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 - 1
kimi-k3
月之暗面 · Proprietary
1712±33.0Preliminary
519 票votes 1712.000 [1679.0, 1745.0] 0.00 · 稳定Stable $3 / $15 1M
🥈 2 - 4
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1643±20.0
1.1K 票votes 1643.000 [1623.0, 1663.0] 2.00 · 稳定Stable $5 / $30 1.1M
🥉 2 - 4
claude-fable-5
Anthropic · Proprietary
1621±24.0
761 票votes 1621.000 [1597.0, 1645.0] 2.00 · 稳定Stable $10 / $50 1M
4 2 - 4
glm-5.2 (max)
智谱 ZAI · MIT
1618±17.0
1.5K 票votes 1618.000 [1601.0, 1635.0] 2.00 · 稳定Stable $1.40 / $4.40 1M
5 5 - 13
claude-opus-4-7-thinking
Anthropic · Proprietary
1565±11.0
3.3K 票votes 1565.000 [1554.0, 1576.0] 8.00 · 波动Unstable $5 / $25 1M
6 5 - 13
claude-opus-4-8-thinking
Anthropic · Proprietary
1563±14.0
2.1K 票votes 1563.000 [1549.0, 1577.0] 8.00 · 波动Unstable $5 / $25 1M
7 5 - 13
claude-opus-4-7
Anthropic · Proprietary
1560±12.0
3.2K 票votes 1560.000 [1548.0, 1572.0] 8.00 · 波动Unstable $5 / $25 1M
8 5 - 19
claude-sonnet-5-high
Anthropic · Proprietary
1558±20.0
998 票votes 1558.000 [1538.0, 1578.0] 14.00 · 不稳Volatile $2 / $10 1M
9 5 - 21
grok-4.5
SpaceXAI · Proprietary
1543±22.0
781 票votes 1543.000 [1521.0, 1565.0] 16.00 · 不稳Volatile $2 / $6 500K
10 5 - 21
seed-2.1-pro-preview
字节跳动 · Proprietary
1540±17.0Preliminary
1.3K 票votes 1540.000 [1523.0, 1557.0] 16.00 · 不稳Volatile N/A N/A
11 5 - 23
gemini-3.6-flash
Google · Proprietary
1539±26.0Preliminary
594 票votes 1539.000 [1513.0, 1565.0] 18.00 · 不稳Volatile $1.50 / $7.50 1M
12 8 - 20
claude-opus-4-6-thinking
Anthropic · Proprietary
1538±10.0
4.0K 票votes 1538.000 [1528.0, 1548.0] 12.00 · 不稳Volatile $5 / $25 1M
13 5 - 23
muse-spark-1.1
Meta · Proprietary
1533±23.0Preliminary
746 票votes 1533.000 [1510.0, 1556.0] 18.00 · 不稳Volatile $1.25 / $4.25 N/A
14 5 - 25
hy3
腾讯 · Apache 2.0
1533±33.0
352 票votes 1533.000 [1500.0, 1566.0] 20.00 · 不稳Volatile $0.14 / $0.58 262.1K
15 8 - 22
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1530±14.0Preliminary
2.1K 票votes 1530.000 [1516.0, 1544.0] 14.00 · 不稳Volatile $1.48 / $4.42 1M
16 8 - 22
claude-opus-4-8
Anthropic · Proprietary
1530±14.0
2.0K 票votes 1530.000 [1516.0, 1544.0] 14.00 · 不稳Volatile $5 / $25 1M
17 8 - 22
kimi-k2.6
月之暗面 · Modified MIT
1530±12.0
2.8K 票votes 1530.000 [1518.0, 1542.0] 14.00 · 不稳Volatile $0.95 / $4 262.1K
18 8 - 22
claude-opus-4-6
Anthropic · Proprietary
1529±10.0
4.3K 票votes 1529.000 [1519.0, 1539.0] 14.00 · 不稳Volatile $5 / $25 1M
19 8 - 22
minimax-m3
MiniMax · MiniMax Community License
1529±14.0
2.0K 票votes 1529.000 [1515.0, 1543.0] 14.00 · 不稳Volatile $0.60 / $2.40 N/A
20 9 - 23
claude-sonnet-4-6
Anthropic · Proprietary
1521±9.0
5.0K 票votes 1521.000 [1512.0, 1530.0] 14.00 · 不稳Volatile $3 / $15 1M
21 12 - 28
glm-5.1
智谱 ZAI · MIT
1506±14.0
2.0K 票votes 1506.000 [1492.0, 1520.0] 16.00 · 不稳Volatile $1.40 / $4.40 202.8K
22 10 - 30
kimi-k2.7-code
月之暗面 · Modified MIT
1505±18.0
1.3K 票votes 1505.000 [1487.0, 1523.0] 20.00 · 不稳Volatile $0.82 / $3.75 262.1K
23 20 - 30
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1497±12.0
2.9K 票votes 1497.000 [1485.0, 1509.0] 10.00 · 波动Unstable $5 / $30 N/A
24 17 - 37
gemini-3.5-flash
Google · Proprietary
1491±23.0
744 票votes 1491.000 [1468.0, 1514.0] 20.00 · 不稳Volatile $1.50 / $9 1M
25 21 - 32
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1488±12.0
3.2K 票votes 1488.000 [1476.0, 1500.0] 11.00 · 波动Unstable $5 / $25 200K
26 21 - 34
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1484±11.0
3.2K 票votes 1484.000 [1473.0, 1495.0] 13.00 · 不稳Volatile N/A N/A
27 20 - 42
qwen3.6-max-preview
阿里巴巴 · Proprietary
1480±22.0
834 票votes 1480.000 [1458.0, 1502.0] 22.00 · 不稳Volatile $1.04 / $6.24 262.1K
28 22 - 40
gemini-3.5-flash-medium
Google · Proprietary
1476±15.0
1.6K 票votes 1476.000 [1461.0, 1491.0] 18.00 · 不稳Volatile $1.50 / $9 1M
29 21 - 45
inkling
Thinky · Apache 2.0
1474±21.0
862 票votes 1474.000 [1453.0, 1495.0] 24.00 · 不稳Volatile $1 / $4.05 524.3K
30 24 - 44
mimo-v2.5-pro
小米 · MIT
1465±11.0
3.1K 票votes 1465.000 [1454.0, 1476.0] 20.00 · 不稳Volatile $0.43 / $0.87 1.1M
31 25 - 45
claude-opus-4-5-20251101
Anthropic · Proprietary
1463±11.0
3.9K 票votes 1463.000 [1452.0, 1474.0] 20.00 · 不稳Volatile $5 / $25 200K
32 25 - 46
deepseek-v4-pro-thinking
DeepSeek · MIT
1462±12.0
2.9K 票votes 1462.000 [1450.0, 1474.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
33 26 - 45
gemini-3.1-pro-preview
Google · Proprietary
1460±9.0
5.1K 票votes 1460.000 [1451.0, 1469.0] 19.00 · 不稳Volatile $2 / $12 1M
34 26 - 47
gemini-3-pro
Google · Proprietary
1459±12.0
4.1K 票votes 1459.000 [1447.0, 1471.0] 21.00 · 不稳Volatile $2 / $12 1M
35 22 - 49
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±31.0
413 票votes 1458.000 [1427.0, 1489.0] 27.00 · 不稳Volatile $2.50 / $15 1.1M
36 27 - 47
deepseek-v4-pro
DeepSeek · MIT
1454±12.0
2.9K 票votes 1454.000 [1442.0, 1466.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
37 27 - 48
qwen3.6-plus
阿里巴巴 · Proprietary
1452±11.0
3.6K 票votes 1452.000 [1441.0, 1463.0] 21.00 · 不稳Volatile $0.33 / $1.95 1M
38 26 - 49
glm-4.7
智谱 ZAI · MIT
1451±19.0
1.2K 票votes 1451.000 [1432.0, 1470.0] 23.00 · 不稳Volatile $0.40 / $1.75 204.8K
39 28 - 48
kimi-k2.5-thinking
月之暗面 · Modified MIT
1450±9.0
4.6K 票votes 1450.000 [1441.0, 1459.0] 20.00 · 不稳Volatile $0.60 / $3 N/A
40 27 - 48
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1450±12.0
2.9K 票votes 1450.000 [1438.0, 1462.0] 21.00 · 不稳Volatile N/A N/A
41 28 - 48
gemini-3-flash
Google · Proprietary
1448±12.0
3.3K 票votes 1448.000 [1436.0, 1460.0] 20.00 · 不稳Volatile $0.50 / $3 1M
42 24 - 51
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1447±31.0
399 票votes 1447.000 [1416.0, 1478.0] 27.00 · 不稳Volatile $2.50 / $15 1.1M
43 30 - 49
mimo-v2.5
小米 · MIT
1441±12.0
2.7K 票votes 1441.000 [1429.0, 1453.0] 19.00 · 不稳Volatile $0.14 / $0.28 1.1M
44 29 - 50
kimi-k2.5-instant
月之暗面 · Modified MIT
1438±20.0
961 票votes 1438.000 [1418.0, 1458.0] 21.00 · 不稳Volatile $0.57 / $2.85 262.1K
45 33 - 50
glm-5
智谱 ZAI · MIT
1437±14.0
2.1K 票votes 1437.000 [1423.0, 1451.0] 17.00 · 不稳Volatile $1 / $3.20 202.8K
46 36 - 53
mimo-v2-pro
小米 · Proprietary
1428±14.0
2.1K 票votes 1428.000 [1414.0, 1442.0] 17.00 · 不稳Volatile $1 / $3 1M
47 29 - 58
glm-5v-turbo
智谱 ZAI · Proprietary
1428±30.0
467 票votes 1428.000 [1398.0, 1458.0] 29.00 · 不稳Volatile $1.20 / $4 202.8K
48 34 - 57
gpt-5-medium
OpenAI · Proprietary
1426±23.0
794 票votes 1426.000 [1403.0, 1449.0] 23.00 · 不稳Volatile $1.25 / $10 400K
49 46 - 63
minimax-m2.7
MiniMax · Modified MIT
1405±11.0
3.3K 票votes 1405.000 [1394.0, 1416.0] 17.00 · 不稳Volatile $0.25 / $1 204.8K
50 45 - 65
minimax-m2.1-preview
MiniMax · MIT
1403±14.0
2.4K 票votes 1403.000 [1389.0, 1417.0] 20.00 · 不稳Volatile $0.30 / $1.20 204.8K
51 47 - 65
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1400±10.0
4.1K 票votes 1400.000 [1390.0, 1410.0] 18.00 · 不稳Volatile $2 / $6 2M
52 47 - 65
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1397±9.0
4.3K 票votes 1397.000 [1388.0, 1406.0] 18.00 · 不稳Volatile $0.39 / $2.34 262.1K
53 46 - 69
gpt-5.1-medium
OpenAI · Proprietary
1397±18.0
1.2K 票votes 1397.000 [1379.0, 1415.0] 23.00 · 不稳Volatile $1.25 / $10 400K
54 43 - 72
gemma-4-26b-a4b
Google · Apache 2.0
1396±28.0
523 票votes 1396.000 [1368.0, 1424.0] 29.00 · 不稳Volatile N/A N/A
55 40 - 75
gpt-5.2
OpenAI · Proprietary
1395±39.0
265 票votes 1395.000 [1356.0, 1434.0] 35.00 · 不稳Volatile $1.75 / $14 400K
56 48 - 67
gemini-3-flash (thinking-minimal)
Google · Proprietary
1393±8.0
6.2K 票votes 1393.000 [1385.0, 1401.0] 19.00 · 不稳Volatile $0.50 / $3 1M
57 47 - 67
gpt-5.4-mini-high
OpenAI · Proprietary
1392±11.0
3.2K 票votes 1392.000 [1381.0, 1403.0] 20.00 · 不稳Volatile $0.75 / $4.50 400K
58 47 - 72
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1391±22.0
786 票votes 1391.000 [1369.0, 1413.0] 25.00 · 不稳Volatile $1.75 / $14 400K
59 49 - 70
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1387±11.0
3.7K 票votes 1387.000 [1376.0, 1398.0] 21.00 · 不稳Volatile $3 / $15 200K
60 49 - 70
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±10.0
4.5K 票votes 1386.000 [1376.0, 1396.0] 21.00 · 不稳Volatile $3 / $15 200K
61 49 - 71
minimax-m2.5
MiniMax · Modified MIT
1384±13.0
2.1K 票votes 1384.000 [1371.0, 1397.0] 22.00 · 不稳Volatile $0.15 / $0.90 204.8K
62 49 - 72
gemma-4-31b
Google · Apache 2.0
1383±14.0
2.1K 票votes 1383.000 [1369.0, 1397.0] 23.00 · 不稳Volatile $0.14 / $0.40 262.1K
63 49 - 71
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1382±13.0
2.4K 票votes 1382.000 [1369.0, 1395.0] 22.00 · 不稳Volatile $0.26 / $2.08 262.1K
64 50 - 75
claude-opus-4-1-20250805
Anthropic · Proprietary
1377±15.0
1.8K 票votes 1377.000 [1362.0, 1392.0] 25.00 · 不稳Volatile $15 / $75 200K
65 53 - 75
deepseek-v3.2-thinking
DeepSeek · MIT
1373±13.0
2.2K 票votes 1373.000 [1360.0, 1386.0] 22.00 · 不稳Volatile $0.27 / $0.40 163.8K
66 53 - 75
grok-4.3
SpaceXAI · Proprietary
1373±12.0
2.6K 票votes 1373.000 [1361.0, 1385.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
67 56 - 77
qwen3.5-27b
阿里巴巴 · Apache 2.0
1363±13.0
2.3K 票votes 1363.000 [1350.0, 1376.0] 21.00 · 不稳Volatile $0.26 / $2.60 262.1K
68 55 - 79
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1361±19.0
1.1K 票votes 1361.000 [1342.0, 1380.0] 24.00 · 不稳Volatile $1.75 / $14 400K
69 50 - 82
gpt-5.4
OpenAI · Proprietary
1355±37.0
286 票votes 1355.000 [1318.0, 1392.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
70 58 - 79
gpt-5.1-codex
OpenAI · Proprietary
1354±17.0
1.3K 票votes 1354.000 [1337.0, 1371.0] 21.00 · 不稳Volatile $1.25 / $10 400K
71 63 - 79
gpt-5.2-codex
OpenAI · Proprietary
1352±14.0
2.1K 票votes 1352.000 [1338.0, 1366.0] 16.00 · 不稳Volatile $1.75 / $14 400K
72 63 - 79
glm-4.6
智谱 ZAI · MIT
1352±16.0
1.8K 票votes 1352.000 [1336.0, 1368.0] 16.00 · 不稳Volatile $0.50 / $2 204.8K
73 60 - 80
laguna-m.1
Poolside · Apache 2.0
1351±18.0
1.3K 票votes 1351.000 [1333.0, 1369.0] 20.00 · 不稳Volatile $0.20 / $0.40 262.1K
74 63 - 79
gpt-5.1
OpenAI · Proprietary
1350±12.0
3.0K 票votes 1350.000 [1338.0, 1362.0] 16.00 · 不稳Volatile $1.25 / $10 400K
75 55 - 82
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1349±31.0
423 票votes 1349.000 [1318.0, 1380.0] 27.00 · 不稳Volatile N/A N/A
76 67 - 82
mimo-v2-flash (non-thinking)
小米 · MIT
1340±15.0
1.7K 票votes 1340.000 [1325.0, 1355.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
77 68 - 82
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1335±11.0
3.8K 票votes 1335.000 [1324.0, 1346.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
78 68 - 82
deepseek-v3.2
DeepSeek · MIT
1333±12.0
2.8K 票votes 1333.000 [1321.0, 1345.0] 14.00 · 不稳Volatile $0.27 / $0.40 163.8K
79 67 - 84
mimo-v2-flash (thinking)
小米 · MIT
1329±26.0
564 票votes 1329.000 [1303.0, 1355.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
80 74 - 82
claude-haiku-4-5-20251001
Anthropic · Proprietary
1318±8.0
6.9K 票votes 1318.000 [1310.0, 1326.0] 8.00 · 波动Unstable $1 / $5 200K
81 73 - 89
laguna-xs.2
Poolside · Apache 2.0
1315±20.0
1.1K 票votes 1315.000 [1295.0, 1335.0] 16.00 · 不稳Volatile $0.10 / $0.20 262.1K
82 74 - 87
minimax-m2
MiniMax · Apache 2.0
1314±16.0
1.7K 票votes 1314.000 [1298.0, 1330.0] 13.00 · 不稳Volatile $0.30 / $1.20 204.8K
83 80 - 90
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1296±11.0
3.6K 票votes 1296.000 [1285.0, 1307.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
84 80 - 94
mistral-medium-3.5
Mistral · Modified MIT
1279±26.0
672 票votes 1279.000 [1253.0, 1305.0] 14.00 · 不稳Volatile $1.50 / $7.50 262.1K
85 83 - 94
deepseek-v3.2-exp
DeepSeek · MIT
1274±21.0
930 票votes 1274.000 [1253.0, 1295.0] 11.00 · 波动Unstable $0.27 / $0.41 163.8K
86 81 - 96
KAT-Coder-Pro-V1
· Proprietary
1269±34.0
306 票votes 1269.000 [1235.0, 1303.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
87 81 - 96
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1269±29.0
465 票votes 1269.000 [1240.0, 1298.0] 15.00 · 不稳Volatile $0.14 / $1 262.1K
88 81 - 96
qwen3.5-flash
阿里巴巴 · Proprietary
1267±32.0
423 票votes 1267.000 [1235.0, 1299.0] 15.00 · 不稳Volatile N/A N/A
89 82 - 97
trinity-large-thinking
· Apache 2.0
1263±34.0
407 票votes 1263.000 [1229.0, 1297.0] 15.00 · 不稳Volatile $0.25 / $0.80 262.1K
90 82 - 97
mistral-large-3
Mistral · Apache 2.0
1255±41.0
227 票votes 1255.000 [1214.0, 1296.0] 15.00 · 不稳Volatile $0.50 / $1.50 N/A
91 84 - 96
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1255±16.0
1.7K 票votes 1255.000 [1239.0, 1271.0] 12.00 · 不稳Volatile $0.20 / $0.50 2M
92 84 - 97
gpt-5.1-codex-mini
OpenAI · Proprietary
1246±35.0
332 票votes 1246.000 [1211.0, 1281.0] 13.00 · 不稳Volatile $0.25 / $2 400K
93 84 - 96
gemini-3.1-flash-lite-preview
Google · Proprietary
1244±11.0
4.0K 票votes 1244.000 [1233.0, 1255.0] 12.00 · 不稳Volatile $0.25 / $1.50 1M
94 84 - 97
gemini-2.5-pro
Google · Proprietary
1231±25.0
676 票votes 1231.000 [1206.0, 1256.0] 13.00 · 不稳Volatile $1.25 / $10 1M
95 86 - 99
devstral-2
Mistral · Modified MIT
1216±31.0
445 票votes 1216.000 [1185.0, 1247.0] 13.00 · 不稳Volatile N/A N/A
96 86 - 101
grok-4.1-thinking
SpaceXAI · Proprietary
1201±42.0
239 票votes 1201.000 [1159.0, 1243.0] 15.00 · 不稳Volatile N/A N/A
97 91 - 101
granite-4.1-8b
IBM · Apache 2.0
1201±31.0
573 票votes 1201.000 [1170.0, 1232.0] 10.00 · 波动Unstable $0.05 / $0.10 131.1K
98 95 - 101
grok-4-fast-reasoning
SpaceXAI · Proprietary
1154±50.0
203 票votes 1154.000 [1104.0, 1204.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
99 95 - 101
grok-code-fast-1
SpaceXAI · Proprietary
1142±49.0
203 票votes 1142.000 [1093.0, 1191.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
100 96 - 101
devstral-medium-2507
Mistral · Proprietary
1133±46.0
206 票votes 1133.000 [1087.0, 1179.0] 5.00 · 波动Unstable $0.40 / $2 128K
101 96 - 101
mercury-2
Inception AI · Proprietary
1128±45.0
296 票votes 1128.000 [1083.0, 1173.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
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