K 票votes 1355.000 [1343.0, 1367.0] 15.00 · 不稳Volatile $1.25 / $10 400K
66 58 - 73
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1353±14.0
1.8K 票votes 1353.000 [1339.0, 1367.0] 15.00 · 不稳Volatile $0.26 / $2.08 262.1K
67 59 - 74
gpt-5.1-codex
OpenAI · Proprietary
1348±16.0
1.7K 票votes 1348.000 [1332.0, 1364.0] 15.00 · 不稳Volatile $1.25 / $10 400K
68 59 - 74
glm-4.6
智谱 ZAI · MIT
1347±15.0
2.2K 票votes 1347.000 [1332.0, 1362.0] 15.00 · 不稳Volatile $0.50 / $2 202.8K
69 59 - 74
deepseek-v3.2-thinking
DeepSeek · MIT
1346±15.0
1.8K 票votes 1346.000 [1331.0, 1361.0] 15.00 · 不稳Volatile $0.27 / $0.40 163.8K
70 60 - 74
gemma-4-31b
Google · Apache 2.0
1343±15.0
1.8K 票votes 1343.000 [1328.0, 1358.0] 14.00 · 不稳Volatile $0.14 / $0.40 262.1K
71 60 - 75
laguna-m.1
Poolside · Apache 2.0
1339±19.0
1.2K 票votes 1339.000 [1320.0, 1358.0] 15.00 · 不稳Volatile $0.20 / $0.40 262.1K
72 62 - 75
qwen3.5-27b
阿里巴巴 · Apache 2.0
1337±16.0
1.6K 票votes 1337.000 [1321.0, 1353.0] 13.00 · 不稳Volatile $0.26 / $2.60 262.1K
73 62 - 76
mimo-v2-flash (non-thinking)
小米 · MIT
1333±16.0
1.5K 票votes 1333.000 [1317.0, 1349.0] 14.00 · 不稳Volatile $0.10 / $0.30 262.1K
74 65 - 78
gpt-5.2-codex
OpenAI · Proprietary
1322±15.0
1.7K 票votes 1322.000 [1307.0, 1337.0] 13.00 · 不稳Volatile $1.75 / $14 400K
75 71 - 79
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1315±11.0
3.7K 票votes 1315.000 [1304.0, 1326.0] 8.00 · 波动Unstable $1.15 / $8 262.1K
76 73 - 80
claude-haiku-4-5-20251001
Anthropic · Proprietary
1310±9.0
6.3K 票votes 1310.000 [1301.0, 1319.0] 7.00 · 波动Unstable $1 / $5 200K
77 74 - 83
deepseek-v3.2
DeepSeek · MIT
1301±13.0
2.4K 票votes 1301.000 [1288.0, 1314.0] 9.00 · 波动Unstable $0.27 / $0.40 163.8K
78 74 - 89
mimo-v2-flash (thinking)
小米 · MIT
1285±28.0
471 票votes 1285.000 [1257.0, 1313.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
79 75 - 88
laguna-xs.2
Poolside · Apache 2.0
1284±21.0
979 票votes 1284.000 [1263.0, 1305.0] 13.00 · 不稳Volatile $0.10 / $0.20 262.1K
80 77 - 87
minimax-m2
MiniMax · Apache 2.0
1281±15.0
2.3K 票votes 1281.000 [1266.0, 1296.0] 10.00 · 波动Unstable $0.30 / $1.20 204.8K
81 77 - 89
deepseek-v3.2-exp
DeepSeek · MIT
1277±18.0
1.4K 票votes 1277.000 [1259.0, 1295.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
82 78 - 90
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1265±11.0
3.7K 票votes 1265.000 [1254.0, 1276.0] 12.00 · 不稳Volatile $0.40 / $1.60 262.1K
83 76 - 95
trinity-large-thinking
· Apache 2.0
1262±40.0
286 票votes 1262.000 [1222.0, 1302.0] 19.00 · 不稳Volatile $0.25 / $0.80 262.1K
84 78 - 92
gemini-3.1-flash-lite-preview
Google · Proprietary
1258±12.0
3.1K 票votes 1258.000 [1246.0, 1270.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
85 77 - 94
mistral-medium-3.5
Mistral · Modified MIT
1258±31.0
502 票votes 1258.000 [1227.0, 1289.0] 17.00 · 不稳Volatile $1.50 / $7.50 262.1K
86 78 - 95
gpt-5.1-codex-mini
OpenAI · Proprietary
1246±31.0
408 票votes 1246.000 [1215.0, 1277.0] 17.00 · 不稳Volatile $0.25 / $2 400K
87 79 - 95
KAT-Coder-Pro-V1
· Proprietary
1240±25.0
614 票votes 1240.000 [1215.0, 1265.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
88 82 - 95
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1240±17.0
1.6K 票votes 1240.000 [1223.0, 1257.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
89 78 - 97
grok-4.1-thinking
SpaceXAI · Proprietary
1238±36.0
333 票votes 1238.000 [1202.0, 1274.0] 19.00 · 不稳Volatile N/A N/A
90 80 - 97
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1232±30.0
423 票votes 1232.000 [1202.0, 1262.0] 17.00 · 不稳Volatile $0.14 / $1 262.1K
91 83 - 97
granite-4.1-8b
IBM · Apache 2.0
1213±36.0
393 票votes 1213.000 [1177.0, 1249.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
92 83 - 97
mistral-large-3
Mistral · Apache 2.0
1210±37.0
269 票votes 1210.000 [1173.0, 1247.0] 14.00 · 不稳Volatile $0.50 / $1.50 N/A
93 84 - 97
qwen3.5-flash
阿里巴巴 · Proprietary
1203±37.0
320 票votes 1203.000 [1166.0, 1240.0] 13.00 · 不稳Volatile N/A N/A
94 85 - 97
gemini-2.5-pro
Google · Proprietary
1201±22.0
860 票votes 1201.000 [1179.0, 1223.0] 12.00 · 不稳Volatile $1.25 / $10 1M
95 84 - 98
mercury-2
Inception AI · Proprietary
1186±49.0
210 票votes 1186.000 [1137.0, 1235.0] 14.00 · 不稳Volatile $0.25 / $0.75 128K
96 89 - 98
devstral-2
Mistral · Modified MIT
1167±36.0
330 票votes 1167.000 [1131.0, 1203.0] 9.00 · 波动Unstable N/A N/A
97 89 - 99
grok-4-fast-reasoning
SpaceXAI · Proprietary
1163±45.0
213 票votes 1163.000 [1118.0, 1208.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
98 95 - 99
grok-code-fast-1
SpaceXAI · Proprietary
1120±43.0
258 票votes 1120.000 [1077.0, 1163.0] 4.00 · 稳定Stable $0.20 / $1.50 N/A
99 97 - 99
devstral-medium-2507
Mistral · Proprietary
1080±42.0
285 票votes 1080.000 [1038.0, 1122.0] 2.00 · 稳定Stable $0.40 / $2 128K
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