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
1674±28.0
690 票votes 1674.000 [1646.0, 1702.0] 2.00 · 稳定Stable $10 / $50 1M
🥈 1 - 4
kimi-k3
月之暗面 · Proprietary
1670±38.0Preliminary
373 票votes 1670.000 [1632.0, 1708.0] 3.00 · 稳定Stable $3 / $15 1M
🥉 1 - 5
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1621±30.0
534 票votes 1621.000 [1591.0, 1651.0] 4.00 · 稳定Stable $5 / $30 1.1M
4 2 - 14
grok-4.5
SpaceXAI · Proprietary
1597±39.0
286 票votes 1597.000 [1558.0, 1636.0] 12.00 · 不稳Volatile $2 / $6 500K
5 4 - 19
claude-opus-4-7
Anthropic · Proprietary
1566±18.0
1.3K 票votes 1566.000 [1548.0, 1584.0] 15.00 · 不稳Volatile $5 / $25 1M
6 4 - 19
claude-opus-4-6-thinking
Anthropic · Proprietary
1563±16.0
1.7K 票votes 1563.000 [1547.0, 1579.0] 15.00 · 不稳Volatile $5 / $25 1M
7 3 - 25
gemini-3.6-flash
Google · Proprietary
1560±38.0Preliminary
301 票votes 1560.000 [1522.0, 1598.0] 22.00 · 不稳Volatile $1.50 / $7.50 1M
8 4 - 20
claude-opus-4-7-thinking
Anthropic · Proprietary
1554±17.0
1.4K 票votes 1554.000 [1537.0, 1571.0] 16.00 · 不稳Volatile $5 / $25 1M
9 4 - 22
claude-opus-4-8-thinking
Anthropic · Proprietary
1554±23.0
812 票votes 1554.000 [1531.0, 1577.0] 18.00 · 不稳Volatile $5 / $25 1M
10 4 - 21
claude-opus-4-6
Anthropic · Proprietary
1550±15.0
1.9K 票votes 1550.000 [1535.0, 1565.0] 17.00 · 不稳Volatile $5 / $25 1M
11 4 - 27
glm-5.2 (max)
智谱 ZAI · MIT
1544±25.0
630 票votes 1544.000 [1519.0, 1569.0] 23.00 · 不稳Volatile $1.40 / $4.40 1M
12 5 - 27
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1537±18.0
1.3K 票votes 1537.000 [1519.0, 1555.0] 22.00 · 不稳Volatile N/A N/A
13 4 - 28
glm-5.1
智谱 ZAI · MIT
1537±23.0
795 票votes 1537.000 [1514.0, 1560.0] 24.00 · 不稳Volatile $1.40 / $4.40 202.8K
14 5 - 27
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1536±19.0
1.2K 票votes 1536.000 [1517.0, 1555.0] 22.00 · 不稳Volatile $5 / $30 N/A
15 5 - 28
claude-opus-4-8
Anthropic · Proprietary
1532±20.0
926 票votes 1532.000 [1512.0, 1552.0] 23.00 · 不稳Volatile $5 / $25 1M
16 4 - 31
muse-spark-1.1
Meta · Proprietary
1531±37.0Preliminary
296 票votes 1531.000 [1494.0, 1568.0] 27.00 · 不稳Volatile $1.25 / $4.25 N/A
17 4 - 30
claude-sonnet-5-high
Anthropic · Proprietary
1531±32.0
393 票votes 1531.000 [1499.0, 1563.0] 26.00 · 不稳Volatile $2 / $10 1M
18 5 - 30
gemini-3.5-flash-medium
Google · Proprietary
1528±25.0
659 票votes 1528.000 [1503.0, 1553.0] 25.00 · 不稳Volatile $1.50 / $9 1M
19 5 - 30
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1527±22.0Preliminary
808 票votes 1527.000 [1505.0, 1549.0] 25.00 · 不稳Volatile $1.48 / $4.42 1M
20 7 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1525±14.0
2.1K 票votes 1525.000 [1511.0, 1539.0] 21.00 · 不稳Volatile $3 / $15 1M
21 10 - 30
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1511±12.0
6.0K 票votes 1511.000 [1499.0, 1523.0] 20.00 · 不稳Volatile $5 / $25 200K
22 11 - 33
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1504±18.0
1.3K 票votes 1504.000 [1486.0, 1522.0] 22.00 · 不稳Volatile N/A N/A
23 10 - 39
seed-2.1-pro-preview
字节跳动 · Proprietary
1502±28.0Preliminary
505 票votes 1502.000 [1474.0, 1530.0] 29.00 · 不稳Volatile N/A N/A
24 14 - 37
kimi-k2.6
月之暗面 · Modified MIT
1496±19.0
1.0K 票votes 1496.000 [1477.0, 1515.0] 23.00 · 不稳Volatile $0.95 / $4 262.1K
25 17 - 35
gemini-3.1-pro-preview
Google · Proprietary
1496±14.0
1.9K 票votes 1496.000 [1482.0, 1510.0] 18.00 · 不稳Volatile $2 / $12 1M
26 10 - 41
qwen3.6-max-preview
阿里巴巴 · Proprietary
1494±35.0
318 票votes 1494.000 [1459.0, 1529.0] 31.00 · 不稳Volatile $1.04 / $6.24 262.1K
27 17 - 39
mimo-v2.5-pro
小米 · MIT
1490±18.0
1.2K 票votes 1490.000 [1472.0, 1508.0] 22.00 · 不稳Volatile $0.43 / $0.87 1.1M
28 11 - 46
gemini-3.5-flash
Google · Proprietary
1486±35.0
339 票votes 1486.000 [1451.0, 1521.0] 35.00 · 不稳Volatile $1.50 / $9 1M
29 22 - 39
claude-opus-4-5-20251101
Anthropic · Proprietary
1482±12.0
6.4K 票votes 1482.000 [1470.0, 1494.0] 17.00 · 不稳Volatile $5 / $25 200K
30 9 - 54
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1479±56.0
122 票votes 1479.000 [1423.0, 1535.0] 45.00 · 不稳Volatile $2.50 / $15 1.1M
31 21 - 42
deepseek-v4-pro-thinking
DeepSeek · MIT
1478±19.0
1.1K 票votes 1478.000 [1459.0, 1497.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
32 8 - 60
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1475±62.0
107 票votes 1475.000 [1413.0, 1537.0] 52.00 · 不稳Volatile $2.50 / $15 1.1M
33 24 - 43
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
34 24 - 47
qwen3.6-plus
阿里巴巴 · Proprietary
1465±17.0
1.4K 票votes 1465.000 [1448.0, 1482.0] 23.00 · 不稳Volatile $0.33 / $1.95 1M
35 23 - 51
minimax-m3
MiniMax · MiniMax Community License
1462±21.0
883 票votes 1462.000 [1441.0, 1483.0] 28.00 · 不稳Volatile $0.60 / $2.40 N/A
36 22 - 52
kimi-k2.7-code
月之暗面 · Modified MIT
1461±26.0
579 票votes 1461.000 [1435.0, 1487.0] 30.00 · 不稳Volatile $0.78 / $3.50 262.1K
37 25 - 52
glm-5
智谱 ZAI · MIT
1453±22.0
825 票votes 1453.000 [1431.0, 1475.0] 27.00 · 不稳Volatile $1 / $3.20 202.8K
38 29 - 52
glm-4.7
智谱 ZAI · MIT
1446±14.0
3.7K 票votes 1446.000 [1432.0, 1460.0] 23.00 · 不稳Volatile $0.40 / $1.75 204.8K
39 31 - 52
gemini-3-flash
Google · Proprietary
1444±12.0
7.0K 票votes 1444.000 [1432.0, 1456.0] 21.00 · 不稳Volatile $0.50 / $3 1M
40 28 - 57
mimo-v2-pro
小米 · Proprietary
1440±22.0
793 票votes 1440.000 [1418.0, 1462.0] 29.00 · 不稳Volatile $1 / $3 1M
41 31 - 57
deepseek-v4-pro
DeepSeek · MIT
1435±19.0
1.1K 票votes 1435.000 [1416.0, 1454.0] 26.00 · 不稳Volatile $0.43 / $0.87 1M
42 32 - 55
kimi-k2.5-thinking
月之暗面 · Modified MIT
1435±14.0
2.0K 票votes 1435.000 [1421.0, 1449.0] 23.00 · 不稳Volatile $0.60 / $3 N/A
43 23 - 69
hy3
腾讯 · Apache 2.0
1432±52.0
152 票votes 1432.000 [1380.0, 1484.0] 46.00 · 不稳Volatile $0.13 / $0.53 262.1K
44 31 - 63
gpt-5.2
OpenAI · Proprietary
1430±24.0
1.0K 票votes 1430.000 [1406.0, 1454.0] 32.00 · 不稳Volatile $1.75 / $14 400K
45 28 - 66
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1430±33.0
360 票votes 1430.000 [1397.0, 1463.0] 38.00 · 不稳Volatile $1.75 / $14 400K
46 33 - 60
gpt-5-medium
OpenAI · Proprietary
1429±17.0
3.0K 票votes 1429.000 [1412.0, 1446.0] 27.00 · 不稳Volatile $1.25 / $10 400K
47 33 - 60
gpt-5.4-mini-high
OpenAI · Proprietary
1429±18.0
1.3K 票votes 1429.000 [1411.0, 1447.0] 27.00 · 不稳Volatile $0.75 / $4.50 400K
48 33 - 63
mimo-v2.5
小米 · MIT
1424±19.0
1.1K 票votes 1424.000 [1405.0, 1443.0] 30.00 · 不稳Volatile $0.14 / $0.28 1.1M
49 25 - 71
gpt-5.4
OpenAI · Proprietary
1423±54.0
122 票votes 1423.000 [1369.0, 1477.0] 46.00 · 不稳Volatile $2.50 / $15 1.1M
50 30 - 69
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
51 33 - 66
kimi-k2.5-instant
月之暗面 · Modified MIT
1419±29.0
463 票votes 1419.000 [1390.0, 1448.0] 33.00 · 不稳Volatile $0.57 / $2.85 262.1K
52 34 - 66
minimax-m2.5
MiniMax · Modified MIT
1416±21.0
898 票votes 1416.000 [1395.0, 1437.0] 32.00 · 不稳Volatile $0.15 / $0.90 204.8K
53 38 - 64
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1415±14.0
1.8K 票votes 1415.000 [1401.0, 1429.0] 26.00 · 不稳Volatile $0.39 / $2.34 262.1K
54 42 - 66
minimax-m2.1-preview
MiniMax · MIT
1403±13.0
5.1K 票votes 1403.000 [1390.0, 1416.0] 24.00 · 不稳Volatile $0.30 / $1.20 204.8K
55 40 - 66
minimax-m2.7
MiniMax · Modified MIT
1403±17.0
1.4K 票votes 1403.000 [1386.0, 1420.0] 26.00 · 不稳Volatile $0.25 / $1 204.8K
56 42 - 66
gpt-5.1-medium
OpenAI · Proprietary
1401±13.0
4.7K 票votes 1401.000 [1388.0, 1414.0] 24.00 · 不稳Volatile $1.25 / $10 400K
57 45 - 66
gemini-3-flash (thinking-minimal)
Google · Proprietary
1399±10.0
5.7K 票votes 1399.000 [1389.0, 1409.0] 21.00 · 不稳Volatile $0.50 / $3 1M
58 45 - 66
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1399±11.0
8.8K 票votes 1399.000 [1388.0, 1410.0] 21.00 · 不稳Volatile $3 / $15 200K
59 45 - 66
claude-opus-4-1-20250805
Anthropic · Proprietary
1398±12.0
6.7K 票votes 1398.000 [1386.0, 1410.0] 21.00 · 不稳Volatile $15 / $75 200K
60 42 - 71
qwen3.5-27b
阿里巴巴 · Apache 2.0
1394±21.0
867 票votes 1394.000 [1373.0, 1415.0] 29.00 · 不稳Volatile $0.20 / $1.56 262.1K
61 48 - 69
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1390±11.0
10.1K 票votes 1390.000 [1379.0, 1401.0] 21.00 · 不稳Volatile $3 / $15 200K
62 40 - 77
inkling
Thinky · Apache 2.0
1388±31.0
440 票votes 1388.000 [1357.0, 1419.0] 37.00 · 不稳Volatile $1 / $4.05 1M
63 38 - 81
glm-5v-turbo
智谱 ZAI · Proprietary
1378±51.0
176 票votes 1378.000 [1327.0, 1429.0] 43.00 · 不稳Volatile $1.20 / $4 202.8K
64 48 - 77
gemma-4-31b
Google · Apache 2.0
1378±22.0
811 票votes 1378.000 [1356.0, 1400.0] 29.00 · 不稳Volatile $0.14 / $0.40 262.1K
65 39 - 81
gemma-4-26b-a4b
Google · Apache 2.0
1376±46.0
191 票votes 1376.000 [1330.0, 1422.0] 42.00 · 不稳Volatile N/A N/A
66 57 - 77
deepseek-v3.2-thinking
DeepSeek · MIT
1370±14.0
3.1K 票votes 1370.000 [1356.0, 1384.0] 20.00 · 不稳Volatile $0.27 / $0.40 163.8K
67 57 - 79
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1368±16.0
1.5K 票votes 1368.000 [1352.0, 1384.0] 22.00 · 不稳Volatile $2 / $6 2M
68 57 - 80
grok-4.3
SpaceXAI · Proprietary
1365±20.0
1.1K 票votes 1365.000 [1345.0, 1385.0] 23.00 · 不稳Volatile $1.25 / $2.50 1M
69 60 - 79
gpt-5.1
OpenAI · Proprietary
1364±11.0
7.7K 票votes 1364.000 [1353.0, 1375.0] 19.00 · 不稳Volatile $1.25 / $10 400K
70 47 - 85
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1357±45.0
194 票votes 1357.000 [1312.0, 1402.0] 38.00 · 不稳Volatile N/A N/A
71 60 - 81
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1357±21.0
912 票votes 1357.000 [1336.0, 1378.0] 21.00 · 不稳Volatile $0.26 / $2.08 262.1K
72 62 - 80
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
73 62 - 81
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
74 62 - 81
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
75 62 - 81
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
76 62 - 82
mimo-v2-flash (thinking)
小米 · MIT
1345±23.0
848 票votes 1345.000 [1322.0, 1368.0] 20.00 · 不稳Volatile $0.10 / $0.30 262.1K
77 69 - 85
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
78 65 - 87
laguna-m.1
Poolside · Apache 2.0
1325±28.0
539 票votes 1325.000 [1297.0, 1353.0] 22.00 · 不稳Volatile $0.20 / $0.40 262.1K
79 62 - 91
mistral-medium-3.5
Mistral · Modified MIT
1316±43.0
238 票votes 1316.000 [1273.0, 1359.0] 29.00 · 不稳Volatile $1.50 / $7.50 262.1K
80 75 - 85
claude-haiku-4-5-20251001
Anthropic · Proprietary
1312±10.0
9.7K 票votes 1312.000 [1302.0, 1322.0] 10.00 · 波动Unstable $1 / $5 200K
81 76 - 89
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
82 76 - 89
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
83 67 - 95
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1301±45.0
186 票votes 1301.000 [1256.0, 1346.0] 28.00 · 不稳Volatile $0.14 / $1 262.1K
84 65 - 98
qwen3.5-flash
阿里巴巴 · Proprietary
1293±60.0
121 票votes 1293.000 [1233.0, 1353.0] 33.00 · 不稳Volatile N/A N/A
85 76 - 95
laguna-xs.2
Poolside · Apache 2.0
1288±32.0
447 票votes 1288.000 [1256.0, 1320.0] 19.00 · 不稳Volatile $0.10 / $0.20 262.1K
86 79 - 91
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
87 79 - 93
gemini-3.1-flash-lite-preview
Google · Proprietary
1284±17.0
1.6K 票votes 1284.000 [1267.0, 1301.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
88 80 - 93
deepseek-v3.2-exp
DeepSeek · MIT
1282±15.0
3.8K 票votes 1282.000 [1267.0, 1297.0] 13.00 · 不稳Volatile $0.27 / $0.41 163.8K
89 82 - 97
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
90 82 - 98
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
91 86 - 98
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1253±14.0
4.1K 票votes 1253.000 [1239.0, 1267.0] 12.00 · 不稳Volatile $0.20 / $0.50 2M
92 80 - 100
trinity-large-thinking
· Apache 2.0
1244±51.0
178 票votes 1244.000 [1193.0, 1295.0] 20.00 · 不稳Volatile $0.25 / $0.80 262.1K
93 86 - 98
mistral-large-3
Mistral · Apache 2.0
1239±26.0
808 票votes 1239.000 [1213.0, 1265.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
94 88 - 98
gemini-2.5-pro
Google · Proprietary
1233±17.0
2.7K 票votes 1233.000 [1216.0, 1250.0] 10.00 · 波动Unstable $1.25 / $10 1M
95 84 - 100
granite-4.1-8b
IBM · Apache 2.0
1222±49.0
215 票votes 1222.000 [1173.0, 1271.0] 16.00 · 不稳Volatile $0.05 / $0.10 131.1K
96 88 - 100
grok-4.1-thinking
SpaceXAI · Proprietary
1221±26.0
945 票votes 1221.000 [1195.0, 1247.0] 12.00 · 不稳Volatile N/A N/A
97 89 - 100
devstral-2
Mistral · Modified MIT
1216±24.0
944 票votes 1216.000 [1192.0, 1240.0] 11.00 · 波动Unstable N/A N/A
98 84 - 100
mercury-2
Inception AI · Proprietary
1199±68.0
103 票votes 1199.000 [1131.0, 1267.0] 16.00 · 不稳Volatile $0.25 / $0.75 128K
99 94 - 100
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
100 94 - 100
grok-4-fast-reasoning
SpaceXAI · Proprietary
1168±28.0
730 票votes 1168.000 [1140.0, 1196.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
101 101 - 101
devstral-medium-2507
Mistral · Proprietary
1086±32.0
825 票votes 1086.000 [1054.0, 1118.0] 0.00 · 稳定Stable $0.40 / $2 128K
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