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
kimi-k3
月之暗面 · Proprietary
1605±33.0Preliminary
403 票votes 1605.000 [1572.0, 1638.0] 2.00 · 稳定Stable $3 / $15 1M
🥈 1 - 6
claude-fable-5
Anthropic · Proprietary
1573±26.0
566 票votes 1573.000 [1547.0, 1599.0] 5.00 · 波动Unstable $10 / $50 1M
🥉 1 - 6
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1564±22.0
869 票votes 1564.000 [1542.0, 1586.0] 5.00 · 波动Unstable $5 / $30 1.1M
4 2 - 16
muse-spark-1.1
Meta · Proprietary
1547±24.0Preliminary
645 票votes 1547.000 [1523.0, 1571.0] 14.00 · 不稳Volatile $1.25 / $4.25 N/A
5 2 - 15
glm-5.2 (max)
智谱 ZAI · MIT
1543±16.0
1.5K 票votes 1543.000 [1527.0, 1559.0] 13.00 · 不稳Volatile $1.40 / $4.40 1M
6 4 - 17
claude-opus-4-7-thinking
Anthropic · Proprietary
1530±11.0
3.2K 票votes 1530.000 [1519.0, 1541.0] 13.00 · 不稳Volatile $5 / $25 1M
7 2 - 20
grok-4.5
SpaceXAI · Proprietary
1528±23.0
732 票votes 1528.000 [1505.0, 1551.0] 18.00 · 不稳Volatile $2 / $6 500K
8 4 - 18
claude-opus-4-7
Anthropic · Proprietary
1525±12.0
2.9K 票votes 1525.000 [1513.0, 1537.0] 14.00 · 不稳Volatile $5 / $25 1M
9 4 - 19
claude-opus-4-8-thinking
Anthropic · Proprietary
1525±14.0
2.5K 票votes 1525.000 [1511.0, 1539.0] 15.00 · 不稳Volatile $5 / $25 1M
10 4 - 19
claude-sonnet-4-6
Anthropic · Proprietary
1521±9.0
4.8K 票votes 1521.000 [1512.0, 1530.0] 15.00 · 不稳Volatile $3 / $15 1M
11 4 - 19
claude-opus-4-6
Anthropic · Proprietary
1520±10.0
4.1K 票votes 1520.000 [1510.0, 1530.0] 15.00 · 不稳Volatile $5 / $25 1M
12 4 - 22
glm-5.1
智谱 ZAI · MIT
1517±15.0
1.7K 票votes 1517.000 [1502.0, 1532.0] 18.00 · 不稳Volatile $1.40 / $4.40 202.8K
13 5 - 22
claude-opus-4-6-thinking
Anthropic · Proprietary
1515±10.0
3.8K 票votes 1515.000 [1505.0, 1525.0] 17.00 · 不稳Volatile $5 / $25 1M
14 4 - 24
seed-2.1-pro-preview
字节跳动 · Proprietary
1513±19.0Preliminary
1.1K 票votes 1513.000 [1494.0, 1532.0] 20.00 · 不稳Volatile N/A N/A
15 7 - 25
claude-opus-4-8
Anthropic · Proprietary
1502±15.0
1.7K 票votes 1502.000 [1487.0, 1517.0] 18.00 · 不稳Volatile $5 / $25 1M
16 4 - 26
gemini-3.6-flash
Google · Proprietary
1502±28.0Preliminary
465 票votes 1502.000 [1474.0, 1530.0] 22.00 · 不稳Volatile $1.50 / $7.50 1M
17 8 - 25
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1499±14.0Preliminary
2.0K 票votes 1499.000 [1485.0, 1513.0] 17.00 · 不稳Volatile $1.48 / $4.42 1M
18 6 - 25
claude-sonnet-5-high
Anthropic · Proprietary
1498±22.0
753 票votes 1498.000 [1476.0, 1520.0] 19.00 · 不稳Volatile $2 / $10 1M
19 12 - 25
kimi-k2.6
月之暗面 · Modified MIT
1494±12.0
2.9K 票votes 1494.000 [1482.0, 1506.0] 13.00 · 不稳Volatile $0.95 / $4 262.1K
20 12 - 25
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1492±12.0
3.4K 票votes 1492.000 [1480.0, 1504.0] 13.00 · 不稳Volatile $5 / $25 200K
21 4 - 35
hy3
腾讯 · Apache 2.0
1490±43.0
208 票votes 1490.000 [1447.0, 1533.0] 31.00 · 不稳Volatile $0.14 / $0.58 262.1K
22 14 - 26
minimax-m3
MiniMax · MiniMax Community License
1486±14.0
2.0K 票votes 1486.000 [1472.0, 1500.0] 12.00 · 不稳Volatile $0.60 / $2.40 N/A
23 11 - 32
gemini-3.5-flash
Google · Proprietary
1482±24.0
695 票votes 1482.000 [1458.0, 1506.0] 21.00 · 不稳Volatile $1.50 / $9 1M
24 14 - 33
qwen3.6-max-preview
阿里巴巴 · Proprietary
1477±22.0
738 票votes 1477.000 [1455.0, 1499.0] 19.00 · 不稳Volatile $1.04 / $6.24 262.1K
25 15 - 33
gemini-3.5-flash-medium
Google · Proprietary
1473±16.0
1.5K 票votes 1473.000 [1457.0, 1489.0] 18.00 · 不稳Volatile $1.50 / $9 1M
26 20 - 33
mimo-v2.5-pro
小米 · MIT
1463±12.0
2.9K 票votes 1463.000 [1451.0, 1475.0] 13.00 · 不稳Volatile $0.43 / $0.87 1.1M
27 22 - 35
deepseek-v4-pro-thinking
DeepSeek · MIT
1459±12.0
2.6K 票votes 1459.000 [1447.0, 1471.0] 13.00 · 不稳Volatile $0.43 / $0.87 1M
28 22 - 37
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1456±12.0
2.8K 票votes 1456.000 [1444.0, 1468.0] 15.00 · 不稳Volatile $5 / $30 N/A
29 22 - 38
qwen3.6-plus
阿里巴巴 · Proprietary
1450±10.0
3.9K 票votes 1450.000 [1440.0, 1460.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
30 22 - 39
claude-opus-4-5-20251101
Anthropic · Proprietary
1448±11.0
4.0K 票votes 1448.000 [1437.0, 1459.0] 17.00 · 不稳Volatile $5 / $25 200K
31 23 - 40
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1446±11.0
3.6K 票votes 1446.000 [1435.0, 1457.0] 17.00 · 不稳Volatile N/A N/A
32 22 - 46
kimi-k2.7-code
月之暗面 · Modified MIT
1442±18.0
1.2K 票votes 1442.000 [1424.0, 1460.0] 24.00 · 不稳Volatile $0.82 / $3.75 262.1K
33 22 - 46
glm-4.7
智谱 ZAI · MIT
1442±19.0
1.1K 票votes 1442.000 [1423.0, 1461.0] 24.00 · 不稳Volatile $0.40 / $1.75 204.8K
34 26 - 46
mimo-v2.5
小米 · MIT
1436±12.0
2.6K 票votes 1436.000 [1424.0, 1448.0] 20.00 · 不稳Volatile $0.14 / $0.28 1.1M
35 28 - 47
deepseek-v4-pro
DeepSeek · MIT
1434±11.0
3.3K 票votes 1434.000 [1423.0, 1445.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
36 29 - 47
glm-5
智谱 ZAI · MIT
1429±14.0
1.8K 票votes 1429.000 [1415.0, 1443.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
37 30 - 48
mimo-v2-pro
小米 · Proprietary
1426±13.0
2.0K 票votes 1426.000 [1413.0, 1439.0] 18.00 · 不稳Volatile $1 / $3 1M
38 32 - 48
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1423±12.0
2.9K 票votes 1423.000 [1411.0, 1435.0] 16.00 · 不稳Volatile N/A N/A
39 26 - 58
inkling
Thinky · Apache 2.0
1422±27.0
501 票votes 1422.000 [1395.0, 1449.0] 32.00 · 不稳Volatile $1 / $4.05 524.3K
40 32 - 48
kimi-k2.5-thinking
月之暗面 · Modified MIT
1420±10.0
4.1K 票votes 1420.000 [1410.0, 1430.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
41 32 - 49
gemini-3-pro
Google · Proprietary
1420±12.0
4.0K 票votes 1420.000 [1408.0, 1432.0] 17.00 · 不稳Volatile $2 / $12 1M
42 28 - 59
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1415±29.0
415 票votes 1415.000 [1386.0, 1444.0] 31.00 · 不稳Volatile $2.50 / $15 1.1M
43 32 - 55
gemini-3-flash
Google · Proprietary
1413±12.0
3.3K 票votes 1413.000 [1401.0, 1425.0] 23.00 · 不稳Volatile $0.50 / $3 1M
44 31 - 65
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1405±30.0
413 票votes 1405.000 [1375.0, 1435.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
45 37 - 57
gemini-3.1-pro-preview
Google · Proprietary
1405±9.0
5.5K 票votes 1405.000 [1396.0, 1414.0] 20.00 · 不稳Volatile $2 / $12 1M
46 32 - 69
gpt-5.2
OpenAI · Proprietary
1400±31.0
381 票votes 1400.000 [1369.0, 1431.0] 37.00 · 不稳Volatile $1.75 / $14 400K
47 32 - 70
gpt-5.4
OpenAI · Proprietary
1398±34.0
318 票votes 1398.000 [1364.0, 1432.0] 38.00 · 不稳Volatile $2.50 / $15 1.1M
48 41 - 59
minimax-m2.7
MiniMax · Modified MIT
1397±11.0
2.9K 票votes 1397.000 [1386.0, 1408.0] 18.00 · 不稳Volatile $0.25 / $1 204.8K
49 41 - 61
minimax-m2.1-preview
MiniMax · MIT
1395±14.0
2.2K 票votes 1395.000 [1381.0, 1409.0] 20.00 · 不稳Volatile $0.30 / $1.20 204.8K
50 41 - 60
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1392±9.0
4.2K 票votes 1392.000 [1383.0, 1401.0] 19.00 · 不稳Volatile $0.39 / $2.34 262.1K
51 40 - 66
gpt-5.1-medium
OpenAI · Proprietary
1392±18.0
1.3K 票votes 1392.000 [1374.0, 1410.0] 26.00 · 不稳Volatile $1.25 / $10 400K
52 41 - 62
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1391±11.0
3.7K 票votes 1391.000 [1380.0, 1402.0] 21.00 · 不稳Volatile $3 / $15 200K
53 41 - 62
gpt-5.4-mini-high
OpenAI · Proprietary
1391±11.0
3.0K 票votes 1391.000 [1380.0, 1402.0] 21.00 · 不稳Volatile $0.75 / $4.50 400K
54 35 - 74
glm-5v-turbo
智谱 ZAI · Proprietary
1389±34.0
333 票votes 1389.000 [1355.0, 1423.0] 39.00 · 不稳Volatile $1.20 / $4 202.8K
55 41 - 70
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1387±21.0
885 票votes 1387.000 [1366.0, 1408.0] 29.00 · 不稳Volatile $1.75 / $14 400K
56 42 - 64
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1387±10.0
4.4K 票votes 1387.000 [1377.0, 1397.0] 22.00 · 不稳Volatile $3 / $15 200K
57 42 - 69
deepseek-v3.2-thinking
DeepSeek · MIT
1385±15.0
1.8K 票votes 1385.000 [1370.0, 1400.0] 27.00 · 不稳Volatile $0.27 / $0.40 163.8K
58 43 - 69
minimax-m2.5
MiniMax · Modified MIT
1383±13.0
2.2K 票votes 1383.000 [1370.0, 1396.0] 26.00 · 不稳Volatile $0.15 / $0.90 204.8K
59 44 - 76
kimi-k2.5-instant
月之暗面 · Modified MIT
1370±20.0
947 票votes 1370.000 [1350.0, 1390.0] 32.00 · 不稳Volatile $0.57 / $2.85 262.1K
60 52 - 74
gemini-3-flash (thinking-minimal)
Google · Proprietary
1367±8.0
6.1K 票votes 1367.000 [1359.0, 1375.0] 22.00 · 不稳Volatile $0.50 / $3 1M
61 48 - 76
claude-opus-4-1-20250805
Anthropic · Proprietary
1365±16.0
1.8K 票votes 1365.000 [1349.0, 1381.0] 28.00 · 不稳Volatile $15 / $75 200K
62 50 - 76
qwen3.5-27b
阿里巴巴 · Apache 2.0
1364±13.0
2.2K 票votes 1364.000 [1351.0, 1377.0] 26.00 · 不稳Volatile $0.26 / $2.60 262.1K
63 53 - 75
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1363±10.0
4.1K 票votes 1363.000 [1353.0, 1373.0] 22.00 · 不稳Volatile $2 / $6 2M
64 47 - 78
laguna-m.1
Poolside · Apache 2.0
1363±19.0
1.1K 票votes 1363.000 [1344.0, 1382.0] 31.00 · 不稳Volatile $0.20 / $0.40 262.1K
65 53 - 76
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1361±12.0
2.4K 票votes 1361.000 [1349.0, 1373.0] 23.00 · 不稳Volatile $0.26 / $2.08 262.1K
66 46 - 81
gpt-5-medium
OpenAI · Proprietary
1358±25.0
682 票votes 1358.000 [1333.0, 1383.0] 35.00 · 不稳Volatile $1.25 / $10 400K
67 50 - 79
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1358±19.0
1.0K 票votes 1358.000 [1339.0, 1377.0] 29.00 · 不稳Volatile $1.75 / $14 400K
68 53 - 79
glm-4.6
智谱 ZAI · MIT
1356±16.0
1.7K 票votes 1356.000 [1340.0, 1372.0] 26.00 · 不稳Volatile $0.50 / $2 204.8K
69 58 - 79
gpt-5.1
OpenAI · Proprietary
1351±13.0
3.0K 票votes 1351.000 [1338.0, 1364.0] 21.00 · 不稳Volatile $1.25 / $10 400K
70 56 - 81
gpt-5.1-codex
OpenAI · Proprietary
1350±18.0
1.3K 票votes 1350.000 [1332.0, 1368.0] 25.00 · 不稳Volatile $1.25 / $10 400K
71 58 - 81
gpt-5.2-codex
OpenAI · Proprietary
1346±14.0
2.2K 票votes 1346.000 [1332.0, 1360.0] 23.00 · 不稳Volatile $1.75 / $14 400K
72 51 - 83
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1345±31.0
412 票votes 1345.000 [1314.0, 1376.0] 32.00 · 不稳Volatile N/A N/A
73 58 - 82
gemma-4-31b
Google · Apache 2.0
1345±16.0
1.5K 票votes 1345.000 [1329.0, 1361.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
74 60 - 81
grok-4.3
SpaceXAI · Proprietary
1342±12.0
2.6K 票votes 1342.000 [1330.0, 1354.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
75 61 - 83
minimax-m2
MiniMax · Apache 2.0
1336±16.0
1.7K 票votes 1336.000 [1320.0, 1352.0] 22.00 · 不稳Volatile $0.30 / $1.20 204.8K
76 65 - 82
claude-haiku-4-5-20251001
Anthropic · Proprietary
1336±8.0
6.8K 票votes 1336.000 [1328.0, 1344.0] 17.00 · 不稳Volatile $1 / $5 200K
77 58 - 83
gemma-4-26b-a4b
Google · Apache 2.0
1333±30.0
407 票votes 1333.000 [1303.0, 1363.0] 25.00 · 不稳Volatile N/A N/A
78 66 - 83
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±11.0
3.6K 票votes 1332.000 [1321.0, 1343.0] 17.00 · 不稳Volatile $1.15 / $8 262.1K
79 65 - 83
mimo-v2-flash (non-thinking)
小米 · MIT
1331±15.0
1.7K 票votes 1331.000 [1316.0, 1346.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
80 69 - 83
deepseek-v3.2
DeepSeek · MIT
1323±13.0
2.6K 票votes 1323.000 [1310.0, 1336.0] 14.00 · 不稳Volatile $0.27 / $0.40 163.8K
81 69 - 90
KAT-Coder-Pro-V1
· Proprietary
1305±32.0
392 票votes 1305.000 [1273.0, 1337.0] 21.00 · 不稳Volatile $0.21 / $0.83 256K
82 73 - 90
mimo-v2-flash (thinking)
小米 · MIT
1303±26.0
552 票votes 1303.000 [1277.0, 1329.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
83 75 - 90
laguna-xs.2
Poolside · Apache 2.0
1302±20.0
1.1K 票votes 1302.000 [1282.0, 1322.0] 15.00 · 不稳Volatile $0.10 / $0.20 262.1K
84 81 - 91
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1282±11.0
3.6K 票votes 1282.000 [1271.0, 1293.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
85 81 - 93
deepseek-v3.2-exp
DeepSeek · MIT
1276±21.0
957 票votes 1276.000 [1255.0, 1297.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
86 81 - 95
mistral-medium-3.5
Mistral · Modified MIT
1267±26.0
662 票votes 1267.000 [1241.0, 1293.0] 14.00 · 不稳Volatile $1.50 / $7.50 262.1K
87 81 - 95
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1255±28.0
518 票votes 1255.000 [1227.0, 1283.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
88 81 - 96
gpt-5.1-codex-mini
OpenAI · Proprietary
1252±37.0
295 票votes 1252.000 [1215.0, 1289.0] 15.00 · 不稳Volatile $0.25 / $2 400K
89 81 - 97
mistral-large-3
Mistral · Apache 2.0
1249±42.0
226 票votes 1249.000 [1207.0, 1291.0] 16.00 · 不稳Volatile $0.50 / $1.50 N/A
90 81 - 97
grok-4.1-thinking
SpaceXAI · Proprietary
1244±43.0
240 票votes 1244.000 [1201.0, 1287.0] 16.00 · 不稳Volatile N/A N/A
91 84 - 97
trinity-large-thinking
· Apache 2.0
1240±33.0
395 票votes 1240.000 [1207.0, 1273.0] 13.00 · 不稳Volatile $0.25 / $0.80 262.1K
92 86 - 95
gemini-3.1-flash-lite-preview
Google · Proprietary
1238±11.0
3.9K 票votes 1238.000 [1227.0, 1249.0] 9.00 · 波动Unstable $0.25 / $1.50 1M
93 85 - 97
qwen3.5-flash
阿里巴巴 · Proprietary
1237±29.0
506 票votes 1237.000 [1208.0, 1266.0] 12.00 · 不稳Volatile N/A N/A
94 85 - 97
devstral-2
Mistral · Modified MIT
1235±30.0
446 票votes 1235.000 [1205.0, 1265.0] 12.00 · 不稳Volatile N/A N/A
95 86 - 96
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1230±16.0
1.8K 票votes 1230.000 [1214.0, 1246.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
96 91 - 100
granite-4.1-8b
IBM · Apache 2.0
1177±33.0
495 票votes 1177.000 [1144.0, 1210.0] 9.00 · 波动Unstable $0.05 / $0.10 131.1K
97 89 - 101
grok-4-fast-reasoning
SpaceXAI · Proprietary
1176±46.0
220 票votes 1176.000 [1130.0, 1222.0] 12.00 · 不稳Volatile $0.20 / $0.50 2M
98 96 - 101
gemini-2.5-pro
Google · Proprietary
1154±28.0
623 票votes 1154.000 [1126.0, 1182.0] 5.00 · 波动Unstable $1.25 / $10 1M
99 96 - 101
mercury-2
Inception AI · Proprietary
1136±44.0
265 票votes 1136.000 [1092.0, 1180.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
100 96 - 101
grok-code-fast-1
SpaceXAI · Proprietary
1132±51.0
185 票votes 1132.000 [1081.0, 1183.0] 5.00 · 波动Unstable $0.20 / $1.50 N/A
101 97 - 101
devstral-medium-2507
Mistral · Proprietary
1068±63.0
150 票votes 1068.000 [1005.0, 1131.0] 4.00 · 稳定Stable $0.40 / $2 128K
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