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
1730±25.0Preliminary
1.1K 票votes 1730.000 [1705.0, 1755.0] 2.00 · 稳定Stable $3 / $15 1M
🥈 1 - 3
claude-fable-5
Anthropic · Proprietary
1708±18.0
1.9K 票votes 1708.000 [1690.0, 1726.0] 2.00 · 稳定Stable $10 / $50 1M
🥉 1 - 3
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1689±20.0
1.4K 票votes 1689.000 [1669.0, 1709.0] 2.00 · 稳定Stable $5 / $30 1.1M
4 4 - 7
glm-5.2 (max)
智谱 ZAI · MIT
1623±19.0
1.4K 票votes 1623.000 [1604.0, 1642.0] 3.00 · 稳定Stable $1.40 / $4.40 1M
5 4 - 8
claude-opus-4-8-thinking
Anthropic · Proprietary
1618±16.0
1.9K 票votes 1618.000 [1602.0, 1634.0] 4.00 · 稳定Stable $5 / $25 1M
6 4 - 11
claude-opus-4-7-thinking
Anthropic · Proprietary
1598±13.0
2.9K 票votes 1598.000 [1585.0, 1611.0] 7.00 · 波动Unstable $5 / $25 1M
7 6 - 13
claude-opus-4-7
Anthropic · Proprietary
1587±13.0
2.9K 票votes 1587.000 [1574.0, 1600.0] 7.00 · 波动Unstable $5 / $25 1M
8 4 - 15
grok-4.5
SpaceXAI · Proprietary
1587±22.0
903 票votes 1587.000 [1565.0, 1609.0] 11.00 · 波动Unstable $2 / $6 500K
9 6 - 14
claude-opus-4-6-thinking
Anthropic · Proprietary
1585±13.0
3.2K 票votes 1585.000 [1572.0, 1598.0] 8.00 · 波动Unstable $5 / $25 1M
10 5 - 16
claude-sonnet-5-high
Anthropic · Proprietary
1584±21.0
1.1K 票votes 1584.000 [1563.0, 1605.0] 11.00 · 波动Unstable $2 / $10 1M
11 6 - 17
claude-opus-4-8
Anthropic · Proprietary
1577±15.0
2.0K 票votes 1577.000 [1562.0, 1592.0] 11.00 · 波动Unstable $5 / $25 1M
12 7 - 19
claude-opus-4-6
Anthropic · Proprietary
1566±11.0
3.7K 票votes 1566.000 [1555.0, 1577.0] 12.00 · 不稳Volatile $5 / $25 1M
13 9 - 24
glm-5.1
智谱 ZAI · MIT
1554±18.0
1.5K 票votes 1554.000 [1536.0, 1572.0] 15.00 · 不稳Volatile $1.40 / $4.40 202.8K
14 11 - 24
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1550±13.0
2.7K 票votes 1550.000 [1537.0, 1563.0] 13.00 · 不稳Volatile $5 / $30 N/A
15 8 - 26
gemini-3.6-flash
Google · Proprietary
1549±24.0Preliminary
796 票votes 1549.000 [1525.0, 1573.0] 18.00 · 不稳Volatile $1.50 / $7.50 1M
16 7 - 28
hy3
腾讯 · Apache 2.0
1546±32.0
430 票votes 1546.000 [1514.0, 1578.0] 21.00 · 不稳Volatile $0.13 / $0.53 262.1K
17 12 - 24
claude-sonnet-4-6
Anthropic · Proprietary
1546±11.0
4.0K 票votes 1546.000 [1535.0, 1557.0] 12.00 · 不稳Volatile $3 / $15 1M
18 10 - 26
muse-spark-1.1
Meta · Proprietary
1541±23.0Preliminary
802 票votes 1541.000 [1518.0, 1564.0] 16.00 · 不稳Volatile $1.25 / $4.25 N/A
19 12 - 26
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1540±16.0Preliminary
1.8K 票votes 1540.000 [1524.0, 1556.0] 14.00 · 不稳Volatile $1.48 / $4.42 1M
20 13 - 27
seed-2.1-pro-preview
字节跳动 · Proprietary
1536±18.0Preliminary
1.3K 票votes 1536.000 [1518.0, 1554.0] 14.00 · 不稳Volatile N/A N/A
21 13 - 27
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1530±13.0
2.8K 票votes 1530.000 [1517.0, 1543.0] 14.00 · 不稳Volatile N/A N/A
22 13 - 28
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1528±15.0
2.7K 票votes 1528.000 [1513.0, 1543.0] 15.00 · 不稳Volatile $5 / $25 200K
23 13 - 29
gemini-3.5-flash-medium
Google · Proprietary
1521±16.0
1.7K 票votes 1521.000 [1505.0, 1537.0] 16.00 · 不稳Volatile $1.50 / $9 1M
24 16 - 37
qwen3.6-max-preview
阿里巴巴 · Proprietary
1504±28.0
578 票votes 1504.000 [1476.0, 1532.0] 21.00 · 不稳Volatile $1.04 / $6.24 262.1K
25 13 - 41
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1502±42.0
312 票votes 1502.000 [1460.0, 1544.0] 28.00 · 不稳Volatile $2.50 / $15 1.1M
26 21 - 34
kimi-k2.6
月之暗面 · Modified MIT
1500±15.0
2.0K 票votes 1500.000 [1485.0, 1515.0] 13.00 · 不稳Volatile $0.95 / $4 262.1K
27 16 - 38
gemini-3.5-flash
Google · Proprietary
1499±28.0
594 票votes 1499.000 [1471.0, 1527.0] 22.00 · 不稳Volatile $1.50 / $9 1M
28 23 - 34
mimo-v2.5-pro
小米 · MIT
1497±13.0
2.7K 票votes 1497.000 [1484.0, 1510.0] 11.00 · 波动Unstable $0.43 / $0.87 1.1M
29 24 - 38
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1486±13.0
2.6K 票votes 1486.000 [1473.0, 1499.0] 14.00 · 不稳Volatile N/A N/A
30 24 - 39
claude-opus-4-5-20251101
Anthropic · Proprietary
1482±13.0
3.2K 票votes 1482.000 [1469.0, 1495.0] 15.00 · 不稳Volatile $5 / $25 200K
31 24 - 41
kimi-k2.7-code
月之暗面 · Modified MIT
1480±18.0
1.3K 票votes 1480.000 [1462.0, 1498.0] 17.00 · 不稳Volatile $0.78 / $3.50 262.1K
32 24 - 41
minimax-m3
MiniMax · MiniMax Community License
1477±15.0
2.0K 票votes 1477.000 [1462.0, 1492.0] 17.00 · 不稳Volatile $0.60 / $2.40 N/A
33 19 - 50
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1475±43.0
269 票votes 1475.000 [1432.0, 1518.0] 31.00 · 不稳Volatile $2.50 / $15 1.1M
34 24 - 41
deepseek-v4-pro-thinking
DeepSeek · MIT
1473±14.0
2.4K 票votes 1473.000 [1459.0, 1487.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
35 26 - 42
gemini-3.1-pro-preview
Google · Proprietary
1467±10.0
4.2K 票votes 1467.000 [1457.0, 1477.0] 16.00 · 不稳Volatile $2 / $12 1M
36 26 - 42
qwen3.6-plus
阿里巴巴 · Proprietary
1466±12.0
2.9K 票votes 1466.000 [1454.0, 1478.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
37 30 - 47
deepseek-v4-pro
DeepSeek · MIT
1454±14.0
2.3K 票votes 1454.000 [1440.0, 1468.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
38 29 - 47
gemini-3-flash
Google · Proprietary
1454±14.0
2.7K 票votes 1454.000 [1440.0, 1468.0] 18.00 · 不稳Volatile $0.50 / $3 1M
39 30 - 47
gemini-3-pro
Google · Proprietary
1453±14.0
3.7K 票votes 1453.000 [1439.0, 1467.0] 17.00 · 不稳Volatile $2 / $12 1M
40 27 - 54
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1447±28.0
598 票votes 1447.000 [1419.0, 1475.0] 27.00 · 不稳Volatile $1.75 / $14 400K
41 36 - 54
mimo-v2-pro
小米 · Proprietary
1436±17.0
1.5K 票votes 1436.000 [1419.0, 1453.0] 18.00 · 不稳Volatile $1 / $3 1M
42 26 - 63
gpt-5.2
OpenAI · Proprietary
1435±46.0
276 票votes 1435.000 [1389.0, 1481.0] 37.00 · 不稳Volatile $1.75 / $14 400K
43 36 - 54
glm-5
智谱 ZAI · MIT
1434±17.0
1.6K 票votes 1434.000 [1417.0, 1451.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
44 34 - 56
gpt-5-medium
OpenAI · Proprietary
1432±26.0
954 票votes 1432.000 [1406.0, 1458.0] 22.00 · 不稳Volatile $1.25 / $10 400K
45 36 - 55
mimo-v2.5
小米 · MIT
1427±14.0
2.5K 票votes 1427.000 [1413.0, 1441.0] 19.00 · 不稳Volatile $0.14 / $0.28 1.1M
46 39 - 54
kimi-k2.5-thinking
月之暗面 · Modified MIT
1427±11.0
3.8K 票votes 1427.000 [1416.0, 1438.0] 15.00 · 不稳Volatile $0.60 / $3 N/A
47 36 - 56
glm-4.7
智谱 ZAI · MIT
1426±22.0
1.0K 票votes 1426.000 [1404.0, 1448.0] 20.00 · 不稳Volatile $0.40 / $1.75 204.8K
48 39 - 55
gpt-5.4-mini-high
OpenAI · Proprietary
1425±13.0
2.7K 票votes 1425.000 [1412.0, 1438.0] 16.00 · 不稳Volatile $0.75 / $4.50 400K
49 36 - 56
claude-opus-4-1-20250805
Anthropic · Proprietary
1424±17.0
2.0K 票votes 1424.000 [1407.0, 1441.0] 20.00 · 不稳Volatile $15 / $75 200K
50 39 - 64
glm-5v-turbo
智谱 ZAI · Proprietary
1406±29.0
554 票votes 1406.000 [1377.0, 1435.0] 25.00 · 不稳Volatile $1.20 / $4 202.8K
51 44 - 63
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1402±13.0
3.5K 票votes 1402.000 [1389.0, 1415.0] 19.00 · 不稳Volatile $3 / $15 200K
52 40 - 64
kimi-k2.5-instant
月之暗面 · Modified MIT
1401±24.0
735 票votes 1401.000 [1377.0, 1425.0] 24.00 · 不稳Volatile $0.57 / $2.85 262.1K
53 40 - 64
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1401±25.0
719 票votes 1401.000 [1376.0, 1426.0] 24.00 · 不稳Volatile $1.75 / $14 400K
54 40 - 64
gpt-5.1-medium
OpenAI · Proprietary
1401±19.0
1.4K 票votes 1401.000 [1382.0, 1420.0] 24.00 · 不稳Volatile $1.25 / $10 400K
55 46 - 63
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1399±11.0
3.8K 票votes 1399.000 [1388.0, 1410.0] 17.00 · 不稳Volatile $0.39 / $2.34 262.1K
56 49 - 64
gemini-3-flash (thinking-minimal)
Google · Proprietary
1393±9.0
5.0K 票votes 1393.000 [1384.0, 1402.0] 15.00 · 不稳Volatile $0.50 / $3 1M
57 49 - 64
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1391±12.0
4.0K 票votes 1391.000 [1379.0, 1403.0] 15.00 · 不稳Volatile $3 / $15 200K
58 40 - 72
gpt-5.4
OpenAI · Proprietary
1391±37.0
304 票votes 1391.000 [1354.0, 1428.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
59 49 - 66
minimax-m2.5
MiniMax · Modified MIT
1385±17.0
1.6K 票votes 1385.000 [1368.0, 1402.0] 17.00 · 不稳Volatile $0.15 / $0.90 204.8K
60 49 - 65
minimax-m2.7
MiniMax · Modified MIT
1384±13.0
2.8K 票votes 1384.000 [1371.0, 1397.0] 16.00 · 不稳Volatile $0.25 / $1 204.8K
61 49 - 71
inkling
Thinky · Apache 2.0
1379±19.0
1.2K 票votes 1379.000 [1360.0, 1398.0] 22.00 · 不稳Volatile $1 / $4.05 1M
62 52 - 73
minimax-m2.1-preview
MiniMax · MIT
1370±17.0
1.7K 票votes 1370.000 [1353.0, 1387.0] 21.00 · 不稳Volatile $0.30 / $1.20 204.8K
63 49 - 76
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1364±37.0
324 票votes 1364.000 [1327.0, 1401.0] 27.00 · 不稳Volatile N/A N/A
64 58 - 75
grok-4.3
SpaceXAI · Proprietary
1360±14.0
2.4K 票votes 1360.000 [1346.0, 1374.0] 17.00 · 不稳Volatile $1.25 / $2.50 1M
65 49 - 79
gemma-4-26b-a4b
Google · Apache 2.0
1360±43.0
244 票votes 1360.000 [1317.0, 1403.0] 30.00 · 不稳Volatile N/A N/A
66 60 - 75
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1355±12.0
3.1K 票votes 1355.000 [1343.0, 1367.0] 15.00 · 不稳Volatile $2 / $6 2M
67 59 - 76
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1352±16.0
1.7K 票votes 1352.000 [1336.0, 1368.0] 17.00 · 不稳Volatile $0.26 / $2.08 262.1K
68 60 - 76
gpt-5.1
OpenAI · Proprietary
1349±14.0
2.8K 票votes 1349.000 [1335.0, 1363.0] 16.00 · 不稳Volatile $1.25 / $10 400K
69 60 - 76
gemma-4-31b
Google · Apache 2.0
1347±16.0
1.8K 票votes 1347.000 [1331.0, 1363.0] 16.00 · 不稳Volatile $0.14 / $0.40 262.1K
70 60 - 76
qwen3.5-27b
阿里巴巴 · Apache 2.0
1344±17.0
1.6K 票votes 1344.000 [1327.0, 1361.0] 16.00 · 不稳Volatile $0.20 / $1.56 262.1K
71 60 - 76
deepseek-v3.2-thinking
DeepSeek · MIT
1343±18.0
1.6K 票votes 1343.000 [1325.0, 1361.0] 16.00 · 不稳Volatile $0.27 / $0.40 163.8K
72 61 - 79
gpt-5.1-codex
OpenAI · Proprietary
1336±19.0
1.4K 票votes 1336.000 [1317.0, 1355.0] 18.00 · 不稳Volatile $1.25 / $10 400K
73 62 - 79
laguna-m.1
Poolside · Apache 2.0
1334±19.0
1.3K 票votes 1334.000 [1315.0, 1353.0] 17.00 · 不稳Volatile $0.20 / $0.40 262.1K
74 63 - 79
glm-4.6
智谱 ZAI · MIT
1332±17.0
1.9K 票votes 1332.000 [1315.0, 1349.0] 16.00 · 不稳Volatile $0.50 / $2 204.8K
75 63 - 80
gpt-5.2-codex
OpenAI · Proprietary
1328±18.0
1.5K 票votes 1328.000 [1310.0, 1346.0] 17.00 · 不稳Volatile $1.75 / $14 400K
76 65 - 80
mimo-v2-flash (non-thinking)
小米 · MIT
1323±19.0
1.3K 票votes 1323.000 [1304.0, 1342.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
77 71 - 81
claude-haiku-4-5-20251001
Anthropic · Proprietary
1311±10.0
5.9K 票votes 1311.000 [1301.0, 1321.0] 10.00 · 波动Unstable $1 / $5 200K
78 71 - 83
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1310±13.0
3.2K 票votes 1310.000 [1297.0, 1323.0] 12.00 · 不稳Volatile $1.15 / $8 262.1K
79 71 - 88
laguna-xs.2
Poolside · Apache 2.0
1298±23.0
963 票votes 1298.000 [1275.0, 1321.0] 17.00 · 不稳Volatile $0.10 / $0.20 262.1K
80 75 - 87
deepseek-v3.2
DeepSeek · MIT
1297±15.0
2.1K 票votes 1297.000 [1282.0, 1312.0] 12.00 · 不稳Volatile $0.27 / $0.40 163.8K
81 78 - 92
deepseek-v3.2-exp
DeepSeek · MIT
1278±21.0
1.2K 票votes 1278.000 [1257.0, 1299.0] 14.00 · 不稳Volatile $0.27 / $0.41 163.8K
82 79 - 92
minimax-m2
MiniMax · Apache 2.0
1276±17.0
2.0K 票votes 1276.000 [1259.0, 1293.0] 13.00 · 不稳Volatile $0.26 / $1.02 204.8K
83 77 - 96
mimo-v2-flash (thinking)
小米 · MIT
1268±34.0
401 票votes 1268.000 [1234.0, 1302.0] 19.00 · 不稳Volatile $0.10 / $0.30 262.1K
84 81 - 95
gemini-3.1-flash-lite-preview
Google · Proprietary
1262±13.0
3.2K 票votes 1262.000 [1249.0, 1275.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
85 81 - 95
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1258±13.0
3.2K 票votes 1258.000 [1245.0, 1271.0] 14.00 · 不稳Volatile $0.40 / $1.60 262.1K
86 78 - 98
trinity-large-thinking
· Apache 2.0
1256±44.0
283 票votes 1256.000 [1212.0, 1300.0] 20.00 · 不稳Volatile $0.25 / $0.80 262.1K
87 79 - 97
mistral-medium-3.5
Mistral · Modified MIT
1255±35.0
497 票votes 1255.000 [1220.0, 1290.0] 18.00 · 不稳Volatile $1.50 / $7.50 262.1K
88 79 - 97
KAT-Coder-Pro-V1
· Proprietary
1254±31.0
523 票votes 1254.000 [1223.0, 1285.0] 18.00 · 不稳Volatile $0.21 / $0.83 256K
89 79 - 99
gpt-5.1-codex-mini
OpenAI · Proprietary
1248±38.0
359 票votes 1248.000 [1210.0, 1286.0] 20.00 · 不稳Volatile $0.25 / $2 400K
90 81 - 97
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1239±21.0
1.4K 票votes 1239.000 [1218.0, 1260.0] 16.00 · 不稳Volatile $0.20 / $0.50 2M
91 81 - 100
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1234±37.0
357 票votes 1234.000 [1197.0, 1271.0] 19.00 · 不稳Volatile $0.14 / $1 262.1K
92 80 - 100
grok-4.1-thinking
SpaceXAI · Proprietary
1233±43.0
296 票votes 1233.000 [1190.0, 1276.0] 20.00 · 不稳Volatile N/A N/A
93 83 - 100
gemini-2.5-pro
Google · Proprietary
1229±27.0
751 票votes 1229.000 [1202.0, 1256.0] 17.00 · 不稳Volatile $1.25 / $10 1M
94 83 - 100
mistral-large-3
Mistral · Apache 2.0
1210±46.0
236 票votes 1210.000 [1164.0, 1256.0] 17.00 · 不稳Volatile $0.50 / $1.50 N/A
95 83 - 100
mercury-2
Inception AI · Proprietary
1197±55.0
213 票votes 1197.000 [1142.0, 1252.0] 17.00 · 不稳Volatile $0.25 / $0.75 128K
96 85 - 100
qwen3.5-flash
阿里巴巴 · Proprietary
1193±44.0
282 票votes 1193.000 [1149.0, 1237.0] 15.00 · 不稳Volatile N/A N/A
97 86 - 100
granite-4.1-8b
IBM · Apache 2.0
1189±41.0
394 票votes 1189.000 [1148.0, 1230.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
98 90 - 100
devstral-2
Mistral · Modified MIT
1168±43.0
275 票votes 1168.000 [1125.0, 1211.0] 10.00 · 波动Unstable N/A N/A
99 89 - 100
grok-4-fast-reasoning
SpaceXAI · Proprietary
1161±52.0
186 票votes 1161.000 [1109.0, 1213.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
100 91 - 101
grok-code-fast-1
SpaceXAI · Proprietary
1150±56.0
212 票votes 1150.000 [1094.0, 1206.0] 10.00 · 波动Unstable $0.20 / $1.50 N/A
101 100 - 101
devstral-medium-2507
Mistral · Proprietary
1039±64.0
247 票votes 1039.000 [975.0, 1103.0] 1.00 · 稳定Stable $0.40 / $2 128K
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