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
1729±48.0Preliminary
261 票votes 1729.000 [1681.0, 1777.0] 2.00 · 稳定Stable $3 / $15 1M
🥈 1 - 4
claude-fable-5
Anthropic · Proprietary
1694±37.0
367 票votes 1694.000 [1657.0, 1731.0] 3.00 · 稳定Stable $10 / $50 1M
🥉 1 - 4
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1681±34.0
460 票votes 1681.000 [1647.0, 1715.0] 3.00 · 稳定Stable $5 / $30 1.1M
4 2 - 7
glm-5.2 (max)
智谱 ZAI · MIT
1636±26.0
663 票votes 1636.000 [1610.0, 1662.0] 5.00 · 波动Unstable $1.40 / $4.40 1M
5 4 - 13
grok-4.5
SpaceXAI · Proprietary
1600±32.0
383 票votes 1600.000 [1568.0, 1632.0] 9.00 · 波动Unstable $2 / $6 500K
6 4 - 12
claude-opus-4-8-thinking
Anthropic · Proprietary
1598±22.0
840 票votes 1598.000 [1576.0, 1620.0] 8.00 · 波动Unstable $5 / $25 1M
7 4 - 13
glm-5.1
智谱 ZAI · MIT
1592±25.0
711 票votes 1592.000 [1567.0, 1617.0] 9.00 · 波动Unstable $1.40 / $4.40 202.8K
8 5 - 14
claude-opus-4-7-thinking
Anthropic · Proprietary
1581±17.0
1.4K 票votes 1581.000 [1564.0, 1598.0] 9.00 · 波动Unstable $5 / $25 1M
9 5 - 18
claude-opus-4-7
Anthropic · Proprietary
1575±18.0
1.3K 票votes 1575.000 [1557.0, 1593.0] 13.00 · 不稳Volatile $5 / $25 1M
10 5 - 21
claude-opus-4-8
Anthropic · Proprietary
1564±21.0
835 票votes 1564.000 [1543.0, 1585.0] 16.00 · 不稳Volatile $5 / $25 1M
11 5 - 20
claude-opus-4-6-thinking
Anthropic · Proprietary
1562±15.0
1.8K 票votes 1562.000 [1547.0, 1577.0] 15.00 · 不稳Volatile $5 / $25 1M
12 9 - 23
claude-opus-4-6
Anthropic · Proprietary
1548±15.0
1.9K 票votes 1548.000 [1533.0, 1563.0] 14.00 · 不稳Volatile $5 / $25 1M
13 5 - 25
muse-spark-1.1
Meta · Proprietary
1547±33.0Preliminary
371 票votes 1547.000 [1514.0, 1580.0] 20.00 · 不稳Volatile $1.25 / $4.25 N/A
14 6 - 25
claude-sonnet-5-high
Anthropic · Proprietary
1544±30.0
384 票votes 1544.000 [1514.0, 1574.0] 19.00 · 不稳Volatile $2 / $10 1M
15 9 - 24
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1544±19.0
1.2K 票votes 1544.000 [1525.0, 1563.0] 15.00 · 不稳Volatile $5 / $30 N/A
16 8 - 25
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1542±21.0Preliminary
830 票votes 1542.000 [1521.0, 1563.0] 17.00 · 不稳Volatile $1.48 / $4.42 1M
17 12 - 25
claude-sonnet-4-6
Anthropic · Proprietary
1528±14.0
2.0K 票votes 1528.000 [1514.0, 1542.0] 13.00 · 不稳Volatile $3 / $15 1M
18 9 - 30
qwen3.6-max-preview
阿里巴巴 · Proprietary
1526±35.0
292 票votes 1526.000 [1491.0, 1561.0] 21.00 · 不稳Volatile $1.04 / $6.24 262.1K
19 10 - 29
seed-2.1-pro-preview
字节跳动 · Proprietary
1526±26.0Preliminary
548 票votes 1526.000 [1500.0, 1552.0] 19.00 · 不稳Volatile N/A N/A
20 10 - 29
gemini-3.5-flash-medium
Google · Proprietary
1523±24.0
634 票votes 1523.000 [1499.0, 1547.0] 19.00 · 不稳Volatile $1.50 / $9 1M
21 12 - 26
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1523±17.0
1.3K 票votes 1523.000 [1506.0, 1540.0] 14.00 · 不稳Volatile N/A N/A
22 13 - 30
kimi-k2.6
月之暗面 · Modified MIT
1512±19.0
1.1K 票votes 1512.000 [1493.0, 1531.0] 17.00 · 不稳Volatile $0.95 / $4 262.1K
23 9 - 39
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1511±51.0
166 票votes 1511.000 [1460.0, 1562.0] 30.00 · 不稳Volatile $2.50 / $15 1.1M
24 11 - 35
gemini-3.5-flash
Google · Proprietary
1507±38.0
292 票votes 1507.000 [1469.0, 1545.0] 24.00 · 不稳Volatile $1.50 / $9 1M
25 18 - 35
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1494±16.0
2.1K 票votes 1494.000 [1478.0, 1510.0] 17.00 · 不稳Volatile $5 / $25 200K
26 19 - 38
minimax-m3
MiniMax · MiniMax Community License
1481±21.0
875 票votes 1481.000 [1460.0, 1502.0] 19.00 · 不稳Volatile $0.60 / $2.40 N/A
27 19 - 40
kimi-k2.7-code
月之暗面 · Modified MIT
1479±24.0
624 票votes 1479.000 [1455.0, 1503.0] 21.00 · 不稳Volatile $0.82 / $3.75 262.1K
28 21 - 38
mimo-v2.5-pro
小米 · MIT
1479±17.0
1.3K 票votes 1479.000 [1462.0, 1496.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
29 14 - 49
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1470±52.0
141 票votes 1470.000 [1418.0, 1522.0] 35.00 · 不稳Volatile $2.50 / $15 1.1M
30 23 - 40
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1469±18.0
1.3K 票votes 1469.000 [1451.0, 1487.0] 17.00 · 不稳Volatile N/A N/A
31 23 - 40
gemini-3.1-pro-preview
Google · Proprietary
1468±14.0
2.1K 票votes 1468.000 [1454.0, 1482.0] 17.00 · 不稳Volatile $2 / $12 1M
32 23 - 40
qwen3.6-plus
阿里巴巴 · Proprietary
1468±16.0
1.4K 票votes 1468.000 [1452.0, 1484.0] 17.00 · 不稳Volatile $0.33 / $1.95 1M
33 23 - 40
deepseek-v4-pro-thinking
DeepSeek · MIT
1466±18.0
1.2K 票votes 1466.000 [1448.0, 1484.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
34 23 - 40
claude-opus-4-5-20251101
Anthropic · Proprietary
1464±14.0
2.4K 票votes 1464.000 [1450.0, 1478.0] 17.00 · 不稳Volatile $5 / $25 200K
35 25 - 45
deepseek-v4-pro
DeepSeek · MIT
1451±18.0
1.2K 票votes 1451.000 [1433.0, 1469.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
36 19 - 58
gpt-5.4
OpenAI · Proprietary
1450±55.0
134 票votes 1450.000 [1395.0, 1505.0] 39.00 · 不稳Volatile $2.50 / $15 1.1M
37 27 - 47
gemini-3-pro
Google · Proprietary
1445±14.0
3.2K 票votes 1445.000 [1431.0, 1459.0] 20.00 · 不稳Volatile $2 / $12 1M
38 25 - 49
mimo-v2-pro
小米 · Proprietary
1442±21.0
858 票votes 1442.000 [1421.0, 1463.0] 24.00 · 不稳Volatile $1 / $3 1M
39 28 - 49
glm-5
智谱 ZAI · MIT
1437±20.0
1.0K 票votes 1437.000 [1417.0, 1457.0] 21.00 · 不稳Volatile $1 / $3.20 202.8K
40 34 - 49
gpt-5.4-mini-high
OpenAI · Proprietary
1430±17.0
1.3K 票votes 1430.000 [1413.0, 1447.0] 15.00 · 不稳Volatile $0.75 / $4.50 400K
41 25 - 58
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1430±34.0
359 票votes 1430.000 [1396.0, 1464.0] 33.00 · 不稳Volatile $1.75 / $14 400K
42 34 - 50
kimi-k2.5-thinking
月之暗面 · Modified MIT
1427±14.0
1.9K 票votes 1427.000 [1413.0, 1441.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
43 34 - 52
minimax-m2.5
MiniMax · Modified MIT
1423±18.0
1.2K 票votes 1423.000 [1405.0, 1441.0] 18.00 · 不稳Volatile $0.15 / $0.90 204.8K
44 35 - 54
gemini-3-flash
Google · Proprietary
1417±15.0
2.1K 票votes 1417.000 [1402.0, 1432.0] 19.00 · 不稳Volatile $0.50 / $3 1M
45 35 - 58
mimo-v2.5
小米 · MIT
1414±18.0
1.1K 票votes 1414.000 [1396.0, 1432.0] 23.00 · 不稳Volatile $0.14 / $0.28 1M
46 36 - 60
glm-4.7
智谱 ZAI · MIT
1408±22.0
869 票votes 1408.000 [1386.0, 1430.0] 24.00 · 不稳Volatile $0.40 / $1.75 202.8K
47 34 - 60
inkling
Thinky · Apache 2.0
1407±26.0
525 票votes 1407.000 [1381.0, 1433.0] 26.00 · 不稳Volatile $1 / $4.05 1M
48 34 - 61
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1402±30.0
413 票votes 1402.000 [1372.0, 1432.0] 27.00 · 不稳Volatile $1.75 / $14 400K
49 41 - 60
minimax-m2.7
MiniMax · Modified MIT
1393±16.0
1.4K 票votes 1393.000 [1377.0, 1409.0] 19.00 · 不稳Volatile $0.25 / $1 204.8K
50 42 - 60
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1390±14.0
1.8K 票votes 1390.000 [1376.0, 1404.0] 18.00 · 不稳Volatile $0.39 / $2.34 262.1K
51 42 - 60
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1389±14.0
2.7K 票votes 1389.000 [1375.0, 1403.0] 18.00 · 不稳Volatile $3 / $15 200K
52 36 - 71
glm-5v-turbo
智谱 ZAI · Proprietary
1388±43.0
208 票votes 1388.000 [1345.0, 1431.0] 35.00 · 不稳Volatile $1.20 / $4 202.8K
53 43 - 61
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±13.0
3.1K 票votes 1386.000 [1373.0, 1399.0] 18.00 · 不稳Volatile $3 / $15 200K
54 40 - 64
kimi-k2.5-instant
月之暗面 · Modified MIT
1386±27.0
521 票votes 1386.000 [1359.0, 1413.0] 24.00 · 不稳Volatile $0.57 / $2.85 262.1K
55 43 - 61
gemini-3-flash (thinking-minimal)
Google · Proprietary
1385±12.0
3.0K 票votes 1385.000 [1373.0, 1397.0] 18.00 · 不稳Volatile $0.50 / $3 1M
56 43 - 62
minimax-m2.1-preview
MiniMax · MIT
1382±17.0
1.6K 票votes 1382.000 [1365.0, 1399.0] 19.00 · 不稳Volatile $0.30 / $1.20 204.8K
57 43 - 64
gemma-4-31b
Google · Apache 2.0
1379±21.0
930 票votes 1379.000 [1358.0, 1400.0] 21.00 · 不稳Volatile $0.14 / $0.40 262.1K
58 46 - 65
claude-opus-4-1-20250805
Anthropic · Proprietary
1374±17.0
1.7K 票votes 1374.000 [1357.0, 1391.0] 19.00 · 不稳Volatile $15 / $75 200K
59 41 - 77
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1363±49.0
174 票votes 1363.000 [1314.0, 1412.0] 36.00 · 不稳Volatile N/A N/A
60 51 - 72
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1359±16.0
1.6K 票votes 1359.000 [1343.0, 1375.0] 21.00 · 不稳Volatile $2 / $6 2M
61 46 - 75
gpt-5.2
OpenAI · Proprietary
1356±36.0
302 票votes 1356.000 [1320.0, 1392.0] 29.00 · 不稳Volatile $1.75 / $14 400K
62 54 - 72
grok-4.3
SpaceXAI · Proprietary
1353±19.0
1.1K 票votes 1353.000 [1334.0, 1372.0] 18.00 · 不稳Volatile $1.25 / $2.50 1M
63 55 - 74
deepseek-v3.2-thinking
DeepSeek · MIT
1342±18.0
1.2K 票votes 1342.000 [1324.0, 1360.0] 19.00 · 不稳Volatile $0.27 / $0.40 163.8K
64 58 - 74
glm-4.6
智谱 ZAI · MIT
1340±17.0
1.8K 票votes 1340.000 [1323.0, 1357.0] 16.00 · 不稳Volatile $0.50 / $2 202.8K
65 58 - 77
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1336±20.0
1.0K 票votes 1336.000 [1316.0, 1356.0] 19.00 · 不稳Volatile $0.26 / $2.08 262.1K
66 58 - 77
gpt-5.1-medium
OpenAI · Proprietary
1334±18.0
1.2K 票votes 1334.000 [1316.0, 1352.0] 19.00 · 不稳Volatile $1.25 / $10 400K
67 58 - 77
qwen3.5-27b
阿里巴巴 · Apache 2.0
1334±20.0
979 票votes 1334.000 [1314.0, 1354.0] 19.00 · 不稳Volatile $0.26 / $2.60 262.1K
68 57 - 80
laguna-m.1
Poolside · Apache 2.0
1331±27.0
548 票votes 1331.000 [1304.0, 1358.0] 23.00 · 不稳Volatile $0.20 / $0.40 262.1K
69 58 - 79
gpt-5.2-codex
OpenAI · Proprietary
1327±19.0
1.1K 票votes 1327.000 [1308.0, 1346.0] 21.00 · 不稳Volatile $1.75 / $14 400K
70 59 - 80
mimo-v2-flash (non-thinking)
小米 · MIT
1325±19.0
1.1K 票votes 1325.000 [1306.0, 1344.0] 21.00 · 不稳Volatile $0.10 / $0.30 262.1K
71 61 - 81
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1311±13.0
2.6K 票votes 1311.000 [1298.0, 1324.0] 20.00 · 不稳Volatile $1.15 / $8 262.1K
72 61 - 82
gpt-5-medium
OpenAI · Proprietary
1310±23.0
776 票votes 1310.000 [1287.0, 1333.0] 21.00 · 不稳Volatile $1.25 / $10 400K
73 58 - 86
mistral-medium-3.5
Mistral · Modified MIT
1307±40.0
248 票votes 1307.000 [1267.0, 1347.0] 28.00 · 不稳Volatile $1.50 / $7.50 262.1K
74 63 - 81
gpt-5.1
OpenAI · Proprietary
1306±15.0
2.2K 票votes 1306.000 [1291.0, 1321.0] 18.00 · 不稳Volatile $1.25 / $10 400K
75 55 - 87
gemma-4-26b-a4b
Google · Apache 2.0
1305±54.0
151 票votes 1305.000 [1251.0, 1359.0] 32.00 · 不稳Volatile N/A N/A
76 68 - 82
claude-haiku-4-5-20251001
Anthropic · Proprietary
1298±11.0
4.0K 票votes 1298.000 [1287.0, 1309.0] 14.00 · 不稳Volatile $1 / $5 200K
77 64 - 84
gpt-5.1-codex
OpenAI · Proprietary
1297±19.0
1.2K 票votes 1297.000 [1278.0, 1316.0] 20.00 · 不稳Volatile $1.25 / $10 400K
78 68 - 82
deepseek-v3.2
DeepSeek · MIT
1297±16.0
1.6K 票votes 1297.000 [1281.0, 1313.0] 14.00 · 不稳Volatile $0.27 / $0.40 163.8K
79 71 - 86
deepseek-v3.2-exp
DeepSeek · MIT
1284±20.0
1.1K 票votes 1284.000 [1264.0, 1304.0] 15.00 · 不稳Volatile $0.27 / $0.41 163.8K
80 64 - 88
mimo-v2-flash (thinking)
小米 · MIT
1282±36.0
296 票votes 1282.000 [1246.0, 1318.0] 24.00 · 不稳Volatile $0.10 / $0.30 262.1K
81 69 - 88
laguna-xs.2
Poolside · Apache 2.0
1276±30.0
457 票votes 1276.000 [1246.0, 1306.0] 19.00 · 不稳Volatile $0.10 / $0.20 262.1K
82 76 - 87
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1265±14.0
2.6K 票votes 1265.000 [1251.0, 1279.0] 11.00 · 波动Unstable $0.40 / $1.60 262.1K
83 76 - 88
minimax-m2
MiniMax · Apache 2.0
1263±17.0
1.7K 票votes 1263.000 [1246.0, 1280.0] 12.00 · 不稳Volatile $0.30 / $1.20 204.8K
84 77 - 88
gemini-3.1-flash-lite-preview
Google · Proprietary
1249±17.0
1.6K 票votes 1249.000 [1232.0, 1266.0] 11.00 · 波动Unstable $0.25 / $1.50 1M
85 73 - 93
trinity-large-thinking
· Apache 2.0
1238±50.0
181 票votes 1238.000 [1188.0, 1288.0] 20.00 · 不稳Volatile $0.25 / $0.80 262.1K
86 77 - 94
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1228±42.0
232 票votes 1228.000 [1186.0, 1270.0] 17.00 · 不稳Volatile $0.14 / $1 262.1K
87 79 - 94
mistral-large-3
Mistral · Apache 2.0
1220±44.0
207 票votes 1220.000 [1176.0, 1264.0] 15.00 · 不稳Volatile $0.50 / $1.50 N/A
88 81 - 94
KAT-Coder-Pro-V1
· Proprietary
1214±32.0
408 票votes 1214.000 [1182.0, 1246.0] 13.00 · 不稳Volatile $0.21 / $0.83 256K
89 85 - 94
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1203±20.0
1.1K 票votes 1203.000 [1183.0, 1223.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
90 85 - 96
gpt-5.1-codex-mini
OpenAI · Proprietary
1187±36.0
322 票votes 1187.000 [1151.0, 1223.0] 11.00 · 波动Unstable $0.25 / $2 400K
91 85 - 96
gemini-2.5-pro
Google · Proprietary
1182±25.0
722 票votes 1182.000 [1157.0, 1207.0] 11.00 · 波动Unstable $1.25 / $10 1M
92 85 - 98
qwen3.5-flash
阿里巴巴 · Proprietary
1173±55.0
150 票votes 1173.000 [1118.0, 1228.0] 13.00 · 不稳Volatile N/A N/A
93 85 - 98
granite-4.1-8b
IBM · Apache 2.0
1171±45.0
246 票votes 1171.000 [1126.0, 1216.0] 13.00 · 不稳Volatile $0.05 / $0.10 131.1K
94 86 - 98
devstral-2
Mistral · Modified MIT
1141±46.0
209 票votes 1141.000 [1095.0, 1187.0] 12.00 · 不稳Volatile N/A N/A
95 90 - 98
grok-code-fast-1
SpaceXAI · Proprietary
1127±48.0
209 票votes 1127.000 [1079.0, 1175.0] 8.00 · 波动Unstable $0.20 / $1.50 N/A
96 90 - 98
grok-4-fast-reasoning
SpaceXAI · Proprietary
1116±52.0
181 票votes 1116.000 [1064.0, 1168.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
97 92 - 98
grok-4.1-thinking
SpaceXAI · Proprietary
1094±44.0
236 票votes 1094.000 [1050.0, 1138.0] 6.00 · 波动Unstable N/A N/A
98 92 - 98
devstral-medium-2507
Mistral · Proprietary
1085±46.0
239 票votes 1085.000 [1039.0, 1131.0] 6.00 · 波动Unstable $0.40 / $2 128K
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