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-high
Anthropic · Proprietary
1653±29.0
578 票votes 1653.000 [1624.0, 1682.0] 4.00 · 稳定Stable $5 / $25 1M
🥈 1 - 5
claude-opus-5-max
Anthropic · Proprietary
1651±31.0
515 票votes 1651.000 [1620.0, 1682.0] 4.00 · 稳定Stable $5 / $25 1M
🥉 1 - 6
kimi-k3-max
月之暗面 · Kimi K3 license
1644±32.0
580 票votes 1644.000 [1612.0, 1676.0] 5.00 · 波动Unstable $3 / $15 1M
4 1 - 8
qwen3.8-max
阿里巴巴 · Proprietary
1627±49.0Preliminary
198 票votes 1627.000 [1578.0, 1676.0] 7.00 · 波动Unstable $2 / $6 1M
5 1 - 8
claude-fable-5
Anthropic · Proprietary
1607±23.0
866 票votes 1607.000 [1584.0, 1630.0] 7.00 · 波动Unstable $10 / $50 1M
6 3 - 10
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1590±24.0
816 票votes 1590.000 [1566.0, 1614.0] 7.00 · 波动Unstable $5 / $30 1.1M
7 6 - 19
claude-opus-4-8-high
Anthropic · Proprietary
1556±18.0
1.3K 票votes 1556.000 [1538.0, 1574.0] 13.00 · 不稳Volatile $2.50 / $12.50 1M
8 4 - 31
deepseek-v4-flash-high
DeepSeek · MIT
1551±43.0Preliminary
214 票votes 1551.000 [1508.0, 1594.0] 27.00 · 不稳Volatile $0.14 / $0.28 1M
9 6 - 23
glm-5.2-max
智谱 ZAI · MIT
1548±21.0
930 票votes 1548.000 [1527.0, 1569.0] 17.00 · 不稳Volatile $1.40 / $4.40 1M
10 7 - 21
claude-opus-4-7-high
Anthropic · Proprietary
1547±15.0
1.8K 票votes 1547.000 [1532.0, 1562.0] 14.00 · 不稳Volatile $2.50 / $12.50 1M
11 7 - 22
claude-opus-4-6-high
Anthropic · Proprietary
1544±15.0
2.0K 票votes 1544.000 [1529.0, 1559.0] 15.00 · 不稳Volatile $2.50 / $12.50 1M
12 4 - 35
muse-spark-1.2 (xHigh)
Meta · Proprietary
1540±47.0
163 票votes 1540.000 [1493.0, 1587.0] 31.00 · 不稳Volatile $1.25 / $4.25 N/A
13 7 - 28
claude-opus-4-7
Anthropic · Proprietary
1536±16.0
1.7K 票votes 1536.000 [1520.0, 1552.0] 21.00 · 不稳Volatile $5 / $25 1M
14 7 - 31
grok-4.5
SpaceXAI · Proprietary
1533±25.0
639 票votes 1533.000 [1508.0, 1558.0] 24.00 · 不稳Volatile $2 / $6 500K
15 7 - 30
claude-opus-4-8
Anthropic · Proprietary
1532±19.0
1.2K 票votes 1532.000 [1513.0, 1551.0] 23.00 · 不稳Volatile $2.50 / $12.50 1M
16 7 - 32
muse-spark-1.1
Meta · Proprietary
1530±26.0Preliminary
606 票votes 1530.000 [1504.0, 1556.0] 25.00 · 不稳Volatile $1.25 / $4.25 N/A
17 7 - 35
gemini-3.6-flash-high
Google · Proprietary
1523±27.0Preliminary
559 票votes 1523.000 [1496.0, 1550.0] 28.00 · 不稳Volatile $0.75 / $3.75 1M
18 9 - 33
claude-opus-4-6
Anthropic · Proprietary
1515±14.0
2.2K 票votes 1515.000 [1501.0, 1529.0] 24.00 · 不稳Volatile $2.50 / $12.50 1M
19 8 - 39
claude-sonnet-5-high
Anthropic · Proprietary
1508±26.0
656 票votes 1508.000 [1482.0, 1534.0] 31.00 · 不稳Volatile $1 / $5 1M
20 11 - 35
claude-sonnet-4-6
Anthropic · Proprietary
1508±14.0
2.3K 票votes 1508.000 [1494.0, 1522.0] 24.00 · 不稳Volatile $1.50 / $7.50 1M
21 8 - 39
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1507±29.0
456 票votes 1507.000 [1478.0, 1536.0] 31.00 · 不稳Volatile $0.20 / $1.20 1M
22 7 - 44
hy3
腾讯 · Apache 2.0
1503±44.0
204 票votes 1503.000 [1459.0, 1547.0] 37.00 · 不稳Volatile $0.13 / $0.53 262.1K
23 11 - 39
seed-2.1-pro-preview
字节跳动 · Proprietary
1502±23.0Preliminary
776 票votes 1502.000 [1479.0, 1525.0] 28.00 · 不稳Volatile N/A N/A
24 11 - 39
glm-5.1
智谱 ZAI · MIT
1501±21.0
951 票votes 1501.000 [1480.0, 1522.0] 28.00 · 不稳Volatile $1.40 / $4.40 202.8K
25 11 - 39
claude-opus-4-5-20251101-high-32k
Anthropic · Proprietary
1500±21.0
1.3K 票votes 1500.000 [1479.0, 1521.0] 28.00 · 不稳Volatile $5 / $25 200K
26 10 - 43
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1498±29.0
486 票votes 1498.000 [1469.0, 1527.0] 33.00 · 不稳Volatile $2 / $12 1M
27 12 - 40
gemini-3.5-flash-medium
Google · Proprietary
1495±21.0
883 票votes 1495.000 [1474.0, 1516.0] 28.00 · 不稳Volatile $0.75 / $4.50 1M
28 7 - 54
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1494±54.0
137 票votes 1494.000 [1440.0, 1548.0] 47.00 · 不稳Volatile $2.50 / $15 1.1M
29 12 - 42
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1493±21.0
946 票votes 1493.000 [1472.0, 1514.0] 30.00 · 不稳Volatile $1.48 / $4.42 1M
30 15 - 39
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1491±16.0
1.6K 票votes 1491.000 [1475.0, 1507.0] 24.00 · 不稳Volatile $5 / $30 N/A
31 11 - 46
gemini-3.5-flash
Google · Proprietary
1486±35.0
350 票votes 1486.000 [1451.0, 1521.0] 35.00 · 不稳Volatile $0.75 / $4.50 1M
32 16 - 43
kimi-k2.6
月之暗面 · Modified MIT
1484±18.0
1.2K 票votes 1484.000 [1466.0, 1502.0] 27.00 · 不稳Volatile $0.95 / $4 262.1K
33 13 - 47
gemini-3.5-flash-high
Google · Proprietary
1481±32.0
380 票votes 1481.000 [1449.0, 1513.0] 34.00 · 不稳Volatile $0.75 / $4.50 1M
34 17 - 44
minimax-m3
MiniMax · MiniMax Community License
1478±19.0
1.2K 票votes 1478.000 [1459.0, 1497.0] 27.00 · 不稳Volatile $0.60 / $2.40 N/A
35 20 - 44
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1476±15.0
1.8K 票votes 1476.000 [1461.0, 1491.0] 24.00 · 不稳Volatile N/A N/A
36 20 - 44
mimo-v2.5-pro
小米 · MIT
1472±16.0
1.6K 票votes 1472.000 [1456.0, 1488.0] 24.00 · 不稳Volatile $0.43 / $0.87 1.1M
37 20 - 59
qwen3.6-max-preview
阿里巴巴 · Proprietary
1458±34.0
341 票votes 1458.000 [1424.0, 1492.0] 39.00 · 不稳Volatile $1.03 / $6.16 262.1K
38 28 - 53
qwen3.6-plus
阿里巴巴 · Proprietary
1456±15.0
1.9K 票votes 1456.000 [1441.0, 1471.0] 25.00 · 不稳Volatile $0.33 / $1.95 1M
39 27 - 54
deepseek-v4-pro-high-preview
DeepSeek · MIT
1456±17.0
1.5K 票votes 1456.000 [1439.0, 1473.0] 27.00 · 不稳Volatile $0.43 / $0.87 1M
40 20 - 66
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1448±37.0
335 票votes 1448.000 [1411.0, 1485.0] 46.00 · 不稳Volatile $1.75 / $14 400K
41 30 - 56
claude-opus-4-5-20251101
Anthropic · Proprietary
1447±18.0
1.6K 票votes 1447.000 [1429.0, 1465.0] 26.00 · 不稳Volatile $5 / $25 200K
42 27 - 62
kimi-k2.7-code
月之暗面 · Modified MIT
1446±27.0
588 票votes 1446.000 [1419.0, 1473.0] 35.00 · 不稳Volatile $0.47 / $2 262.1K
43 34 - 60
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1439±16.0
1.6K 票votes 1439.000 [1423.0, 1455.0] 26.00 · 不稳Volatile N/A N/A
44 17 - 74
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1439±61.0
122 票votes 1439.000 [1378.0, 1500.0] 57.00 · 不稳Volatile $2.50 / $15 1.1M
45 34 - 66
mimo-v2-pro
小米 · Proprietary
1433±22.0
838 票votes 1433.000 [1411.0, 1455.0] 32.00 · 不稳Volatile $1 / $3 1M
46 36 - 62
mimo-v2.5
小米 · MIT
1432±16.0
1.5K 票votes 1432.000 [1416.0, 1448.0] 26.00 · 不稳Volatile $0.14 / $0.28 1.1M
47 36 - 62
gemini-3.1-pro-preview
Google · Proprietary
1432±13.0
2.6K 票votes 1432.000 [1419.0, 1445.0] 26.00 · 不稳Volatile $1 / $6 1M
48 35 - 68
minimax-m2.5
MiniMax · Modified MIT
1430±21.0
934 票votes 1430.000 [1409.0, 1451.0] 33.00 · 不稳Volatile $0.22 / $0.90 204.8K
49 36 - 66
deepseek-v4-pro
DeepSeek · MIT
1427±15.0
1.7K 票votes 1427.000 [1412.0, 1442.0] 30.00 · 不稳Volatile $0.43 / $0.87 1M
50 37 - 65
kimi-k2.5-thinking
月之暗面 · Modified MIT
1426±14.0
2.1K 票votes 1426.000 [1412.0, 1440.0] 28.00 · 不稳Volatile $0.60 / $3 N/A
51 36 - 69
glm-5
智谱 ZAI · MIT
1426±22.0
871 票votes 1426.000 [1404.0, 1448.0] 33.00 · 不稳Volatile $1 / $3.20 202.8K
52 39 - 71
deepseek-v4-flash-high-preview
DeepSeek · MIT
1413±18.0
1.2K 票votes 1413.000 [1395.0, 1431.0] 32.00 · 不稳Volatile $0.14 / $0.28 1M
53 36 - 73
glm-4.7
智谱 ZAI · MIT
1413±32.0
490 票votes 1413.000 [1381.0, 1445.0] 37.00 · 不稳Volatile $0.40 / $1.75 204.8K
54 40 - 73
gemini-3-flash
Google · Proprietary
1404±20.0
1.3K 票votes 1404.000 [1384.0, 1424.0] 33.00 · 不稳Volatile $0.50 / $3 1M
55 26 - 89
gpt-5.2
OpenAI · Proprietary
1402±72.0
110 票votes 1402.000 [1330.0, 1474.0] 63.00 · 不稳Volatile $0.88 / $7 400K
56 36 - 84
gpt-5-medium
OpenAI · Proprietary
1397±45.0
293 票votes 1397.000 [1352.0, 1442.0] 48.00 · 不稳Volatile $0.63 / $5 400K
57 46 - 73
minimax-m2.7
MiniMax · Modified MIT
1396±16.0
1.5K 票votes 1396.000 [1380.0, 1412.0] 27.00 · 不稳Volatile $0.30 / $1.20 204.8K
58 49 - 73
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1395±14.0
2.1K 票votes 1395.000 [1381.0, 1409.0] 24.00 · 不稳Volatile $0.50 / $3.60 262.1K
59 45 - 76
gemini-3-pro
Google · Proprietary
1395±19.0
1.6K 票votes 1395.000 [1376.0, 1414.0] 31.00 · 不稳Volatile $2 / $12 1M
60 40 - 82
gpt-5.1-medium
OpenAI · Proprietary
1394±33.0
498 票votes 1394.000 [1361.0, 1427.0] 42.00 · 不稳Volatile $0.63 / $5 400K
61 39 - 84
gpt-5.4
OpenAI · Proprietary
1392±41.0
221 票votes 1392.000 [1351.0, 1433.0] 45.00 · 不稳Volatile $2.50 / $15 1.1M
62 50 - 77
gpt-5.4-mini-high
OpenAI · Proprietary
1391±17.0
1.4K 票votes 1391.000 [1374.0, 1408.0] 27.00 · 不稳Volatile $0.75 / $4.50 400K
63 42 - 84
kimi-k2.5-instant
月之暗面 · Modified MIT
1390±33.0
401 票votes 1390.000 [1357.0, 1423.0] 42.00 · 不稳Volatile $0.57 / $2.85 262.1K
64 45 - 80
minimax-m2.1-preview
MiniMax · MIT
1390±24.0
897 票votes 1390.000 [1366.0, 1414.0] 35.00 · 不稳Volatile $0.30 / $1.20 204.8K
65 42 - 84
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1389±32.0
428 票votes 1389.000 [1357.0, 1421.0] 42.00 · 不稳Volatile $1.75 / $14 400K
66 40 - 85
glm-5v-turbo
智谱 ZAI · Proprietary
1386±41.0
262 票votes 1386.000 [1345.0, 1427.0] 45.00 · 不稳Volatile $1.20 / $4 202.8K
67 51 - 79
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1384±17.0
1.8K 票votes 1384.000 [1367.0, 1401.0] 28.00 · 不稳Volatile $3 / $15 200K
68 49 - 84
inkling
Thinky · Apache 2.0
1382±28.0
548 票votes 1382.000 [1354.0, 1410.0] 35.00 · 不稳Volatile $0.50 / $2.02 524.3K
69 51 - 83
claude-sonnet-4-5-20250929-high-32k
Anthropic · Proprietary
1377±19.0
1.5K 票votes 1377.000 [1358.0, 1396.0] 32.00 · 不稳Volatile $3 / $15 200K
70 41 - 92
muse-glimmer
Meta · Apache-2.0
1367±56.0
118 票votes 1367.000 [1311.0, 1423.0] 51.00 · 不稳Volatile N/A N/A
71 52 - 87
claude-opus-4-1-20250805
Anthropic · Proprietary
1366±28.0
724 票votes 1366.000 [1338.0, 1394.0] 35.00 · 不稳Volatile $15 / $75 200K
72 57 - 84
gemini-3-flash (thinking-minimal)
Google · Proprietary
1365±13.0
2.6K 票votes 1365.000 [1352.0, 1378.0] 27.00 · 不稳Volatile $0.50 / $3 1M
73 45 - 91
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1363±50.0
174 票votes 1363.000 [1313.0, 1413.0] 46.00 · 不稳Volatile N/A N/A
74 52 - 87
deepseek-v3.2-thinking
DeepSeek · MIT
1362±23.0
846 票votes 1362.000 [1339.0, 1385.0] 35.00 · 不稳Volatile $0.27 / $0.40 163.8K
75 57 - 88
qwen3.5-27b
阿里巴巴 · Apache 2.0
1356±22.0
908 票votes 1356.000 [1334.0, 1378.0] 31.00 · 不稳Volatile $0.20 / $1.56 262.1K
76 58 - 88
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1354±21.0
957 票votes 1354.000 [1333.0, 1375.0] 30.00 · 不稳Volatile $0.29 / $2.40 262.1K
77 56 - 90
laguna-m.1
Poolside · Apache 2.0
1352±27.0
622 票votes 1352.000 [1325.0, 1379.0] 34.00 · 不稳Volatile $0.20 / $0.40 262.1K
78 61 - 88
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1351±15.0
1.9K 票votes 1351.000 [1336.0, 1366.0] 27.00 · 不稳Volatile $1.25 / $2.50 1M
79 59 - 91
mimo-v2-flash (non-thinking)
小米 · MIT
1341±26.0
716 票votes 1341.000 [1315.0, 1367.0] 32.00 · 不稳Volatile $0.10 / $0.30 262.1K
80 63 - 90
grok-4.3
SpaceXAI · Proprietary
1341±17.0
1.5K 票votes 1341.000 [1324.0, 1358.0] 27.00 · 不稳Volatile $1.25 / $2.50 1M
81 61 - 91
gpt-5.2-codex
OpenAI · Proprietary
1341±24.0
837 票votes 1341.000 [1317.0, 1365.0] 30.00 · 不稳Volatile $1.75 / $14 400K
82 62 - 91
gpt-5.1
OpenAI · Proprietary
1340±21.0
1.2K 票votes 1340.000 [1319.0, 1361.0] 29.00 · 不稳Volatile $0.63 / $5 400K
83 60 - 92
glm-4.6
智谱 ZAI · MIT
1339±28.0
685 票votes 1339.000 [1311.0, 1367.0] 32.00 · 不稳Volatile $0.50 / $2 204.8K
84 69 - 92
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1327±18.0
1.5K 票votes 1327.000 [1309.0, 1345.0] 23.00 · 不稳Volatile $1.15 / $8 262.1K
85 70 - 93
gemma-4-31b
Google · Apache 2.0
1320±24.0
797 票votes 1320.000 [1296.0, 1344.0] 23.00 · 不稳Volatile $0.14 / $0.40 262.1K
86 59 - 101
gemma-4-26b-a4b
Google · Apache 2.0
1318±54.0
146 票votes 1318.000 [1264.0, 1372.0] 42.00 · 不稳Volatile N/A N/A
87 75 - 92
claude-haiku-4-5-20251001
Anthropic · Proprietary
1318±12.0
2.9K 票votes 1318.000 [1306.0, 1330.0] 17.00 · 不稳Volatile $1 / $5 200K
88 70 - 98
gpt-5.1-codex
OpenAI · Proprietary
1308±33.0
525 票votes 1308.000 [1275.0, 1341.0] 28.00 · 不稳Volatile $1.25 / $10 400K
89 76 - 94
deepseek-v3.2
DeepSeek · MIT
1308±20.0
1.1K 票votes 1308.000 [1288.0, 1328.0] 18.00 · 不稳Volatile $0.27 / $0.40 163.8K
90 78 - 98
minimax-m2
MiniMax · Apache 2.0
1297±27.0
690 票votes 1297.000 [1270.0, 1324.0] 20.00 · 不稳Volatile $0.26 / $1.02 204.8K
91 72 - 102
mistral-medium-3.5
Mistral · Modified MIT
1295±41.0
261 票votes 1295.000 [1254.0, 1336.0] 30.00 · 不稳Volatile $1.50 / $7.50 262.1K
92 82 - 102
laguna-xs.2
Poolside · Apache 2.0
1283±30.0
502 票votes 1283.000 [1253.0, 1313.0] 20.00 · 不稳Volatile $0.10 / $0.20 262.1K
93 88 - 104
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1261±19.0
1.4K 票votes 1261.000 [1242.0, 1280.0] 16.00 · 不稳Volatile $0.40 / $1.60 262.1K
94 88 - 106
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1252±27.0
686 票votes 1252.000 [1225.0, 1279.0] 18.00 · 不稳Volatile $0.20 / $0.50 2M
95 87 - 106
mimo-v2-flash (thinking)
小米 · MIT
1244±48.0
205 票votes 1244.000 [1196.0, 1292.0] 19.00 · 不稳Volatile $0.10 / $0.30 262.1K
96 88 - 106
deepseek-v3.2-exp
DeepSeek · MIT
1240±37.0
406 票votes 1240.000 [1203.0, 1277.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
97 91 - 106
gemini-3.1-flash-lite-preview
Google · Proprietary
1240±17.0
1.8K 票votes 1240.000 [1223.0, 1257.0] 15.00 · 不稳Volatile $0.25 / $1.50 1M
98 88 - 106
gemini-2.5-pro
Google · Proprietary
1236±46.0
275 票votes 1236.000 [1190.0, 1282.0] 18.00 · 不稳Volatile $0.63 / $5 1M
99 86 - 107
grok-4.1-thinking
SpaceXAI · Proprietary
1227±74.0
111 票votes 1227.000 [1153.0, 1301.0] 21.00 · 不稳Volatile N/A N/A
100 90 - 107
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1216±50.0
190 票votes 1216.000 [1166.0, 1266.0] 17.00 · 不稳Volatile $0.14 / $1 262.1K
101 90 - 107
gpt-5.1-codex-mini
OpenAI · Proprietary
1200±67.0
122 票votes 1200.000 [1133.0, 1267.0] 17.00 · 不稳Volatile $0.25 / $2 400K
102 90 - 107
trinity-large-thinking
· Apache 2.0
1199±66.0
124 票votes 1199.000 [1133.0, 1265.0] 17.00 · 不稳Volatile $0.22 / $0.85 262.1K
103 93 - 107
qwen3.5-flash
阿里巴巴 · Proprietary
1189±56.0
169 票votes 1189.000 [1133.0, 1245.0] 14.00 · 不稳Volatile N/A N/A
104 93 - 107
KAT-Coder-Pro-V1
· Proprietary
1174±77.0
136 票votes 1174.000 [1097.0, 1251.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
105 94 - 107
devstral-2
Mistral · Modified MIT
1166±62.0
136 票votes 1166.000 [1104.0, 1228.0] 13.00 · 不稳Volatile N/A N/A
106 94 - 107
grok-code-fast-1
SpaceXAI · Proprietary
1165±75.0
92 票votes 1165.000 [1090.0, 1240.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
107 99 - 107
granite-4.1-8b
IBM · Apache 2.0
1132±57.0
206 票votes 1132.000 [1075.0, 1189.0] 8.00 · 波动Unstable $0.05 / $0.10 131.1K
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