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 - 6
claude-opus-5-max
Anthropic · Proprietary
1653±26.0
712 票votes 1653.000 [1627.0, 1679.0] 5.00 · 波动Unstable $5 / $25 1M
🥈 1 - 7
claude-opus-5-high
Anthropic · Proprietary
1648±26.0
736 票votes 1648.000 [1622.0, 1674.0] 6.00 · 波动Unstable $5 / $25 1M
🥉 1 - 9
qwen3.8-max
阿里巴巴 · Proprietary
1645±45.0Preliminary
245 票votes 1645.000 [1600.0, 1690.0] 8.00 · 波动Unstable $2 / $6 1M
4 1 - 8
kimi-k3-max
月之暗面 · Kimi K3 license
1643±32.0
580 票votes 1643.000 [1611.0, 1675.0] 7.00 · 波动Unstable $3 / $15 1M
5 1 - 20
grok-4.6-high
SpaceXAI · Proprietary
1613±63.0Preliminary
110 票votes 1613.000 [1550.0, 1676.0] 19.00 · 不稳Volatile $2 / $6 500K
6 1 - 12
claude-fable-5
Anthropic · Proprietary
1606±22.0
922 票votes 1606.000 [1584.0, 1628.0] 11.00 · 波动Unstable $10 / $50 1M
7 4 - 16
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1584±22.0
938 票votes 1584.000 [1562.0, 1606.0] 12.00 · 不稳Volatile $4 / $20 1.1M
8 2 - 26
gemini-3.7-flash-high
Google · Proprietary
1575±48.0Preliminary
193 票votes 1575.000 [1527.0, 1623.0] 24.00 · 不稳Volatile $0.75 / $3.57 1M
9 3 - 32
glm-5.3-max
智谱 ZAI · MIT
1567±49.0
176 票votes 1567.000 [1518.0, 1616.0] 29.00 · 不稳Volatile $1.40 / $4.40 1M
10 6 - 23
claude-opus-4-8-high
Anthropic · Proprietary
1558±17.0
1.4K 票votes 1558.000 [1541.0, 1575.0] 17.00 · 不稳Volatile $5 / $25 1M
11 5 - 32
deepseek-v4-pro-high-20260813
DeepSeek · MIT
1557±42.0
235 票votes 1557.000 [1515.0, 1599.0] 27.00 · 不稳Volatile $1.32 / $3.96 N/A
12 5 - 34
deepseek-v4-flash-high
DeepSeek · MIT
1551±39.0
271 票votes 1551.000 [1512.0, 1590.0] 29.00 · 不稳Volatile $0.44 / $1.32 1M
13 6 - 25
glm-5.2-max
智谱 ZAI · MIT
1550±21.0
1.0K 票votes 1550.000 [1529.0, 1571.0] 19.00 · 不稳Volatile $1.40 / $4.40 1M
14 7 - 25
claude-opus-4-7-high
Anthropic · Proprietary
1546±15.0
1.9K 票votes 1546.000 [1531.0, 1561.0] 18.00 · 不稳Volatile $5 / $25 1M
15 7 - 26
claude-opus-4-6-high
Anthropic · Proprietary
1542±15.0
2.0K 票votes 1542.000 [1527.0, 1557.0] 19.00 · 不稳Volatile $5 / $25 1M
16 6 - 32
grok-4.5
SpaceXAI · Proprietary
1539±24.0
731 票votes 1539.000 [1515.0, 1563.0] 26.00 · 不稳Volatile $2 / $6 500K
17 5 - 39
muse-spark-1.2 (xHigh)
Meta · Proprietary
1539±46.0
165 票votes 1539.000 [1493.0, 1585.0] 34.00 · 不稳Volatile $1.25 / $4.25 N/A
18 7 - 30
claude-opus-4-7
Anthropic · Proprietary
1536±16.0
1.8K 票votes 1536.000 [1520.0, 1552.0] 23.00 · 不稳Volatile $5 / $25 1M
19 8 - 33
claude-opus-4-8
Anthropic · Proprietary
1532±18.0
1.3K 票votes 1532.000 [1514.0, 1550.0] 25.00 · 不稳Volatile $5 / $25 1M
20 7 - 35
muse-spark-1.1
Meta · Proprietary
1531±25.0
678 票votes 1531.000 [1506.0, 1556.0] 28.00 · 不稳Volatile $1.25 / $4.25 N/A
21 6 - 42
qwen3.8-27b
阿里巴巴 · Apache 2.0
1527±40.0
239 票votes 1527.000 [1487.0, 1567.0] 36.00 · 不稳Volatile $0.40 / $3 N/A
22 8 - 39
gemini-3.6-flash-high
Google · Proprietary
1520±25.0
666 票votes 1520.000 [1495.0, 1545.0] 31.00 · 不稳Volatile $0.75 / $3.75 1M
23 11 - 37
claude-opus-4-6
Anthropic · Proprietary
1514±14.0
2.3K 票votes 1514.000 [1500.0, 1528.0] 26.00 · 不稳Volatile $5 / $25 1M
24 9 - 43
claude-sonnet-5-high
Anthropic · Proprietary
1508±24.0
736 票votes 1508.000 [1484.0, 1532.0] 34.00 · 不稳Volatile $2 / $10 1M
25 13 - 39
claude-sonnet-4-6
Anthropic · Proprietary
1507±13.0
2.4K 票votes 1507.000 [1494.0, 1520.0] 26.00 · 不稳Volatile $1.50 / $7.50 1M
26 13 - 43
seed-2.1-pro-preview
字节跳动 · Proprietary
1503±22.0
841 票votes 1503.000 [1481.0, 1525.0] 30.00 · 不稳Volatile N/A N/A
27 13 - 43
claude-opus-4-5-20251101-high-32k
Anthropic · Proprietary
1501±21.0
1.3K 票votes 1501.000 [1480.0, 1522.0] 30.00 · 不稳Volatile $5 / $25 200K
28 14 - 43
glm-5.1
智谱 ZAI · MIT
1499±20.0
1.0K 票votes 1499.000 [1479.0, 1519.0] 29.00 · 不稳Volatile $1.40 / $4.40 202.8K
29 13 - 44
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1499±27.0
535 票votes 1499.000 [1472.0, 1526.0] 31.00 · 不稳Volatile $0.20 / $1.20 1M
30 9 - 48
hy3
腾讯 · Apache 2.0
1497±41.0
242 票votes 1497.000 [1456.0, 1538.0] 39.00 · 不稳Volatile $0.08 / $0.33 262.1K
31 17 - 43
gemini-3.5-flash-medium
Google · Proprietary
1495±20.0
970 票votes 1495.000 [1475.0, 1515.0] 26.00 · 不稳Volatile $0.75 / $4.50 1M
32 19 - 43
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1494±16.0
1.7K 票votes 1494.000 [1478.0, 1510.0] 24.00 · 不稳Volatile $5 / $30 N/A
33 8 - 58
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1494±54.0
137 票votes 1494.000 [1440.0, 1548.0] 50.00 · 不稳Volatile $2.50 / $15 1.1M
34 14 - 47
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1492±26.0
586 票votes 1492.000 [1466.0, 1518.0] 33.00 · 不稳Volatile $2 / $12 1M
35 18 - 46
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1492±21.0
948 票votes 1492.000 [1471.0, 1513.0] 28.00 · 不稳Volatile $1.48 / $4.42 1M
36 20 - 47
kimi-k2.6
月之暗面 · Modified MIT
1483±18.0
1.2K 票votes 1483.000 [1465.0, 1501.0] 27.00 · 不稳Volatile $0.95 / $4 262.1K
37 20 - 48
gemini-3.5-flash-high
Google · Proprietary
1482±22.0
827 票votes 1482.000 [1460.0, 1504.0] 28.00 · 不稳Volatile $0.75 / $4.50 1M
38 21 - 48
minimax-m3
MiniMax · MiniMax Community License
1477±18.0
1.3K 票votes 1477.000 [1459.0, 1495.0] 27.00 · 不稳Volatile $0.30 / $1.20 524.3K
39 24 - 48
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1474±15.0
1.9K 票votes 1474.000 [1459.0, 1489.0] 24.00 · 不稳Volatile $5 / $30 N/A
40 24 - 48
mimo-v2.5-pro
小米 · MIT
1472±16.0
1.6K 票votes 1472.000 [1456.0, 1488.0] 24.00 · 不稳Volatile $0.43 / $0.87 1.1M
41 24 - 63
qwen3.6-max-preview
阿里巴巴 · Proprietary
1457±34.0
342 票votes 1457.000 [1423.0, 1491.0] 39.00 · 不稳Volatile $1.03 / $6.16 262.1K
42 33 - 57
qwen3.6-plus
阿里巴巴 · Proprietary
1456±14.0
1.9K 票votes 1456.000 [1442.0, 1470.0] 24.00 · 不稳Volatile $0.33 / $1.95 1M
43 32 - 58
deepseek-v4-pro-high-preview
DeepSeek · MIT
1455±16.0
1.5K 票votes 1455.000 [1439.0, 1471.0] 26.00 · 不稳Volatile $1.32 / $3.96 1M
44 25 - 70
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1448±37.0
335 票votes 1448.000 [1411.0, 1485.0] 45.00 · 不稳Volatile $1.75 / $14 400K
45 35 - 60
claude-opus-4-5-20251101
Anthropic · Proprietary
1447±18.0
1.6K 票votes 1447.000 [1429.0, 1465.0] 25.00 · 不稳Volatile $5 / $25 200K
46 32 - 66
kimi-k2.7-code
月之暗面 · Modified MIT
1445±27.0
587 票votes 1445.000 [1418.0, 1472.0] 34.00 · 不稳Volatile $0.66 / $3.40 262.1K
47 21 - 78
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1439±61.0
122 票votes 1439.000 [1378.0, 1500.0] 57.00 · 不稳Volatile $2.50 / $15 1.1M
48 40 - 64
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1438±16.0
1.7K 票votes 1438.000 [1422.0, 1454.0] 24.00 · 不稳Volatile $5 / $30 N/A
49 40 - 65
gemini-3.1-pro-preview
Google · Proprietary
1433±13.0
2.6K 票votes 1433.000 [1420.0, 1446.0] 25.00 · 不稳Volatile $1 / $6 1M
50 40 - 70
mimo-v2-pro
小米 · Proprietary
1433±22.0
841 票votes 1433.000 [1411.0, 1455.0] 30.00 · 不稳Volatile $1 / $3 1M
51 40 - 66
mimo-v2.5
小米 · MIT
1431±16.0
1.6K 票votes 1431.000 [1415.0, 1447.0] 26.00 · 不稳Volatile $0.14 / $0.28 1.1M
52 40 - 70
minimax-m2.5
MiniMax · Modified MIT
1430±21.0
934 票votes 1430.000 [1409.0, 1451.0] 30.00 · 不稳Volatile $0.27 / $1.08 204.8K
53 40 - 70
deepseek-v4-pro
DeepSeek · MIT
1427±15.0
1.7K 票votes 1427.000 [1412.0, 1442.0] 30.00 · 不稳Volatile $1.32 / $3.96 1M
54 41 - 68
kimi-k2.5-thinking
月之暗面 · Modified MIT
1427±14.0
2.2K 票votes 1427.000 [1413.0, 1441.0] 27.00 · 不稳Volatile $0.60 / $3 N/A
55 40 - 74
glm-5
智谱 ZAI · MIT
1426±22.0
873 票votes 1426.000 [1404.0, 1448.0] 34.00 · 不稳Volatile $1 / $3.20 202.8K
56 40 - 78
glm-4.7
智谱 ZAI · MIT
1413±32.0
490 票votes 1413.000 [1381.0, 1445.0] 38.00 · 不稳Volatile $0.40 / $1.75 204.8K
57 43 - 76
deepseek-v4-flash-high-preview
DeepSeek · MIT
1413±18.0
1.2K 票votes 1413.000 [1395.0, 1431.0] 33.00 · 不稳Volatile $0.44 / $1.32 1M
58 44 - 78
gemini-3-flash
Google · Proprietary
1405±20.0
1.3K 票votes 1405.000 [1385.0, 1425.0] 34.00 · 不稳Volatile $0.50 / $3 1M
59 31 - 94
gpt-5.2
OpenAI · Proprietary
1403±72.0
110 票votes 1403.000 [1331.0, 1475.0] 63.00 · 不稳Volatile $0.88 / $7 400K
60 50 - 78
minimax-m2.7
MiniMax · Modified MIT
1397±16.0
1.6K 票votes 1397.000 [1381.0, 1413.0] 28.00 · 不稳Volatile $0.30 / $1.20 204.8K
61 40 - 89
gpt-5-medium
OpenAI · Proprietary
1397±45.0
293 票votes 1397.000 [1352.0, 1442.0] 49.00 · 不稳Volatile $1.25 / $10 400K
62 49 - 81
gemini-3-pro
Google · Proprietary
1395±19.0
1.6K 票votes 1395.000 [1376.0, 1414.0] 32.00 · 不稳Volatile $2 / $12 1M
63 44 - 87
gpt-5.1-medium
OpenAI · Proprietary
1394±33.0
498 票votes 1394.000 [1361.0, 1427.0] 43.00 · 不稳Volatile $0.63 / $5 400K
64 54 - 78
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1393±14.0
2.2K 票votes 1393.000 [1379.0, 1407.0] 24.00 · 不稳Volatile $0.39 / $2.34 262.1K
65 43 - 89
gpt-5.4
OpenAI · Proprietary
1391±40.0
240 票votes 1391.000 [1351.0, 1431.0] 46.00 · 不稳Volatile $2.50 / $15 1.1M
66 49 - 85
minimax-m2.1-preview
MiniMax · MIT
1391±24.0
899 票votes 1391.000 [1367.0, 1415.0] 36.00 · 不稳Volatile $0.30 / $1.20 204.8K
67 54 - 82
gpt-5.4-mini-high
OpenAI · Proprietary
1390±17.0
1.4K 票votes 1390.000 [1373.0, 1407.0] 28.00 · 不稳Volatile $0.75 / $4.50 400K
68 45 - 88
kimi-k2.5-instant
月之暗面 · Modified MIT
1390±33.0
401 票votes 1390.000 [1357.0, 1423.0] 43.00 · 不稳Volatile $0.60 / $3 262.1K
69 47 - 88
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1388±32.0
428 票votes 1388.000 [1356.0, 1420.0] 41.00 · 不稳Volatile $1.75 / $14 400K
70 44 - 90
glm-5v-turbo
智谱 ZAI · Proprietary
1385±41.0
262 票votes 1385.000 [1344.0, 1426.0] 46.00 · 不稳Volatile $1.20 / $4 202.8K
71 55 - 85
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1384±17.0
1.8K 票votes 1384.000 [1367.0, 1401.0] 30.00 · 不稳Volatile $3 / $15 200K
72 54 - 88
inkling
Thinky · Apache 2.0
1381±26.0
624 票votes 1381.000 [1355.0, 1407.0] 34.00 · 不稳Volatile $1 / $4.05 524.3K
73 55 - 88
claude-sonnet-4-5-20250929-high-32k
Anthropic · Proprietary
1378±19.0
1.5K 票votes 1378.000 [1359.0, 1397.0] 33.00 · 不稳Volatile $3 / $15 200K
74 54 - 94
Inkling Small
Thinky · Apache 2.0
1369±38.0
277 票votes 1369.000 [1331.0, 1407.0] 40.00 · 不稳Volatile $0.45 / $1.20 1M
75 56 - 92
claude-opus-4-1-20250805
Anthropic · Proprietary
1366±28.0
725 票votes 1366.000 [1338.0, 1394.0] 36.00 · 不稳Volatile $15 / $75 200K
76 46 - 97
muse-glimmer
Meta · Apache-2.0
1366±56.0
118 票votes 1366.000 [1310.0, 1422.0] 51.00 · 不稳Volatile N/A N/A
77 61 - 89
gemini-3-flash (thinking-minimal)
Google · Proprietary
1365±13.0
2.6K 票votes 1365.000 [1352.0, 1378.0] 28.00 · 不稳Volatile $0.50 / $3 1M
78 56 - 92
deepseek-v3.2-thinking
DeepSeek · MIT
1363±23.0
847 票votes 1363.000 [1340.0, 1386.0] 36.00 · 不稳Volatile $0.26 / $0.38 163.8K
79 50 - 96
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1363±50.0
174 票votes 1363.000 [1313.0, 1413.0] 46.00 · 不稳Volatile N/A N/A
80 61 - 93
qwen3.5-27b
阿里巴巴 · Apache 2.0
1356±22.0
907 票votes 1356.000 [1334.0, 1378.0] 32.00 · 不稳Volatile $0.20 / $1.56 262.1K
81 62 - 93
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1354±21.0
958 票votes 1354.000 [1333.0, 1375.0] 31.00 · 不稳Volatile $0.26 / $2.08 262.1K
82 61 - 95
laguna-m.1
Poolside · Apache 2.0
1351±27.0
622 票votes 1351.000 [1324.0, 1378.0] 34.00 · 不稳Volatile $0.20 / $0.40 262.1K
83 65 - 92
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1351±15.0
1.9K 票votes 1351.000 [1336.0, 1366.0] 27.00 · 不稳Volatile $1.25 / $2.50 1M
84 63 - 96
mimo-v2-flash (non-thinking)
小米 · MIT
1342±26.0
716 票votes 1342.000 [1316.0, 1368.0] 33.00 · 不稳Volatile $0.10 / $0.30 262.1K
85 65 - 96
gpt-5.2-codex
OpenAI · Proprietary
1341±24.0
837 票votes 1341.000 [1317.0, 1365.0] 31.00 · 不稳Volatile $1.75 / $14 400K
86 66 - 96
gpt-5.1
OpenAI · Proprietary
1340±21.0
1.2K 票votes 1340.000 [1319.0, 1361.0] 30.00 · 不稳Volatile $0.63 / $5 400K
87 63 - 97
glm-4.6
智谱 ZAI · MIT
1339±28.0
685 票votes 1339.000 [1311.0, 1367.0] 34.00 · 不稳Volatile $0.43 / $1.75 204.8K
88 70 - 96
grok-4.3
SpaceXAI · Proprietary
1338±17.0
1.5K 票votes 1338.000 [1321.0, 1355.0] 26.00 · 不稳Volatile $1.25 / $2.50 1M
89 73 - 97
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1327±18.0
1.5K 票votes 1327.000 [1309.0, 1345.0] 24.00 · 不稳Volatile $1.15 / $8 262.1K
90 79 - 97
claude-haiku-4-5-20251001
Anthropic · Proprietary
1320±12.0
3.0K 票votes 1320.000 [1308.0, 1332.0] 18.00 · 不稳Volatile $1 / $5 200K
91 74 - 98
gemma-4-31b
Google · Apache 2.0
1319±24.0
851 票votes 1319.000 [1295.0, 1343.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
92 63 - 105
gemma-4-26b-a4b
Google · Apache 2.0
1318±54.0
146 票votes 1318.000 [1264.0, 1372.0] 42.00 · 不稳Volatile N/A N/A
93 81 - 99
deepseek-v3.2
DeepSeek · MIT
1308±20.0
1.1K 票votes 1308.000 [1288.0, 1328.0] 18.00 · 不稳Volatile $0.26 / $0.38 163.8K
94 74 - 103
gpt-5.1-codex
OpenAI · Proprietary
1307±33.0
527 票votes 1307.000 [1274.0, 1340.0] 29.00 · 不稳Volatile $1.25 / $10 400K
95 82 - 103
minimax-m2
MiniMax · Apache 2.0
1296±27.0
692 票votes 1296.000 [1269.0, 1323.0] 21.00 · 不稳Volatile $0.26 / $1.02 204.8K
96 77 - 107
mistral-medium-3.5
Mistral · Modified MIT
1295±41.0
261 票votes 1295.000 [1254.0, 1336.0] 30.00 · 不稳Volatile $1.50 / $7.50 262.1K
97 87 - 107
laguna-xs.2
Poolside · Apache 2.0
1282±30.0
503 票votes 1282.000 [1252.0, 1312.0] 20.00 · 不稳Volatile $0.10 / $0.20 262.1K
98 93 - 109
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1262±19.0
1.4K 票votes 1262.000 [1243.0, 1281.0] 16.00 · 不稳Volatile $0.40 / $1.60 262.1K
99 93 - 111
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1253±27.0
687 票votes 1253.000 [1226.0, 1280.0] 18.00 · 不稳Volatile $0.20 / $0.50 2M
100 92 - 111
mimo-v2-flash (thinking)
小米 · MIT
1244±48.0
205 票votes 1244.000 [1196.0, 1292.0] 19.00 · 不稳Volatile $0.10 / $0.30 262.1K
101 93 - 111
deepseek-v3.2-exp
DeepSeek · MIT
1241±37.0
406 票votes 1241.000 [1204.0, 1278.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
102 96 - 111
gemini-3.1-flash-lite-preview
Google · Proprietary
1240±17.0
1.8K 票votes 1240.000 [1223.0, 1257.0] 15.00 · 不稳Volatile $0.25 / $1.50 1M
103 93 - 111
gemini-2.5-pro
Google · Proprietary
1237±46.0
275 票votes 1237.000 [1191.0, 1283.0] 18.00 · 不稳Volatile $0.63 / $5 1M
104 91 - 112
grok-4.1-thinking
SpaceXAI · Proprietary
1227±74.0
111 票votes 1227.000 [1153.0, 1301.0] 21.00 · 不稳Volatile N/A N/A
105 95 - 112
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1216±50.0
190 票votes 1216.000 [1166.0, 1266.0] 17.00 · 不稳Volatile $0.25 / $1.25 262.1K
106 95 - 112
gpt-5.1-codex-mini
OpenAI · Proprietary
1201±67.0
122 票votes 1201.000 [1134.0, 1268.0] 17.00 · 不稳Volatile $0.25 / $2 400K
107 96 - 112
trinity-large-thinking
· Apache 2.0
1197±66.0
125 票votes 1197.000 [1131.0, 1263.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
108 98 - 112
qwen3.5-flash
阿里巴巴 · Proprietary
1189±56.0
169 票votes 1189.000 [1133.0, 1245.0] 14.00 · 不稳Volatile N/A N/A
109 98 - 112
KAT-Coder-Pro-V1
· Proprietary
1175±77.0
136 票votes 1175.000 [1098.0, 1252.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
110 99 - 112
devstral-2
Mistral · Modified MIT
1167±62.0
136 票votes 1167.000 [1105.0, 1229.0] 13.00 · 不稳Volatile N/A N/A
111 99 - 112
grok-code-fast-1
SpaceXAI · Proprietary
1166±75.0
92 票votes 1166.000 [1091.0, 1241.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
112 104 - 112
granite-4.1-8b
IBM · Apache 2.0
1132±57.0
206 票votes 1132.000 [1075.0, 1189.0] 8.00 · 波动Unstable $0.05 / $0.10 131.1K
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