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
1728±26.0
845 票votes 1728.000 [1702.0, 1754.0] 2.00 · 稳定Stable $10 / $50 1M
🥈 1 - 3
kimi-k3
月之暗面 · Proprietary
1712±33.0Preliminary
515 票votes 1712.000 [1679.0, 1745.0] 2.00 · 稳定Stable $3 / $15 1M
🥉 1 - 3
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1684±26.0
735 票votes 1684.000 [1658.0, 1710.0] 2.00 · 稳定Stable $5 / $30 1.1M
4 4 - 8
glm-5.2 (max)
智谱 ZAI · MIT
1622±19.0
1.1K 票votes 1622.000 [1603.0, 1641.0] 4.00 · 稳定Stable $1.40 / $4.40 1M
5 4 - 9
claude-opus-4-8-thinking
Anthropic · Proprietary
1614±16.0
1.6K 票votes 1614.000 [1598.0, 1630.0] 5.00 · 波动Unstable $5 / $25 1M
6 4 - 11
claude-opus-4-7-thinking
Anthropic · Proprietary
1598±13.0
2.6K 票votes 1598.000 [1585.0, 1611.0] 7.00 · 波动Unstable $5 / $25 1M
7 4 - 13
grok-4.5
SpaceXAI · Proprietary
1597±25.0
640 票votes 1597.000 [1572.0, 1622.0] 9.00 · 波动Unstable $2 / $6 500K
8 4 - 14
claude-sonnet-5-high
Anthropic · Proprietary
1591±22.0
856 票votes 1591.000 [1569.0, 1613.0] 10.00 · 波动Unstable $2 / $10 1M
9 5 - 13
claude-opus-4-7
Anthropic · Proprietary
1588±13.0
2.5K 票votes 1588.000 [1575.0, 1601.0] 8.00 · 波动Unstable $5 / $25 1M
10 6 - 14
claude-opus-4-6-thinking
Anthropic · Proprietary
1581±12.0
2.9K 票votes 1581.000 [1569.0, 1593.0] 8.00 · 波动Unstable $5 / $25 1M
11 6 - 21
claude-opus-4-8
Anthropic · Proprietary
1569±16.0
1.7K 票votes 1569.000 [1553.0, 1585.0] 15.00 · 不稳Volatile $5 / $25 1M
12 7 - 16
claude-opus-4-6
Anthropic · Proprietary
1568±11.0
3.5K 票votes 1568.000 [1557.0, 1579.0] 9.00 · 波动Unstable $5 / $25 1M
13 7 - 21
glm-5.1
智谱 ZAI · MIT
1557±18.0
1.3K 票votes 1557.000 [1539.0, 1575.0] 14.00 · 不稳Volatile $1.40 / $4.40 202.8K
14 11 - 23
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1549±13.0
2.4K 票votes 1549.000 [1536.0, 1562.0] 12.00 · 不稳Volatile $5 / $30 N/A
15 11 - 23
seed-2.1-pro-preview
字节跳动 · Proprietary
1547±20.0Preliminary
1.0K 票votes 1547.000 [1527.0, 1567.0] 12.00 · 不稳Volatile N/A N/A
16 12 - 23
claude-sonnet-4-6
Anthropic · Proprietary
1546±11.0
3.7K 票votes 1546.000 [1535.0, 1557.0] 11.00 · 波动Unstable $3 / $15 1M
17 9 - 26
muse-spark-1.1
Meta · Proprietary
1544±26.0Preliminary
580 票votes 1544.000 [1518.0, 1570.0] 17.00 · 不稳Volatile $1.25 / $4.25 N/A
18 12 - 24
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1539±16.0Preliminary
1.5K 票votes 1539.000 [1523.0, 1555.0] 12.00 · 不稳Volatile $1.48 / $4.42 1M
19 12 - 24
gemini-3.5-flash-medium
Google · Proprietary
1538±17.0
1.4K 票votes 1538.000 [1521.0, 1555.0] 12.00 · 不稳Volatile $1.50 / $9 1M
20 12 - 27
gemini-3.5-flash
Google · Proprietary
1527±27.0
560 票votes 1527.000 [1500.0, 1554.0] 15.00 · 不稳Volatile $1.50 / $9 1M
21 14 - 26
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1526±13.0
2.5K 票votes 1526.000 [1513.0, 1539.0] 12.00 · 不稳Volatile N/A N/A
22 14 - 26
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1523±13.0
3.1K 票votes 1523.000 [1510.0, 1536.0] 12.00 · 不稳Volatile $5 / $25 200K
23 12 - 32
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1518±37.0
349 票votes 1518.000 [1481.0, 1555.0] 20.00 · 不稳Volatile $2.50 / $15 1.1M
24 19 - 31
kimi-k2.6
月之暗面 · Modified MIT
1505±14.0
1.9K 票votes 1505.000 [1491.0, 1519.0] 12.00 · 不稳Volatile $0.95 / $4 262.1K
25 17 - 35
qwen3.6-max-preview
阿里巴巴 · Proprietary
1498±26.0
558 票votes 1498.000 [1472.0, 1524.0] 18.00 · 不稳Volatile $1.04 / $6.24 262.1K
26 22 - 32
mimo-v2.5-pro
小米 · MIT
1496±13.0
2.3K 票votes 1496.000 [1483.0, 1509.0] 10.00 · 波动Unstable $0.43 / $0.87 1M
27 23 - 36
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1483±13.0
2.3K 票votes 1483.000 [1470.0, 1496.0] 13.00 · 不稳Volatile N/A N/A
28 19 - 43
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1482±37.0
285 票votes 1482.000 [1445.0, 1519.0] 24.00 · 不稳Volatile $2.50 / $15 1.1M
29 23 - 36
minimax-m3
MiniMax · MiniMax Community License
1481±15.0
1.6K 票votes 1481.000 [1466.0, 1496.0] 13.00 · 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
1476±17.0
1.2K 票votes 1476.000 [1459.0, 1493.0] 16.00 · 不稳Volatile $0.82 / $3.75 262.1K
32 26 - 39
gemini-3.1-pro-preview
Google · Proprietary
1466±10.0
3.9K 票votes 1466.000 [1456.0, 1476.0] 13.00 · 不稳Volatile $2 / $12 1M
33 26 - 39
qwen3.6-plus
阿里巴巴 · Proprietary
1466±12.0
2.6K 票votes 1466.000 [1454.0, 1478.0] 13.00 · 不稳Volatile $0.33 / $1.95 1M
34 26 - 43
deepseek-v4-pro-thinking
DeepSeek · MIT
1459±14.0
2.1K 票votes 1459.000 [1445.0, 1473.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
35 27 - 43
deepseek-v4-pro
DeepSeek · MIT
1457±14.0
2.0K 票votes 1457.000 [1443.0, 1471.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
36 30 - 43
gemini-3-pro
Google · Proprietary
1452±12.0
4.3K 票votes 1452.000 [1440.0, 1464.0] 13.00 · 不稳Volatile $2 / $12 1M
37 30 - 43
gemini-3-flash
Google · Proprietary
1452±13.0
3.2K 票votes 1452.000 [1439.0, 1465.0] 13.00 · 不稳Volatile $0.50 / $3 1M
38 24 - 53
gpt-5.2
OpenAI · Proprietary
1448±36.0
340 票votes 1448.000 [1412.0, 1484.0] 29.00 · 不稳Volatile $1.75 / $14 400K
39 30 - 53
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1440±24.0
666 票votes 1440.000 [1416.0, 1464.0] 23.00 · 不稳Volatile $1.75 / $14 400K
40 33 - 52
glm-5
智谱 ZAI · MIT
1433±15.0
1.7K 票votes 1433.000 [1418.0, 1448.0] 19.00 · 不稳Volatile $1 / $3.20 202.8K
41 33 - 53
mimo-v2-pro
小米 · Proprietary
1431±16.0
1.5K 票votes 1431.000 [1415.0, 1447.0] 20.00 · 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 33 - 55
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
gpt-5.4-mini-high
OpenAI · Proprietary
1423±13.0
2.4K 票votes 1423.000 [1410.0, 1436.0] 15.00 · 不稳Volatile $0.75 / $4.50 400K
45 38 - 53
kimi-k2.5-thinking
月之暗面 · Modified MIT
1423±10.0
3.6K 票votes 1423.000 [1413.0, 1433.0] 15.00 · 不稳Volatile $0.60 / $3 N/A
46 38 - 54
mimo-v2.5
小米 · MIT
1421±14.0
2.2K 票votes 1421.000 [1407.0, 1435.0] 16.00 · 不稳Volatile $0.14 / $0.28 1M
47 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
48 38 - 62
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1404±23.0
715 票votes 1404.000 [1381.0, 1427.0] 24.00 · 不稳Volatile $1.75 / $14 400K
49 38 - 64
glm-5v-turbo
智谱 ZAI · Proprietary
1403±36.0
314 票votes 1403.000 [1367.0, 1439.0] 26.00 · 不稳Volatile $1.20 / $4 202.8K
50 39 - 62
gpt-5.1-medium
OpenAI · Proprietary
1401±16.0
1.7K 票votes 1401.000 [1385.0, 1417.0] 23.00 · 不稳Volatile $1.25 / $10 400K
51 38 - 62
kimi-k2.5-instant
月之暗面 · Modified MIT
1399±21.0
829 票votes 1399.000 [1378.0, 1420.0] 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
1395±10.0
3.6K 票votes 1395.000 [1385.0, 1405.0] 16.00 · 不稳Volatile $0.39 / $2.34 262.1K
53 38 - 64
inkling
Thinky · Apache 2.0
1394±26.0
573 票votes 1394.000 [1368.0, 1420.0] 26.00 · 不稳Volatile $1 / $4.05 1M
54 47 - 62
gemini-3-flash (thinking-minimal)
Google · Proprietary
1394±9.0
5.0K 票votes 1394.000 [1385.0, 1403.0] 15.00 · 不稳Volatile $0.50 / $3 1M
55 47 - 62
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1393±11.0
4.0K 票votes 1393.000 [1382.0, 1404.0] 15.00 · 不稳Volatile $3 / $15 200K
56 38 - 71
gpt-5.4
OpenAI · Proprietary
1392±39.0
241 票votes 1392.000 [1353.0, 1431.0] 33.00 · 不稳Volatile $2.50 / $15 1.1M
57 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
58 47 - 63
minimax-m2.7
MiniMax · Modified MIT
1386±12.0
2.5K 票votes 1386.000 [1374.0, 1398.0] 16.00 · 不稳Volatile $0.25 / $1 204.8K
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 - 68
minimax-m2.5
MiniMax · Modified MIT
1375±15.0
1.6K 票votes 1375.000 [1360.0, 1390.0] 20.00 · 不稳Volatile $0.15 / $0.90 204.8K
61 45 - 74
gemma-4-26b-a4b
Google · Apache 2.0
1370±39.0
243 票votes 1370.000 [1331.0, 1409.0] 29.00 · 不稳Volatile N/A N/A
62 54 - 71
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1366±12.0
2.8K 票votes 1366.000 [1354.0, 1378.0] 17.00 · 不稳Volatile $2 / $6 2M
63 47 - 74
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1365±34.0
316 票votes 1365.000 [1331.0, 1399.0] 27.00 · 不稳Volatile N/A N/A
64 56 - 73
grok-4.3
SpaceXAI · Proprietary
1358±14.0
2.0K 票votes 1358.000 [1344.0, 1372.0] 17.00 · 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
1352±14.0
1.8K 票votes 1352.000 [1338.0, 1366.0] 15.00 · 不稳Volatile $0.26 / $2.08 262.1K
67 59 - 74
gpt-5.1-codex
OpenAI · Proprietary
1347±16.0
1.7K 票votes 1347.000 [1331.0, 1363.0] 15.00 · 不稳Volatile $1.25 / $10 400K
68 59 - 74
glm-4.6
智谱 ZAI · MIT
1346±15.0
2.2K 票votes 1346.000 [1331.0, 1361.0] 15.00 · 不稳Volatile $0.50 / $2 202.8K
69 60 - 74
deepseek-v3.2-thinking
DeepSeek · MIT
1345±15.0
1.8K 票votes 1345.000 [1330.0, 1360.0] 14.00 · 不稳Volatile $0.27 / $0.40 163.8K
70 60 - 74
gemma-4-31b
Google · Apache 2.0
1344±16.0
1.6K 票votes 1344.000 [1328.0, 1360.0] 14.00 · 不稳Volatile $0.14 / $0.40 262.1K
71 60 - 75
laguna-m.1
Poolside · Apache 2.0
1338±20.0
1.0K 票votes 1338.000 [1318.0, 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
1336±16.0
1.6K 票votes 1336.000 [1320.0, 1352.0] 13.00 · 不稳Volatile $0.26 / $2.60 262.1K
73 62 - 75
mimo-v2-flash (non-thinking)
小米 · MIT
1333±16.0
1.5K 票votes 1333.000 [1317.0, 1349.0] 13.00 · 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
1314±11.0
3.7K 票votes 1314.000 [1303.0, 1325.0] 8.00 · 波动Unstable $1.15 / $8 262.1K
76 74 - 80
claude-haiku-4-5-20251001
Anthropic · Proprietary
1308±9.0
6.2K 票votes 1308.000 [1299.0, 1317.0] 6.00 · 波动Unstable $1 / $5 200K
77 74 - 83
deepseek-v3.2
DeepSeek · MIT
1300±13.0
2.4K 票votes 1300.000 [1287.0, 1313.0] 9.00 · 波动Unstable $0.27 / $0.40 163.8K
78 74 - 89
mimo-v2-flash (thinking)
小米 · MIT
1284±28.0
471 票votes 1284.000 [1256.0, 1312.0] 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 $0.26 / $1.02 204.8K
81 77 - 89
deepseek-v3.2-exp
DeepSeek · MIT
1276±18.0
1.4K 票votes 1276.000 [1258.0, 1294.0] 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
1257±31.0
502 票votes 1257.000 [1226.0, 1288.0] 17.00 · 不稳Volatile $1.50 / $7.50 262.1K
86 78 - 95
gpt-5.1-codex-mini
OpenAI · Proprietary
1245±31.0
408 票votes 1245.000 [1214.0, 1276.0] 17.00 · 不稳Volatile $0.25 / $2 400K
87 79 - 95
KAT-Coder-Pro-V1
· Proprietary
1239±25.0
614 票votes 1239.000 [1214.0, 1264.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
88 82 - 95
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1239±17.0
1.6K 票votes 1239.000 [1222.0, 1256.0] 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
1215±36.0
401 票votes 1215.000 [1179.0, 1251.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
92 83 - 97
mistral-large-3
Mistral · Apache 2.0
1209±37.0
269 票votes 1209.000 [1172.0, 1246.0] 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
861 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
1185±49.0
210 票votes 1185.000 [1136.0, 1234.0] 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
1121±42.0
259 票votes 1121.000 [1079.0, 1163.0] 4.00 · 稳定Stable $0.20 / $1.50 N/A
99 97 - 99
devstral-medium-2507
Mistral · Proprietary
1079±42.0
285 票votes 1079.000 [1037.0, 1121.0] 2.00 · 稳定Stable $0.40 / $2 128K
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