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
1733±51.0Preliminary
243 票votes 1733.000 [1682.0, 1784.0] 2.00 · 稳定Stable $3 / $15 1M
🥈 1 - 3
claude-fable-5
Anthropic · Proprietary
1699±40.0
313 票votes 1699.000 [1659.0, 1739.0] 2.00 · 稳定Stable $10 / $50 1M
🥉 1 - 5
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1668±41.0
300 票votes 1668.000 [1627.0, 1709.0] 4.00 · 稳定Stable $5 / $30 1.1M
4 3 - 7
glm-5.2 (max)
智谱 ZAI · MIT
1628±27.0
598 票votes 1628.000 [1601.0, 1655.0] 4.00 · 稳定Stable $1.40 / $4.40 1M
5 3 - 11
grok-4.5
SpaceXAI · Proprietary
1615±38.0
290 票votes 1615.000 [1577.0, 1653.0] 8.00 · 波动Unstable $2 / $6 500K
6 4 - 12
claude-opus-4-8-thinking
Anthropic · Proprietary
1599±23.0
776 票votes 1599.000 [1576.0, 1622.0] 8.00 · 波动Unstable $5 / $25 1M
7 4 - 18
glm-5.1
智谱 ZAI · MIT
1585±26.0
643 票votes 1585.000 [1559.0, 1611.0] 14.00 · 不稳Volatile $1.40 / $4.40 202.8K
8 5 - 14
claude-opus-4-7-thinking
Anthropic · Proprietary
1580±18.0
1.4K 票votes 1580.000 [1562.0, 1598.0] 9.00 · 波动Unstable $5 / $25 1M
9 5 - 17
claude-opus-4-7
Anthropic · Proprietary
1579±18.0
1.3K 票votes 1579.000 [1561.0, 1597.0] 12.00 · 不稳Volatile $5 / $25 1M
10 5 - 21
claude-opus-4-8
Anthropic · Proprietary
1568±22.0
761 票votes 1568.000 [1546.0, 1590.0] 16.00 · 不稳Volatile $5 / $25 1M
11 6 - 20
claude-opus-4-6-thinking
Anthropic · Proprietary
1562±16.0
1.7K 票votes 1562.000 [1546.0, 1578.0] 14.00 · 不稳Volatile $5 / $25 1M
12 5 - 25
muse-spark-1.1
Meta · Proprietary
1549±36.0Preliminary
298 票votes 1549.000 [1513.0, 1585.0] 20.00 · 不稳Volatile $1.25 / $4.25 N/A
13 8 - 23
claude-opus-4-6
Anthropic · Proprietary
1547±15.0
1.9K 票votes 1547.000 [1532.0, 1562.0] 15.00 · 不稳Volatile $5 / $25 1M
14 7 - 24
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1546±22.0Preliminary
769 票votes 1546.000 [1524.0, 1568.0] 17.00 · 不稳Volatile $1.48 / $4.42 1M
15 8 - 24
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1543±19.0
1.1K 票votes 1543.000 [1524.0, 1562.0] 16.00 · 不稳Volatile $5 / $30 N/A
16 7 - 29
claude-sonnet-5-high
Anthropic · Proprietary
1532±33.0
314 票votes 1532.000 [1499.0, 1565.0] 22.00 · 不稳Volatile $2 / $10 1M
17 10 - 28
gemini-3.5-flash-medium
Google · Proprietary
1532±26.0
554 票votes 1532.000 [1506.0, 1558.0] 18.00 · 不稳Volatile $1.50 / $9 1M
18 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
19 10 - 29
seed-2.1-pro-preview
字节跳动 · Proprietary
1527±27.0Preliminary
487 票votes 1527.000 [1500.0, 1554.0] 19.00 · 不稳Volatile N/A N/A
20 12 - 26
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1525±18.0
1.2K 票votes 1525.000 [1507.0, 1543.0] 14.00 · 不稳Volatile N/A N/A
21 9 - 31
qwen3.6-max-preview
阿里巴巴 · Proprietary
1525±35.0
296 票votes 1525.000 [1490.0, 1560.0] 22.00 · 不稳Volatile $1.04 / $6.24 262.1K
22 13 - 30
kimi-k2.6
月之暗面 · Modified MIT
1513±19.0
1.0K 票votes 1513.000 [1494.0, 1532.0] 17.00 · 不稳Volatile $0.95 / $4 262.1K
23 8 - 39
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1510±51.0
166 票votes 1510.000 [1459.0, 1561.0] 31.00 · 不稳Volatile $2.50 / $15 1.1M
24 11 - 36
gemini-3.5-flash
Google · Proprietary
1508±38.0
292 票votes 1508.000 [1470.0, 1546.0] 25.00 · 不稳Volatile $1.50 / $9 1M
25 17 - 35
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1494±16.0
2.1K 票votes 1494.000 [1478.0, 1510.0] 18.00 · 不稳Volatile $5 / $25 200K
26 18 - 38
minimax-m3
MiniMax · MiniMax Community License
1484±22.0
804 票votes 1484.000 [1462.0, 1506.0] 20.00 · 不稳Volatile $0.60 / $2.40 N/A
27 18 - 39
kimi-k2.7-code
月之暗面 · Modified MIT
1482±25.0
601 票votes 1482.000 [1457.0, 1507.0] 21.00 · 不稳Volatile $0.82 / $3.75 262.1K
28 21 - 38
mimo-v2.5-pro
小米 · MIT
1478±18.0
1.2K 票votes 1478.000 [1460.0, 1496.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
29 22 - 40
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1473±18.0
1.2K 票votes 1473.000 [1455.0, 1491.0] 18.00 · 不稳Volatile N/A N/A
30 23 - 40
qwen3.6-plus
阿里巴巴 · Proprietary
1470±17.0
1.3K 票votes 1470.000 [1453.0, 1487.0] 17.00 · 不稳Volatile $0.33 / $1.95 1M
31 15 - 49
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1470±52.0
141 票votes 1470.000 [1418.0, 1522.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
32 23 - 40
deepseek-v4-pro-thinking
DeepSeek · MIT
1469±18.0
1.1K 票votes 1469.000 [1451.0, 1487.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
33 23 - 40
gemini-3.1-pro-preview
Google · Proprietary
1468±14.0
2.0K 票votes 1468.000 [1454.0, 1482.0] 17.00 · 不稳Volatile $2 / $12 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 24 - 44
deepseek-v4-pro
DeepSeek · MIT
1453±19.0
1.1K 票votes 1453.000 [1434.0, 1472.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
36 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
37 25 - 49
mimo-v2-pro
小米 · Proprietary
1442±21.0
859 票votes 1442.000 [1421.0, 1463.0] 24.00 · 不稳Volatile $1 / $3 1M
38 19 - 60
gpt-5.4
OpenAI · Proprietary
1442±59.0
117 票votes 1442.000 [1383.0, 1501.0] 41.00 · 不稳Volatile $2.50 / $15 1.1M
39 29 - 49
glm-5
智谱 ZAI · MIT
1437±20.0
1.0K 票votes 1437.000 [1417.0, 1457.0] 20.00 · 不稳Volatile $1 / $3.20 202.8K
40 34 - 49
gpt-5.4-mini-high
OpenAI · Proprietary
1431±18.0
1.3K 票votes 1431.000 [1413.0, 1449.0] 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
1424±14.0
1.9K 票votes 1424.000 [1410.0, 1438.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
43 34 - 53
minimax-m2.5
MiniMax · Modified MIT
1422±18.0
1.2K 票votes 1422.000 [1404.0, 1440.0] 19.00 · 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
1415±19.0
1.1K 票votes 1415.000 [1396.0, 1434.0] 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 - 62
inkling
Thinky · Apache 2.0
1405±33.0
334 票votes 1405.000 [1372.0, 1438.0] 28.00 · 不稳Volatile $1 / $4.05 1M
48 35 - 62
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1403±30.0
413 票votes 1403.000 [1373.0, 1433.0] 27.00 · 不稳Volatile $1.75 / $14 400K
49 41 - 61
minimax-m2.7
MiniMax · Modified MIT
1393±16.0
1.4K 票votes 1393.000 [1377.0, 1409.0] 20.00 · 不稳Volatile $0.25 / $1 204.8K
50 41 - 62
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1390±15.0
1.8K 票votes 1390.000 [1375.0, 1405.0] 21.00 · 不稳Volatile $0.39 / $2.34 262.1K
51 42 - 61
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1390±14.0
2.7K 票votes 1390.000 [1376.0, 1404.0] 19.00 · 不稳Volatile $3 / $15 200K
52 43 - 62
gemini-3-flash (thinking-minimal)
Google · Proprietary
1386±12.0
2.9K 票votes 1386.000 [1374.0, 1398.0] 19.00 · 不稳Volatile $0.50 / $3 1M
53 43 - 62
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±13.0
3.1K 票votes 1386.000 [1373.0, 1399.0] 19.00 · 不稳Volatile $3 / $15 200K
54 40 - 65
kimi-k2.5-instant
月之暗面 · Modified MIT
1385±27.0
520 票votes 1385.000 [1358.0, 1412.0] 25.00 · 不稳Volatile $0.57 / $2.85 262.1K
55 43 - 62
minimax-m2.1-preview
MiniMax · MIT
1383±17.0
1.6K 票votes 1383.000 [1366.0, 1400.0] 19.00 · 不稳Volatile $0.30 / $1.20 204.8K
56 43 - 65
gemma-4-31b
Google · Apache 2.0
1379±21.0
887 票votes 1379.000 [1358.0, 1400.0] 22.00 · 不稳Volatile $0.14 / $0.40 262.1K
57 36 - 73
glm-5v-turbo
智谱 ZAI · Proprietary
1376±50.0
147 票votes 1376.000 [1326.0, 1426.0] 37.00 · 不稳Volatile $1.20 / $4 202.8K
58 45 - 65
claude-opus-4-1-20250805
Anthropic · Proprietary
1374±17.0
1.7K 票votes 1374.000 [1357.0, 1391.0] 20.00 · 不稳Volatile $15 / $75 200K
59 47 - 70
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1363±16.0
1.6K 票votes 1363.000 [1347.0, 1379.0] 23.00 · 不稳Volatile $2 / $6 2M
60 41 - 78
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1360±48.0
177 票votes 1360.000 [1312.0, 1408.0] 37.00 · 不稳Volatile N/A N/A
61 45 - 75
gpt-5.2
OpenAI · Proprietary
1356±36.0
302 票votes 1356.000 [1320.0, 1392.0] 30.00 · 不稳Volatile $1.75 / $14 400K
62 49 - 72
grok-4.3
SpaceXAI · Proprietary
1356±20.0
1.1K 票votes 1356.000 [1336.0, 1376.0] 23.00 · 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 - 76
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1336±20.0
1.0K 票votes 1336.000 [1316.0, 1356.0] 18.00 · 不稳Volatile $0.26 / $2.08 262.1K
66 55 - 80
laguna-m.1
Poolside · Apache 2.0
1336±29.0
483 票votes 1336.000 [1307.0, 1365.0] 25.00 · 不稳Volatile $0.20 / $0.40 262.1K
67 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
68 58 - 77
qwen3.5-27b
阿里巴巴 · Apache 2.0
1334±20.0
982 票votes 1334.000 [1314.0, 1354.0] 19.00 · 不稳Volatile $0.26 / $2.60 262.1K
69 59 - 80
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 60 - 82
gpt-5-medium
OpenAI · Proprietary
1311±23.0
776 票votes 1311.000 [1288.0, 1334.0] 22.00 · 不稳Volatile $1.25 / $10 400K
73 58 - 85
mistral-medium-3.5
Mistral · Modified MIT
1309±40.0
249 票votes 1309.000 [1269.0, 1349.0] 27.00 · 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
1306±54.0
151 票votes 1306.000 [1252.0, 1360.0] 32.00 · 不稳Volatile N/A N/A
76 68 - 82
claude-haiku-4-5-20251001
Anthropic · Proprietary
1298±11.0
3.9K 票votes 1298.000 [1287.0, 1309.0] 14.00 · 不稳Volatile $1 / $5 200K
77 65 - 84
gpt-5.1-codex
OpenAI · Proprietary
1297±19.0
1.2K 票votes 1297.000 [1278.0, 1316.0] 19.00 · 不稳Volatile $1.25 / $10 400K
78 67 - 82
deepseek-v3.2
DeepSeek · MIT
1297±16.0
1.6K 票votes 1297.000 [1281.0, 1313.0] 15.00 · 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 68 - 87
laguna-xs.2
Poolside · Apache 2.0
1278±30.0
457 票votes 1278.000 [1248.0, 1308.0] 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 $0.26 / $1.02 204.8K
84 78 - 88
gemini-3.1-flash-lite-preview
Google · Proprietary
1250±17.0
1.7K 票votes 1250.000 [1233.0, 1267.0] 10.00 · 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 82 - 94
KAT-Coder-Pro-V1
· Proprietary
1215±32.0
408 票votes 1215.000 [1183.0, 1247.0] 12.00 · 不稳Volatile $0.21 / $0.83 256K
89 85 - 94
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1204±20.0
1.1K 票votes 1204.000 [1184.0, 1224.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
90 85 - 96
gpt-5.1-codex-mini
OpenAI · Proprietary
1188±36.0
322 票votes 1188.000 [1152.0, 1224.0] 11.00 · 波动Unstable $0.25 / $2 400K
91 85 - 96
gemini-2.5-pro
Google · Proprietary
1182±25.0
721 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
251 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
1142±46.0
209 票votes 1142.000 [1096.0, 1188.0] 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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