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±48.0Preliminary
261 票votes 1730.000 [1682.0, 1778.0] 2.00 · 稳定Stable $3 / $15 1M
🥈 1 - 4
claude-fable-5
Anthropic · Proprietary
1696±36.0
376 票votes 1696.000 [1660.0, 1732.0] 3.00 · 稳定Stable $10 / $50 1M
🥉 1 - 4
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1677±32.0
515 票votes 1677.000 [1645.0, 1709.0] 3.00 · 稳定Stable $5 / $30 1.1M
4 2 - 7
glm-5.2 (max)
智谱 ZAI · MIT
1638±26.0
677 票votes 1638.000 [1612.0, 1664.0] 5.00 · 波动Unstable $1.40 / $4.40 1M
5 4 - 15
grok-4.5
SpaceXAI · Proprietary
1603±32.0
398 票votes 1603.000 [1571.0, 1635.0] 11.00 · 波动Unstable $2 / $6 500K
6 4 - 13
claude-opus-4-8-thinking
Anthropic · Proprietary
1600±22.0
848 票votes 1600.000 [1578.0, 1622.0] 9.00 · 波动Unstable $5 / $25 1M
7 4 - 15
glm-5.1
智谱 ZAI · MIT
1590±25.0
726 票votes 1590.000 [1565.0, 1615.0] 11.00 · 波动Unstable $1.40 / $4.40 202.8K
8 5 - 19
claude-opus-4-7-thinking
Anthropic · Proprietary
1579±17.0
1.4K 票votes 1579.000 [1562.0, 1596.0] 14.00 · 不稳Volatile $5 / $25 1M
9 5 - 20
claude-opus-4-7
Anthropic · Proprietary
1573±18.0
1.4K 票votes 1573.000 [1555.0, 1591.0] 15.00 · 不稳Volatile $5 / $25 1M
10 5 - 23
claude-opus-4-8
Anthropic · Proprietary
1565±21.0
846 票votes 1565.000 [1544.0, 1586.0] 18.00 · 不稳Volatile $5 / $25 1M
11 6 - 22
claude-opus-4-6-thinking
Anthropic · Proprietary
1562±15.0
1.8K 票votes 1562.000 [1547.0, 1577.0] 16.00 · 不稳Volatile $5 / $25 1M
12 5 - 27
gemini-3.6-flash
Google · Proprietary
1557±36.0Preliminary
310 票votes 1557.000 [1521.0, 1593.0] 22.00 · 不稳Volatile $1.50 / $7.50 1M
13 5 - 27
claude-sonnet-5-high
Anthropic · Proprietary
1549±30.0
390 票votes 1549.000 [1519.0, 1579.0] 22.00 · 不稳Volatile $2 / $10 1M
14 8 - 25
claude-opus-4-6
Anthropic · Proprietary
1548±15.0
1.9K 票votes 1548.000 [1533.0, 1563.0] 17.00 · 不稳Volatile $5 / $25 1M
15 5 - 32
hy3
腾讯 · Apache 2.0
1547±51.0
141 票votes 1547.000 [1496.0, 1598.0] 27.00 · 不稳Volatile $0.14 / $0.58 262.1K
16 6 - 27
muse-spark-1.1
Meta · Proprietary
1546±32.0Preliminary
387 票votes 1546.000 [1514.0, 1578.0] 21.00 · 不稳Volatile $1.25 / $4.25 N/A
17 8 - 26
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1545±19.0
1.2K 票votes 1545.000 [1526.0, 1564.0] 18.00 · 不稳Volatile $5 / $30 N/A
18 8 - 27
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1544±21.0Preliminary
841 票votes 1544.000 [1523.0, 1565.0] 19.00 · 不稳Volatile $1.48 / $4.42 1M
19 12 - 27
claude-sonnet-4-6
Anthropic · Proprietary
1528±14.0
2.1K 票votes 1528.000 [1514.0, 1542.0] 15.00 · 不稳Volatile $3 / $15 1M
20 9 - 32
qwen3.6-max-preview
阿里巴巴 · Proprietary
1526±35.0
292 票votes 1526.000 [1491.0, 1561.0] 23.00 · 不稳Volatile $1.04 / $6.24 262.1K
21 10 - 30
gemini-3.5-flash-medium
Google · Proprietary
1525±24.0
641 票votes 1525.000 [1501.0, 1549.0] 20.00 · 不稳Volatile $1.50 / $9 1M
22 12 - 28
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1524±17.0
1.3K 票votes 1524.000 [1507.0, 1541.0] 16.00 · 不稳Volatile N/A N/A
23 10 - 31
seed-2.1-pro-preview
字节跳动 · Proprietary
1523±25.0Preliminary
560 票votes 1523.000 [1498.0, 1548.0] 21.00 · 不稳Volatile N/A N/A
24 13 - 32
kimi-k2.6
月之暗面 · Modified MIT
1512±19.0
1.0K 票votes 1512.000 [1493.0, 1531.0] 19.00 · 不稳Volatile $0.95 / $4 262.1K
25 8 - 41
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1510±51.0
166 票votes 1510.000 [1459.0, 1561.0] 33.00 · 不稳Volatile $2.50 / $15 1.1M
26 11 - 38
gemini-3.5-flash
Google · Proprietary
1507±38.0
292 票votes 1507.000 [1469.0, 1545.0] 27.00 · 不稳Volatile $1.50 / $9 1M
27 19 - 37
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
28 21 - 41
minimax-m3
MiniMax · MiniMax Community License
1480±21.0
887 票votes 1480.000 [1459.0, 1501.0] 20.00 · 不稳Volatile $0.60 / $2.40 N/A
29 22 - 40
mimo-v2.5-pro
小米 · MIT
1479±17.0
1.3K 票votes 1479.000 [1462.0, 1496.0] 18.00 · 不稳Volatile $0.43 / $0.87 1.1M
30 20 - 42
kimi-k2.7-code
月之暗面 · Modified MIT
1479±24.0
622 票votes 1479.000 [1455.0, 1503.0] 22.00 · 不稳Volatile $0.82 / $3.75 262.1K
31 14 - 51
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1470±52.0
141 票votes 1470.000 [1418.0, 1522.0] 37.00 · 不稳Volatile $2.50 / $15 1.1M
32 25 - 42
gemini-3.1-pro-preview
Google · Proprietary
1469±14.0
2.1K 票votes 1469.000 [1455.0, 1483.0] 17.00 · 不稳Volatile $2 / $12 1M
33 25 - 42
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
34 25 - 42
qwen3.6-plus
阿里巴巴 · Proprietary
1469±16.0
1.4K 票votes 1469.000 [1453.0, 1485.0] 17.00 · 不稳Volatile $0.33 / $1.95 1M
35 25 - 42
deepseek-v4-pro-thinking
DeepSeek · MIT
1467±18.0
1.2K 票votes 1467.000 [1449.0, 1485.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
36 25 - 42
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
37 26 - 45
deepseek-v4-pro
DeepSeek · MIT
1452±18.0
1.2K 票votes 1452.000 [1434.0, 1470.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
38 20 - 60
gpt-5.4
OpenAI · Proprietary
1450±55.0
134 票votes 1450.000 [1395.0, 1505.0] 40.00 · 不稳Volatile $2.50 / $15 1.1M
39 28 - 48
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
40 27 - 51
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
41 30 - 51
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
42 36 - 51
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
43 27 - 60
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
44 36 - 51
kimi-k2.5-thinking
月之暗面 · Modified MIT
1426±14.0
1.9K 票votes 1426.000 [1412.0, 1440.0] 15.00 · 不稳Volatile $0.60 / $3 N/A
45 36 - 55
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
46 37 - 56
gemini-3-flash
Google · Proprietary
1416±15.0
2.1K 票votes 1416.000 [1401.0, 1431.0] 19.00 · 不稳Volatile $0.50 / $3 1M
47 37 - 60
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 1.1M
48 38 - 62
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 / $1.75 204.8K
49 38 - 62
inkling
Thinky · Apache 2.0
1406±25.0
561 票votes 1406.000 [1381.0, 1431.0] 24.00 · 不稳Volatile $1 / $4.05 524.3K
50 37 - 63
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1402±30.0
412 票votes 1402.000 [1372.0, 1432.0] 26.00 · 不稳Volatile $1.75 / $14 400K
51 43 - 62
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
52 43 - 62
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1390±14.0
1.9K 票votes 1390.000 [1376.0, 1404.0] 19.00 · 不稳Volatile $0.39 / $2.34 262.1K
53 44 - 62
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
54 45 - 63
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
55 45 - 63
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 - 65
kimi-k2.5-instant
月之暗面 · Modified MIT
1385±27.0
520 票votes 1385.000 [1358.0, 1412.0] 22.00 · 不稳Volatile $0.57 / $2.85 262.1K
57 45 - 64
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
58 38 - 74
glm-5v-turbo
智谱 ZAI · Proprietary
1381±41.0
221 票votes 1381.000 [1340.0, 1422.0] 36.00 · 不稳Volatile $1.20 / $4 202.8K
59 45 - 65
gemma-4-31b
Google · Apache 2.0
1380±20.0
935 票votes 1380.000 [1360.0, 1400.0] 20.00 · 不稳Volatile $0.14 / $0.40 262.1K
60 48 - 65
claude-opus-4-1-20250805
Anthropic · Proprietary
1374±17.0
1.7K 票votes 1374.000 [1357.0, 1391.0] 17.00 · 不稳Volatile $15 / $75 200K
61 43 - 79
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
62 53 - 74
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
63 48 - 77
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
64 56 - 75
grok-4.3
SpaceXAI · Proprietary
1352±19.0
1.1K 票votes 1352.000 [1333.0, 1371.0] 19.00 · 不稳Volatile $1.25 / $2.50 1M
65 57 - 76
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
66 60 - 76
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 / $2 204.8K
67 60 - 79
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1335±20.0
1.0K 票votes 1335.000 [1315.0, 1355.0] 19.00 · 不稳Volatile $0.26 / $2.08 262.1K
68 60 - 79
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
69 60 - 79
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
70 60 - 83
laguna-m.1
Poolside · Apache 2.0
1330±27.0
559 票votes 1330.000 [1303.0, 1357.0] 23.00 · 不稳Volatile $0.20 / $0.40 262.1K
71 60 - 81
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
72 60 - 81
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
73 63 - 83
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
74 62 - 84
gpt-5-medium
OpenAI · Proprietary
1310±23.0
776 票votes 1310.000 [1287.0, 1333.0] 22.00 · 不稳Volatile $1.25 / $10 400K
75 60 - 87
mistral-medium-3.5
Mistral · Modified MIT
1307±40.0
248 票votes 1307.000 [1267.0, 1347.0] 27.00 · 不稳Volatile $1.50 / $7.50 262.1K
76 65 - 83
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
77 60 - 89
gemma-4-26b-a4b
Google · Apache 2.0
1301±54.0
150 票votes 1301.000 [1247.0, 1355.0] 29.00 · 不稳Volatile N/A N/A
78 70 - 84
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
79 66 - 86
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
80 70 - 84
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
81 72 - 88
deepseek-v3.2-exp
DeepSeek · MIT
1284±20.0
1.1K 票votes 1284.000 [1264.0, 1304.0] 16.00 · 不稳Volatile $0.27 / $0.41 163.8K
82 66 - 90
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
83 72 - 90
laguna-xs.2
Poolside · Apache 2.0
1275±30.0
456 票votes 1275.000 [1245.0, 1305.0] 18.00 · 不稳Volatile $0.10 / $0.20 262.1K
84 78 - 89
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
85 78 - 90
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
86 80 - 90
gemini-3.1-flash-lite-preview
Google · Proprietary
1250±17.0
1.6K 票votes 1250.000 [1233.0, 1267.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
87 75 - 96
trinity-large-thinking
· Apache 2.0
1236±51.0
180 票votes 1236.000 [1185.0, 1287.0] 21.00 · 不稳Volatile $0.25 / $0.80 262.1K
88 79 - 96
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
89 81 - 96
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
90 83 - 96
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
91 87 - 96
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
92 87 - 98
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
93 87 - 98
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
94 87 - 100
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
95 87 - 100
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
96 87 - 100
devstral-2
Mistral · Modified MIT
1141±46.0
209 票votes 1141.000 [1095.0, 1187.0] 13.00 · 不稳Volatile N/A N/A
97 92 - 100
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
98 92 - 100
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
99 94 - 100
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
100 94 - 100
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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