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 - 5
claude-opus-5-max
Anthropic · Proprietary
1642±20.0
1.1K votes 1642.000 [1622.0, 1662.0] 4.00 · 稳定Stable $5 / $25 1M
🥈 1 - 5
qwen3.8-max
阿里巴巴 · Proprietary
1638±36.0Preliminary
348 votes 1638.000 [1602.0, 1674.0] 4.00 · 稳定Stable $2 / $6 1M
🥉 1 - 5
kimi-k3-max
月之暗面 · Kimi K3 license
1616±23.0
937 votes 1616.000 [1593.0, 1639.0] 4.00 · 稳定Stable $3 / $15 1M
4 1 - 6
claude-opus-5-high
Anthropic · Proprietary
1607±19.0
1.1K votes 1607.000 [1588.0, 1626.0] 5.00 · 波动Unstable $5 / $25 1M
5 1 - 18
grok-4.6-high
SpaceXAI · Proprietary
1589±53.0Preliminary
132 votes 1589.000 [1536.0, 1642.0] 17.00 · 不稳Volatile $2 / $6 500K
6 4 - 10
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1573±16.0
1.7K votes 1573.000 [1557.0, 1589.0] 6.00 · 波动Unstable $5 / $30 1.1M
7 5 - 14
glm-5.2-max
智谱 ZAI · MIT
1561±15.0
1.9K votes 1561.000 [1546.0, 1576.0] 9.00 · 波动Unstable $1.40 / $4.40 1M
8 5 - 16
claude-fable-5
Anthropic · Proprietary
1561±16.0
1.6K votes 1561.000 [1545.0, 1577.0] 11.00 · 波动Unstable $10 / $50 1M
9 5 - 21
deepseek-v4-flash-high
DeepSeek · MIT
1559±29.0Preliminary
463 votes 1559.000 [1530.0, 1588.0] 16.00 · 不稳Volatile $0.14 / $0.28 1M
10 6 - 21
claude-opus-4-8-high
Anthropic · Proprietary
1543±13.0
2.9K votes 1543.000 [1530.0, 1556.0] 15.00 · 不稳Volatile $2.50 / $12.50 1M
11 6 - 21
claude-opus-4-7-high
Anthropic · Proprietary
1540±11.0
3.7K votes 1540.000 [1529.0, 1551.0] 15.00 · 不稳Volatile $2.50 / $12.50 1M
12 6 - 22
claude-opus-4-7
Anthropic · Proprietary
1540±11.0
3.4K votes 1540.000 [1529.0, 1551.0] 16.00 · 不稳Volatile $5 / $25 1M
13 8 - 24
claude-opus-4-6-high
Anthropic · Proprietary
1533±10.0
4.1K votes 1533.000 [1523.0, 1543.0] 16.00 · 不稳Volatile $2.50 / $12.50 1M
14 7 - 26
claude-opus-4-8
Anthropic · Proprietary
1532±13.0
2.2K votes 1532.000 [1519.0, 1545.0] 19.00 · 不稳Volatile $2.50 / $12.50 1M
15 6 - 29
muse-spark-1.1
Meta · Proprietary
1530±18.0Preliminary
1.2K votes 1530.000 [1512.0, 1548.0] 23.00 · 不稳Volatile $1.25 / $4.25 N/A
16 5 - 31
muse-spark-1.2 (xHigh)
Meta · Proprietary
1530±34.0
324 votes 1530.000 [1496.0, 1564.0] 26.00 · 不稳Volatile $1.25 / $4.25 N/A
17 8 - 26
claude-opus-4-6
Anthropic · Proprietary
1528±10.0
4.4K votes 1528.000 [1518.0, 1538.0] 18.00 · 不稳Volatile $2.50 / $12.50 1M
18 7 - 29
grok-4.5
SpaceXAI · Proprietary
1526±18.0
1.1K votes 1526.000 [1508.0, 1544.0] 22.00 · 不稳Volatile $2 / $6 500K
19 9 - 26
claude-sonnet-4-6
Anthropic · Proprietary
1525±9.0
5.0K votes 1525.000 [1516.0, 1534.0] 17.00 · 不稳Volatile $1.50 / $7.50 1M
20 9 - 30
seed-2.1-pro-preview
字节跳动 · Proprietary
1518±16.0Preliminary
1.5K votes 1518.000 [1502.0, 1534.0] 21.00 · 不稳Volatile N/A N/A
21 9 - 30
claude-sonnet-5-high
Anthropic · Proprietary
1518±18.0
1.2K votes 1518.000 [1500.0, 1536.0] 21.00 · 不稳Volatile $1 / $5 1M
22 13 - 31
glm-5.1
智谱 ZAI · MIT
1511±14.0
2.0K votes 1511.000 [1497.0, 1525.0] 18.00 · 不稳Volatile $1.40 / $4.40 202.8K
23 12 - 35
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1509±20.0
956 votes 1509.000 [1489.0, 1529.0] 23.00 · 不稳Volatile $2 / $12 1M
24 14 - 32
kimi-k2.6
月之暗面 · Modified MIT
1508±12.0
2.9K votes 1508.000 [1496.0, 1520.0] 18.00 · 不稳Volatile $0.95 / $4 262.1K
25 13 - 35
gemini-3.6-flash-high
Google · Proprietary
1507±19.0Preliminary
1.1K votes 1507.000 [1488.0, 1526.0] 22.00 · 不稳Volatile $0.75 / $3.75 1M
26 14 - 34
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1506±13.0
2.2K votes 1506.000 [1493.0, 1519.0] 20.00 · 不稳Volatile $1.48 / $4.42 1M
27 17 - 35
claude-opus-4-5-20251101-high-32k
Anthropic · Proprietary
1499±15.0
2.4K votes 1499.000 [1484.0, 1514.0] 18.00 · 不稳Volatile $5 / $25 200K
28 17 - 37
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1495±20.0
992 votes 1495.000 [1475.0, 1515.0] 20.00 · 不稳Volatile $0.20 / $1.20 1M
29 19 - 45
gemini-3.5-flash-high
Google · Proprietary
1484±22.0
806 votes 1484.000 [1462.0, 1506.0] 26.00 · 不稳Volatile $0.75 / $4.50 1M
30 17 - 52
hy3
腾讯 · Apache 2.0
1484±31.0
379 votes 1484.000 [1453.0, 1515.0] 35.00 · 不稳Volatile $0.13 / $0.53 262.1K
31 23 - 41
minimax-m3
MiniMax · MiniMax Community License
1483±13.0
2.3K votes 1483.000 [1470.0, 1496.0] 18.00 · 不稳Volatile $0.60 / $2.40 N/A
32 24 - 51
kimi-k2.7-code
月之暗面 · Modified MIT
1474±19.0
1.2K votes 1474.000 [1455.0, 1493.0] 27.00 · 不稳Volatile $0.47 / $2 262.1K
33 28 - 49
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1470±11.0
3.2K votes 1470.000 [1459.0, 1481.0] 21.00 · 不稳Volatile $5 / $30 N/A
34 24 - 56
gemini-3.5-flash
Google · Proprietary
1469±24.0
684 votes 1469.000 [1445.0, 1493.0] 32.00 · 不稳Volatile $0.75 / $4.50 1M
35 25 - 56
qwen3.6-max-preview
阿里巴巴 · Proprietary
1468±23.0
796 votes 1468.000 [1445.0, 1491.0] 31.00 · 不稳Volatile $1.03 / $6.16 262.1K
36 28 - 51
deepseek-v4-pro-high-preview
DeepSeek · MIT
1467±12.0
3.1K votes 1467.000 [1455.0, 1479.0] 23.00 · 不稳Volatile $0.43 / $0.87 1M
37 21 - 58
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1464±35.0
381 votes 1464.000 [1429.0, 1499.0] 37.00 · 不稳Volatile $2.50 / $15 1.1M
38 29 - 53
claude-opus-4-5-20251101
Anthropic · Proprietary
1462±13.0
3.0K votes 1462.000 [1449.0, 1475.0] 24.00 · 不稳Volatile $5 / $25 200K
39 29 - 52
mimo-v2.5-pro
小米 · MIT
1462±11.0
3.4K votes 1462.000 [1451.0, 1473.0] 23.00 · 不稳Volatile $0.43 / $0.87 1.1M
40 29 - 56
gemini-3.5-flash-medium
Google · Proprietary
1458±14.0
2.0K votes 1458.000 [1444.0, 1472.0] 27.00 · 不稳Volatile $0.75 / $4.50 1M
41 30 - 56
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1457±11.0
4.2K votes 1457.000 [1446.0, 1468.0] 26.00 · 不稳Volatile N/A N/A
42 30 - 56
mimo-v2.5
小米 · MIT
1452±12.0
3.1K votes 1452.000 [1440.0, 1464.0] 26.00 · 不稳Volatile $0.14 / $0.28 1.1M
43 31 - 57
qwen3.6-plus
阿里巴巴 · Proprietary
1450±10.0
4.4K votes 1450.000 [1440.0, 1460.0] 26.00 · 不稳Volatile $0.33 / $1.95 1M
44 32 - 57
deepseek-v4-pro
DeepSeek · MIT
1448±11.0
3.7K votes 1448.000 [1437.0, 1459.0] 25.00 · 不稳Volatile $0.43 / $0.87 1M
45 31 - 58
gemini-3-flash
Google · Proprietary
1446±15.0
2.3K votes 1446.000 [1431.0, 1461.0] 27.00 · 不稳Volatile $0.50 / $3 1M
46 31 - 58
glm-5
智谱 ZAI · MIT
1445±16.0
1.7K votes 1445.000 [1429.0, 1461.0] 27.00 · 不稳Volatile $1 / $3.20 202.8K
47 32 - 58
mimo-v2-pro
小米 · Proprietary
1444±14.0
2.0K votes 1444.000 [1430.0, 1458.0] 26.00 · 不稳Volatile $1 / $3 1M
48 37 - 58
kimi-k2.5-thinking
月之暗面 · Modified MIT
1439±10.0
4.2K votes 1439.000 [1429.0, 1449.0] 21.00 · 不稳Volatile $0.60 / $3 N/A
49 30 - 65
glm-5v-turbo
智谱 ZAI · Proprietary
1438±31.0
401 votes 1438.000 [1407.0, 1469.0] 35.00 · 不稳Volatile $1.20 / $4 202.8K
50 29 - 66
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1438±34.0
396 votes 1438.000 [1404.0, 1472.0] 37.00 · 不稳Volatile $2.50 / $15 1.1M
51 37 - 60
deepseek-v4-flash-high-preview
DeepSeek · MIT
1437±13.0
2.5K votes 1437.000 [1424.0, 1450.0] 23.00 · 不稳Volatile $0.14 / $0.28 1M
52 31 - 64
glm-4.7
智谱 ZAI · MIT
1436±25.0
740 votes 1436.000 [1411.0, 1461.0] 33.00 · 不稳Volatile $0.40 / $1.75 204.8K
53 36 - 61
gemini-3-pro
Google · Proprietary
1436±14.0
2.7K votes 1436.000 [1422.0, 1450.0] 25.00 · 不稳Volatile $2 / $12 1M
54 37 - 60
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1435±11.0
3.3K votes 1435.000 [1424.0, 1446.0] 23.00 · 不稳Volatile N/A N/A
55 44 - 62
gemini-3.1-pro-preview
Google · Proprietary
1425±9.0
6.0K votes 1425.000 [1416.0, 1434.0] 18.00 · 不稳Volatile $1 / $6 1M
56 42 - 67
inkling
Thinky · Apache 2.0
1421±19.0
1.0K votes 1421.000 [1402.0, 1440.0] 25.00 · 不稳Volatile $0.50 / $2.02 524.3K
57 34 - 72
gpt-5-medium
OpenAI · Proprietary
1419±34.0
464 votes 1419.000 [1385.0, 1453.0] 38.00 · 不稳Volatile $0.63 / $5 400K
58 30 - 83
gpt-5.2
OpenAI · Proprietary
1413±51.0
194 votes 1413.000 [1362.0, 1464.0] 53.00 · 不稳Volatile $0.88 / $7 400K
59 52 - 71
minimax-m2.7
MiniMax · Modified MIT
1406±11.0
3.2K votes 1406.000 [1395.0, 1417.0] 19.00 · 不稳Volatile $0.30 / $1.20 204.8K
60 49 - 78
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1402±25.0
678 votes 1402.000 [1377.0, 1427.0] 29.00 · 不稳Volatile $1.75 / $14 400K
61 54 - 72
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1398±9.0
4.6K votes 1398.000 [1389.0, 1407.0] 18.00 · 不稳Volatile $0.50 / $3.60 262.1K
62 51 - 81
gpt-5.1-medium
OpenAI · Proprietary
1398±24.0
858 votes 1398.000 [1374.0, 1422.0] 30.00 · 不稳Volatile $0.63 / $5 400K
63 55 - 78
claude-sonnet-4-5-20250929-high-32k
Anthropic · Proprietary
1391±14.0
2.5K votes 1391.000 [1377.0, 1405.0] 23.00 · 不稳Volatile $3 / $15 200K
64 56 - 77
gpt-5.4-mini-high
OpenAI · Proprietary
1390±12.0
3.0K votes 1390.000 [1378.0, 1402.0] 21.00 · 不稳Volatile $0.75 / $4.50 400K
65 49 - 88
solar-pro4
Upstage · Proprietary
1388±40.0
238 votes 1388.000 [1348.0, 1428.0] 39.00 · 不稳Volatile $0.03 / $0.12 524.3K
66 53 - 83
kimi-k2.5-instant
月之暗面 · Modified MIT
1388±24.0
742 votes 1388.000 [1364.0, 1412.0] 30.00 · 不稳Volatile $0.57 / $2.85 262.1K
67 57 - 82
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1385±13.0
3.1K votes 1385.000 [1372.0, 1398.0] 25.00 · 不稳Volatile $3 / $15 200K
68 53 - 85
gpt-5.4
OpenAI · Proprietary
1385±28.0
477 votes 1385.000 [1357.0, 1413.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
69 57 - 83
minimax-m2.1-preview
MiniMax · MIT
1384±17.0
1.6K votes 1384.000 [1367.0, 1401.0] 26.00 · 不稳Volatile $0.30 / $1.20 204.8K
70 57 - 85
claude-opus-4-1-20250805
Anthropic · Proprietary
1379±20.0
1.2K votes 1379.000 [1359.0, 1399.0] 28.00 · 不稳Volatile $15 / $75 200K
71 58 - 85
laguna-m.1
Poolside · Apache 2.0
1374±18.0
1.2K votes 1374.000 [1356.0, 1392.0] 27.00 · 不稳Volatile $0.20 / $0.40 262.1K
72 60 - 83
gemini-3-flash (thinking-minimal)
Google · Proprietary
1373±9.0
5.4K votes 1373.000 [1364.0, 1382.0] 23.00 · 不稳Volatile $0.50 / $3 1M
73 60 - 88
deepseek-v3.2-thinking
DeepSeek · MIT
1367±17.0
1.5K votes 1367.000 [1350.0, 1384.0] 28.00 · 不稳Volatile $0.27 / $0.40 163.8K
74 60 - 87
minimax-m2.5
MiniMax · Modified MIT
1366±15.0
1.9K votes 1366.000 [1351.0, 1381.0] 27.00 · 不稳Volatile $0.22 / $0.90 204.8K
75 63 - 86
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1365±10.0
4.3K votes 1365.000 [1355.0, 1375.0] 23.00 · 不稳Volatile $1.25 / $2.50 1M
76 60 - 88
gemma-4-31b
Google · Apache 2.0
1362±16.0
1.6K votes 1362.000 [1346.0, 1378.0] 28.00 · 不稳Volatile $0.14 / $0.40 262.1K
77 63 - 88
qwen3.5-27b
阿里巴巴 · Apache 2.0
1362±14.0
2.0K votes 1362.000 [1348.0, 1376.0] 25.00 · 不稳Volatile $0.20 / $1.56 262.1K
78 60 - 90
gpt-5.1-codex
OpenAI · Proprietary
1360±24.0
854 votes 1360.000 [1336.0, 1384.0] 30.00 · 不稳Volatile $1.25 / $10 400K
79 63 - 90
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1356±21.0
1.0K votes 1356.000 [1335.0, 1377.0] 27.00 · 不稳Volatile $1.75 / $14 400K
80 65 - 88
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1356±14.0
2.2K votes 1356.000 [1342.0, 1370.0] 23.00 · 不稳Volatile $0.29 / $2.40 262.1K
81 61 - 90
glm-4.6
智谱 ZAI · MIT
1356±21.0
1.1K votes 1356.000 [1335.0, 1377.0] 29.00 · 不稳Volatile $0.50 / $2 204.8K
82 57 - 95
muse-glimmer
Meta · Apache-2.0
1354±42.0
209 votes 1354.000 [1312.0, 1396.0] 38.00 · 不稳Volatile N/A N/A
83 69 - 90
grok-4.3
SpaceXAI · Proprietary
1348±12.0
3.1K votes 1348.000 [1336.0, 1360.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
84 69 - 93
gpt-5.2-codex
OpenAI · Proprietary
1345±16.0
1.6K votes 1345.000 [1329.0, 1361.0] 24.00 · 不稳Volatile $1.75 / $14 400K
85 64 - 96
gemma-4-26b-a4b
Google · Apache 2.0
1342±32.0
404 votes 1342.000 [1310.0, 1374.0] 32.00 · 不稳Volatile N/A N/A
86 73 - 94
deepseek-v3.2
DeepSeek · MIT
1340±15.0
2.1K votes 1340.000 [1325.0, 1355.0] 21.00 · 不稳Volatile $0.27 / $0.40 163.8K
87 74 - 94
gpt-5.1
OpenAI · Proprietary
1335±15.0
2.2K votes 1335.000 [1320.0, 1350.0] 20.00 · 不稳Volatile $0.63 / $5 400K
88 79 - 94
claude-haiku-4-5-20251001
Anthropic · Proprietary
1330±9.0
6.1K votes 1330.000 [1321.0, 1339.0] 15.00 · 不稳Volatile $1 / $5 200K
89 79 - 97
mimo-v2-flash (non-thinking)
小米 · MIT
1323±19.0
1.2K votes 1323.000 [1304.0, 1342.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
90 72 - 98
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1322±33.0
401 votes 1322.000 [1289.0, 1355.0] 26.00 · 不稳Volatile N/A N/A
91 83 - 97
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1319±13.0
2.7K votes 1319.000 [1306.0, 1332.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
92 83 - 98
laguna-xs.2
Poolside · Apache 2.0
1313±21.0
1.0K votes 1313.000 [1292.0, 1334.0] 15.00 · 不稳Volatile $0.10 / $0.20 262.1K
93 84 - 100
minimax-m2
MiniMax · Apache 2.0
1306±21.0
1.1K votes 1306.000 [1285.0, 1327.0] 16.00 · 不稳Volatile $0.26 / $1.02 204.8K
94 83 - 104
mimo-v2-flash (thinking)
小米 · MIT
1296±35.0
375 votes 1296.000 [1261.0, 1331.0] 21.00 · 不稳Volatile $0.10 / $0.30 262.1K
95 88 - 106
deepseek-v3.2-exp
DeepSeek · MIT
1281±30.0
602 votes 1281.000 [1251.0, 1311.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
96 89 - 106
mistral-medium-3.5
Mistral · Modified MIT
1279±28.0
582 votes 1279.000 [1251.0, 1307.0] 17.00 · 不稳Volatile $1.50 / $7.50 262.1K
97 93 - 104
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1273±14.0
2.6K votes 1273.000 [1259.0, 1287.0] 11.00 · 波动Unstable $0.40 / $1.60 262.1K
98 87 - 111
KAT-Coder-Pro-V1
· Proprietary
1264±51.0
212 votes 1264.000 [1213.0, 1315.0] 24.00 · 不稳Volatile $0.21 / $0.83 256K
99 93 - 109
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1253±33.0
397 votes 1253.000 [1220.0, 1286.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
100 94 - 108
gemini-3.1-flash-lite-preview
Google · Proprietary
1253±12.0
3.8K votes 1253.000 [1241.0, 1265.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
101 94 - 108
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1250±21.0
1.1K votes 1250.000 [1229.0, 1271.0] 14.00 · 不稳Volatile $0.20 / $0.50 2M
102 91 - 112
gpt-5.1-codex-mini
OpenAI · Proprietary
1240±53.0
174 votes 1240.000 [1187.0, 1293.0] 21.00 · 不稳Volatile $0.25 / $2 400K
103 94 - 112
trinity-large-thinking
· Apache 2.0
1240±39.0
341 votes 1240.000 [1201.0, 1279.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
104 96 - 112
qwen3.5-flash
阿里巴巴 · Proprietary
1221±38.0
314 votes 1221.000 [1183.0, 1259.0] 16.00 · 不稳Volatile N/A N/A
105 96 - 112
gemini-2.5-pro
Google · Proprietary
1221±34.0
484 votes 1221.000 [1187.0, 1255.0] 16.00 · 不稳Volatile $0.63 / $5 1M
106 94 - 112
grok-code-fast-1
SpaceXAI · Proprietary
1208±61.0
139 votes 1208.000 [1147.0, 1269.0] 18.00 · 不稳Volatile $0.20 / $1.50 N/A
107 98 - 112
devstral-2
Mistral · Modified MIT
1201±44.0
269 votes 1201.000 [1157.0, 1245.0] 14.00 · 不稳Volatile N/A N/A
108 100 - 112
granite-4.1-8b
IBM · Apache 2.0
1190±35.0
464 votes 1190.000 [1155.0, 1225.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
109 98 - 112
mistral-large-3
Mistral · Apache 2.0
1180±63.0
154 votes 1180.000 [1117.0, 1243.0] 14.00 · 不稳Volatile $0.50 / $1.50 N/A
110 102 - 112
mercury-2
Inception AI · Proprietary
1157±44.0
277 votes 1157.000 [1113.0, 1201.0] 10.00 · 波动Unstable $0.25 / $0.75 128K
111 101 - 112
grok-4-fast-reasoning
SpaceXAI · Proprietary
1157±60.0
156 votes 1157.000 [1097.0, 1217.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
112 101 - 112
grok-4.1-thinking
SpaceXAI · Proprietary
1157±60.0
154 votes 1157.000 [1097.0, 1217.0] 11.00 · 波动Unstable N/A N/A
113 113 - 113
devstral-medium-2507
Mistral · Proprietary
924±110.0
125 votes 924.000 [814.0, 1034.0] 0.00 · 稳定Stable $0.40 / $2 128K
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