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 - 7
claude-opus-5-max
Anthropic · Proprietary
1679±28.0
666 votes 1679.000 [1651.0, 1707.0] 6.00 · 波动Unstable $5 / $25 1M
🥈 1 - 7
claude-fable-5
Anthropic · Proprietary
1672±24.0
941 votes 1672.000 [1648.0, 1696.0] 6.00 · 波动Unstable $10 / $50 1M
🥉 1 - 8
claude-opus-5-high
Anthropic · Proprietary
1660±24.0
829 votes 1660.000 [1636.0, 1684.0] 7.00 · 波动Unstable $5 / $25 1M
4 1 - 8
kimi-k3-max
月之暗面 · Kimi K3 license
1650±33.0
464 votes 1650.000 [1617.0, 1683.0] 7.00 · 波动Unstable $3 / $15 1M
5 1 - 9
grok-4.6-high
SpaceXAI · Proprietary
1642±51.0Preliminary
178 votes 1642.000 [1591.0, 1693.0] 8.00 · 波动Unstable $2 / $6 500K
6 1 - 9
qwen3.8-max
阿里巴巴 · Proprietary
1628±37.0Preliminary
348 votes 1628.000 [1591.0, 1665.0] 8.00 · 波动Unstable $2 / $6 1M
7 3 - 9
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1625±23.0
910 votes 1625.000 [1602.0, 1648.0] 6.00 · 波动Unstable $5 / $30 1.1M
8 1 - 9
gemini-3.7-flash-high
Google · Proprietary
1623±38.0Preliminary
319 votes 1623.000 [1585.0, 1661.0] 8.00 · 波动Unstable $0.19 / $0.94 1M
9 5 - 24
grok-4.5
SpaceXAI · Proprietary
1578±27.0
586 votes 1578.000 [1551.0, 1605.0] 19.00 · 不稳Volatile $2 / $6 500K
10 9 - 24
claude-opus-4-7
Anthropic · Proprietary
1563±16.0
1.6K votes 1563.000 [1547.0, 1579.0] 15.00 · 不稳Volatile $5 / $25 1M
11 9 - 26
claude-opus-4-6-high
Anthropic · Proprietary
1559±14.0
2.1K votes 1559.000 [1545.0, 1573.0] 17.00 · 不稳Volatile $5 / $25 1M
12 9 - 30
claude-opus-4-8-high
Anthropic · Proprietary
1557±19.0
1.1K votes 1557.000 [1538.0, 1576.0] 21.00 · 不稳Volatile $5 / $25 1M
13 9 - 30
claude-opus-4-7-high
Anthropic · Proprietary
1555±15.0
1.8K votes 1555.000 [1540.0, 1570.0] 21.00 · 不稳Volatile $5 / $25 1M
14 9 - 31
claude-opus-4-6
Anthropic · Proprietary
1550±14.0
2.2K votes 1550.000 [1536.0, 1564.0] 22.00 · 不稳Volatile $5 / $25 1M
15 9 - 32
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1545±17.0
1.5K votes 1545.000 [1528.0, 1562.0] 23.00 · 不稳Volatile $5 / $30 N/A
16 9 - 37
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1544±29.0
494 votes 1544.000 [1515.0, 1573.0] 28.00 · 不稳Volatile $2 / $12 1M
17 9 - 38
gemini-3.5-flash-high
Google · Proprietary
1541±29.0
490 votes 1541.000 [1512.0, 1570.0] 29.00 · 不稳Volatile $0.75 / $4.50 1M
18 9 - 33
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1540±16.0
1.6K votes 1540.000 [1524.0, 1556.0] 24.00 · 不稳Volatile N/A N/A
19 9 - 38
muse-spark-1.1
Meta · Proprietary
1540±27.0
595 votes 1540.000 [1513.0, 1567.0] 29.00 · 不稳Volatile $1.25 / $4.25 N/A
20 9 - 36
glm-5.2-max
智谱 ZAI · MIT
1540±21.0
924 votes 1540.000 [1519.0, 1561.0] 27.00 · 不稳Volatile $1.40 / $4.40 1M
21 9 - 41
muse-spark-1.2 (xHigh)
Meta · Proprietary
1539±41.0
250 votes 1539.000 [1498.0, 1580.0] 32.00 · 不稳Volatile $1.25 / $4.25 N/A
22 9 - 40
deepseek-v4-flash-high
DeepSeek · MIT
1539±35.0
319 votes 1539.000 [1504.0, 1574.0] 31.00 · 不稳Volatile $0.44 / $1.32 1M
23 9 - 38
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1537±28.0
550 votes 1537.000 [1509.0, 1565.0] 29.00 · 不稳Volatile $0.20 / $1.20 1M
24 9 - 38
gemini-3.6-flash-high
Google · Proprietary
1535±26.0
630 votes 1535.000 [1509.0, 1561.0] 29.00 · 不稳Volatile $0.38 / $1.88 1M
25 12 - 37
claude-sonnet-4-6
Anthropic · Proprietary
1529±13.0
2.5K votes 1529.000 [1516.0, 1542.0] 25.00 · 不稳Volatile $1.50 / $7.50 1M
26 12 - 38
claude-opus-4-8
Anthropic · Proprietary
1526±18.0
1.3K votes 1526.000 [1508.0, 1544.0] 26.00 · 不稳Volatile $5 / $25 1M
27 11 - 39
gemini-3.5-flash-medium
Google · Proprietary
1526±20.0
972 votes 1526.000 [1506.0, 1546.0] 28.00 · 不稳Volatile $0.75 / $4.50 1M
28 11 - 40
claude-sonnet-5-high
Anthropic · Proprietary
1523±23.0
728 votes 1523.000 [1500.0, 1546.0] 29.00 · 不稳Volatile $1 / $5 1M
29 12 - 40
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1521±20.0
979 votes 1521.000 [1501.0, 1541.0] 28.00 · 不稳Volatile $1.48 / $4.42 1M
30 12 - 40
glm-5.1
智谱 ZAI · MIT
1521±20.0
972 votes 1521.000 [1501.0, 1541.0] 28.00 · 不稳Volatile $1.40 / $4.40 202.8K
31 17 - 40
claude-opus-4-5-20251101-high-32k
Anthropic · Proprietary
1512±12.0
6.0K votes 1512.000 [1500.0, 1524.0] 23.00 · 不稳Volatile $5 / $25 200K
32 17 - 42
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1505±16.0
1.6K votes 1505.000 [1489.0, 1521.0] 25.00 · 不稳Volatile N/A N/A
33 17 - 48
seed-2.1-pro-preview
字节跳动 · Proprietary
1497±22.0
780 votes 1497.000 [1475.0, 1519.0] 31.00 · 不稳Volatile N/A N/A
34 15 - 50
qwen3.6-max-preview
阿里巴巴 · Proprietary
1495±35.0
324 votes 1495.000 [1460.0, 1530.0] 35.00 · 不稳Volatile $1.03 / $6.16 262.1K
35 20 - 48
kimi-k2.6
月之暗面 · Modified MIT
1495±19.0
1.1K votes 1495.000 [1476.0, 1514.0] 28.00 · 不稳Volatile $0.95 / $4 262.1K
36 25 - 45
gemini-3.1-pro-preview
Google · Proprietary
1494±13.0
2.2K votes 1494.000 [1481.0, 1507.0] 20.00 · 不稳Volatile $1 / $6 1M
37 18 - 56
gemini-3.5-flash
Google · Proprietary
1483±34.0
345 votes 1483.000 [1449.0, 1517.0] 38.00 · 不稳Volatile $0.75 / $4.50 1M
38 31 - 48
mimo-v2.5-pro
小米 · MIT
1482±16.0
1.5K votes 1482.000 [1466.0, 1498.0] 17.00 · 不稳Volatile $0.43 / $0.87 1.1M
39 32 - 48
claude-opus-4-5-20251101
Anthropic · Proprietary
1482±12.0
6.5K votes 1482.000 [1470.0, 1494.0] 16.00 · 不稳Volatile $5 / $25 200K
40 14 - 68
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1477±61.0
113 votes 1477.000 [1416.0, 1538.0] 54.00 · 不稳Volatile $2.50 / $15 1.1M
41 16 - 66
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1474±53.0
130 votes 1474.000 [1421.0, 1527.0] 50.00 · 不稳Volatile $2.50 / $15 1.1M
42 33 - 53
deepseek-v4-pro-high-preview
DeepSeek · MIT
1473±16.0
1.5K votes 1473.000 [1457.0, 1489.0] 20.00 · 不稳Volatile $1.17 / $2.34 1M
43 34 - 53
gemini-3-pro
Google · Proprietary
1469±11.0
10.7K votes 1469.000 [1458.0, 1480.0] 19.00 · 不稳Volatile $2 / $12 1M
44 26 - 66
hy3
腾讯 · Apache 2.0
1465±41.0
245 votes 1465.000 [1424.0, 1506.0] 40.00 · 不稳Volatile $0.13 / $0.53 262.1K
45 33 - 58
minimax-m3
MiniMax · MiniMax Community License
1464±18.0
1.2K votes 1464.000 [1446.0, 1482.0] 25.00 · 不稳Volatile $0.60 / $2.40 N/A
46 34 - 56
qwen3.6-plus
阿里巴巴 · Proprietary
1462±15.0
1.7K votes 1462.000 [1447.0, 1477.0] 22.00 · 不稳Volatile $0.33 / $1.95 1M
47 33 - 63
kimi-k2.7-code
月之暗面 · Modified MIT
1462±26.0
601 votes 1462.000 [1436.0, 1488.0] 30.00 · 不稳Volatile $0.47 / $2 262.1K
48 34 - 65
glm-5
智谱 ZAI · MIT
1454±22.0
836 votes 1454.000 [1432.0, 1476.0] 31.00 · 不稳Volatile $1 / $3.20 202.8K
49 39 - 65
glm-4.7
智谱 ZAI · MIT
1446±14.0
3.7K votes 1446.000 [1432.0, 1460.0] 26.00 · 不稳Volatile $0.40 / $1.75 204.8K
50 41 - 65
gemini-3-flash
Google · Proprietary
1444±12.0
7.0K votes 1444.000 [1432.0, 1456.0] 24.00 · 不稳Volatile $0.50 / $3 1M
51 38 - 68
mimo-v2-pro
小米 · Proprietary
1439±22.0
814 votes 1439.000 [1417.0, 1461.0] 30.00 · 不稳Volatile $1 / $3 1M
52 41 - 66
deepseek-v4-pro
DeepSeek · MIT
1436±17.0
1.4K votes 1436.000 [1419.0, 1453.0] 25.00 · 不稳Volatile $1.17 / $2.34 1M
53 44 - 68
kimi-k2.5-thinking
月之暗面 · Modified MIT
1430±13.0
2.3K votes 1430.000 [1417.0, 1443.0] 24.00 · 不稳Volatile $0.60 / $3 N/A
54 43 - 71
mimo-v2.5
小米 · MIT
1429±17.0
1.4K votes 1429.000 [1412.0, 1446.0] 28.00 · 不稳Volatile $0.14 / $0.28 1.1M
55 43 - 71
gpt-5-medium
OpenAI · Proprietary
1429±17.0
3.0K votes 1429.000 [1412.0, 1446.0] 28.00 · 不稳Volatile $0.63 / $5 400K
56 41 - 76
gpt-5.2
OpenAI · Proprietary
1428±24.0
1.1K votes 1428.000 [1404.0, 1452.0] 35.00 · 不稳Volatile $0.88 / $7 400K
57 38 - 79
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1428±33.0
374 votes 1428.000 [1395.0, 1461.0] 41.00 · 不稳Volatile $1.75 / $14 400K
58 44 - 75
gpt-5.4-mini-high
OpenAI · Proprietary
1423±17.0
1.3K votes 1423.000 [1406.0, 1440.0] 31.00 · 不稳Volatile $0.75 / $4.50 400K
59 44 - 76
deepseek-v4-flash-high-preview
DeepSeek · MIT
1422±19.0
1.1K votes 1422.000 [1403.0, 1441.0] 32.00 · 不稳Volatile $0.14 / $0.28 1M
60 39 - 81
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1420±38.0
271 votes 1420.000 [1382.0, 1458.0] 42.00 · 不稳Volatile $1.75 / $14 400K
61 39 - 84
gpt-5.4
OpenAI · Proprietary
1416±44.0
188 votes 1416.000 [1372.0, 1460.0] 45.00 · 不稳Volatile $2.50 / $15 1.1M
62 45 - 79
minimax-m2.5
MiniMax · Modified MIT
1415±21.0
914 votes 1415.000 [1394.0, 1436.0] 34.00 · 不稳Volatile $0.22 / $0.90 204.8K
63 44 - 79
kimi-k2.5-instant
月之暗面 · Modified MIT
1414±29.0
465 votes 1414.000 [1385.0, 1443.0] 35.00 · 不稳Volatile $0.57 / $2.85 262.1K
64 48 - 78
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1412±13.0
2.2K votes 1412.000 [1399.0, 1425.0] 30.00 · 不稳Volatile $0.50 / $3.60 262.1K
65 51 - 79
minimax-m2.7
MiniMax · Modified MIT
1403±15.0
1.6K votes 1403.000 [1388.0, 1418.0] 28.00 · 不稳Volatile $0.30 / $1.20 204.8K
66 54 - 79
gpt-5.1-medium
OpenAI · Proprietary
1401±13.0
4.7K votes 1401.000 [1388.0, 1414.0] 25.00 · 不稳Volatile $0.63 / $5 400K
67 54 - 79
minimax-m2.1-preview
MiniMax · MIT
1401±13.0
5.1K votes 1401.000 [1388.0, 1414.0] 25.00 · 不稳Volatile $0.30 / $1.20 204.8K
68 56 - 79
claude-sonnet-4-5-20250929-high-32k
Anthropic · Proprietary
1399±11.0
8.8K votes 1399.000 [1388.0, 1410.0] 23.00 · 不稳Volatile $3 / $15 200K
69 56 - 79
claude-opus-4-1-20250805
Anthropic · Proprietary
1398±12.0
6.8K votes 1398.000 [1386.0, 1410.0] 23.00 · 不稳Volatile $15 / $75 200K
70 56 - 79
gemini-3-flash (thinking-minimal)
Google · Proprietary
1398±10.0
5.8K votes 1398.000 [1388.0, 1408.0] 23.00 · 不稳Volatile $0.50 / $3 1M
71 44 - 92
solar-pro4
Upstage · Proprietary
1394±48.0
159 votes 1394.000 [1346.0, 1442.0] 48.00 · 不稳Volatile $0.03 / $0.12 524.3K
72 54 - 84
qwen3.5-27b
阿里巴巴 · Apache 2.0
1393±21.0
888 votes 1393.000 [1372.0, 1414.0] 30.00 · 不稳Volatile $0.20 / $1.56 262.1K
73 59 - 81
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1390±11.0
10.2K votes 1390.000 [1379.0, 1401.0] 22.00 · 不稳Volatile $3 / $15 200K
74 45 - 93
muse-glimmer
Meta · Apache-2.0
1385±47.0
155 votes 1385.000 [1338.0, 1432.0] 48.00 · 不稳Volatile N/A N/A
75 57 - 90
inkling
Thinky · Apache 2.0
1381±24.0
726 votes 1381.000 [1357.0, 1405.0] 33.00 · 不稳Volatile $0.50 / $2.02 524.3K
76 60 - 90
gemma-4-31b
Google · Apache 2.0
1377±20.0
1.0K votes 1377.000 [1357.0, 1397.0] 30.00 · 不稳Volatile $0.14 / $0.40 262.1K
77 51 - 94
gemma-4-26b-a4b
Google · Apache 2.0
1372±45.0
194 votes 1372.000 [1327.0, 1417.0] 43.00 · 不稳Volatile N/A N/A
78 69 - 90
deepseek-v3.2-thinking
DeepSeek · MIT
1369±14.0
3.1K votes 1369.000 [1355.0, 1383.0] 21.00 · 不稳Volatile $0.27 / $0.40 163.8K
79 69 - 91
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1367±16.0
1.6K votes 1367.000 [1351.0, 1383.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
80 56 - 95
glm-5v-turbo
智谱 ZAI · Proprietary
1365±46.0
219 votes 1365.000 [1319.0, 1411.0] 39.00 · 不稳Volatile $1.20 / $4 202.8K
81 71 - 91
gpt-5.1
OpenAI · Proprietary
1364±11.0
7.8K votes 1364.000 [1353.0, 1375.0] 20.00 · 不稳Volatile $0.63 / $5 400K
82 71 - 93
grok-4.3
SpaceXAI · Proprietary
1360±17.0
1.4K votes 1360.000 [1343.0, 1377.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
83 59 - 97
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1358±44.0
197 votes 1358.000 [1314.0, 1402.0] 38.00 · 不稳Volatile N/A N/A
84 71 - 94
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1357±21.0
940 votes 1357.000 [1336.0, 1378.0] 23.00 · 不稳Volatile $0.29 / $2.40 262.1K
85 73 - 93
mimo-v2-flash (non-thinking)
小米 · MIT
1353±14.0
3.1K votes 1353.000 [1339.0, 1367.0] 20.00 · 不稳Volatile $0.10 / $0.30 262.1K
86 73 - 93
glm-4.6
智谱 ZAI · MIT
1350±12.0
6.6K votes 1350.000 [1338.0, 1362.0] 20.00 · 不稳Volatile $0.50 / $2 204.8K
87 73 - 94
gpt-5.2-codex
OpenAI · Proprietary
1348±15.0
2.3K votes 1348.000 [1333.0, 1363.0] 21.00 · 不稳Volatile $1.75 / $14 400K
88 73 - 94
gpt-5.1-codex
OpenAI · Proprietary
1346±13.0
4.9K votes 1346.000 [1333.0, 1359.0] 21.00 · 不稳Volatile $1.25 / $10 400K
89 73 - 95
mimo-v2-flash (thinking)
小米 · MIT
1346±23.0
853 votes 1346.000 [1323.0, 1369.0] 22.00 · 不稳Volatile $0.10 / $0.30 262.1K
90 83 - 97
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1326±11.0
7.8K votes 1326.000 [1315.0, 1337.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
91 78 - 99
laguna-m.1
Poolside · Apache 2.0
1324±27.0
587 votes 1324.000 [1297.0, 1351.0] 21.00 · 不稳Volatile $0.20 / $0.40 262.1K
92 73 - 104
mistral-medium-3.5
Mistral · Modified MIT
1317±42.0
246 votes 1317.000 [1275.0, 1359.0] 31.00 · 不稳Volatile $1.50 / $7.50 262.1K
93 87 - 98
claude-haiku-4-5-20251001
Anthropic · Proprietary
1316±9.0
10.1K votes 1316.000 [1307.0, 1325.0] 11.00 · 波动Unstable $1 / $5 200K
94 89 - 101
minimax-m2
MiniMax · Apache 2.0
1307±12.0
6.5K votes 1307.000 [1295.0, 1319.0] 12.00 · 不稳Volatile $0.26 / $1.02 204.8K
95 89 - 101
deepseek-v3.2
DeepSeek · MIT
1304±12.0
4.1K votes 1304.000 [1292.0, 1316.0] 12.00 · 不稳Volatile $0.27 / $0.40 163.8K
96 79 - 108
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1298±45.0
187 votes 1298.000 [1253.0, 1343.0] 29.00 · 不稳Volatile $0.25 / $1.25 262.1K
97 76 - 111
qwen3.5-flash
阿里巴巴 · Proprietary
1293±60.0
121 votes 1293.000 [1233.0, 1353.0] 35.00 · 不稳Volatile N/A N/A
98 92 - 104
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1286±11.0
8.3K votes 1286.000 [1275.0, 1297.0] 12.00 · 不稳Volatile $0.40 / $1.60 262.1K
99 93 - 104
deepseek-v3.2-exp
DeepSeek · MIT
1282±15.0
3.9K votes 1282.000 [1267.0, 1297.0] 11.00 · 波动Unstable $0.27 / $0.41 163.8K
100 91 - 109
laguna-xs.2
Poolside · Apache 2.0
1282±31.0
477 votes 1282.000 [1251.0, 1313.0] 18.00 · 不稳Volatile $0.10 / $0.20 262.1K
101 93 - 108
gemini-3.1-flash-lite-preview
Google · Proprietary
1280±17.0
1.7K votes 1280.000 [1263.0, 1297.0] 15.00 · 不稳Volatile $0.25 / $1.50 1M
102 95 - 110
KAT-Coder-Pro-V1
· Proprietary
1265±21.0
1.5K votes 1265.000 [1244.0, 1286.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
103 95 - 111
gpt-5.1-codex-mini
OpenAI · Proprietary
1254±23.0
1.1K votes 1254.000 [1231.0, 1277.0] 16.00 · 不稳Volatile $0.25 / $2 400K
104 98 - 111
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1252±14.0
4.1K votes 1252.000 [1238.0, 1266.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
105 95 - 113
trinity-large-thinking
· Apache 2.0
1241±50.0
182 votes 1241.000 [1191.0, 1291.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
106 98 - 111
mistral-large-3
Mistral · Apache 2.0
1239±26.0
815 votes 1239.000 [1213.0, 1265.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
107 100 - 111
gemini-2.5-pro
Google · Proprietary
1235±17.0
2.7K votes 1235.000 [1218.0, 1252.0] 11.00 · 波动Unstable $0.63 / $5 1M
108 101 - 113
grok-4.1-thinking
SpaceXAI · Proprietary
1220±26.0
948 votes 1220.000 [1194.0, 1246.0] 12.00 · 不稳Volatile N/A N/A
109 98 - 113
granite-4.1-8b
IBM · Apache 2.0
1216±48.0
222 votes 1216.000 [1168.0, 1264.0] 15.00 · 不稳Volatile $0.05 / $0.10 131.1K
110 102 - 113
devstral-2
Mistral · Modified MIT
1216±24.0
950 votes 1216.000 [1192.0, 1240.0] 11.00 · 波动Unstable N/A N/A
111 98 - 113
mercury-2
Inception AI · Proprietary
1199±68.0
103 votes 1199.000 [1131.0, 1267.0] 15.00 · 不稳Volatile $0.25 / $0.75 128K
112 107 - 113
grok-code-fast-1
SpaceXAI · Proprietary
1172±29.0
783 votes 1172.000 [1143.0, 1201.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
113 107 - 113
grok-4-fast-reasoning
SpaceXAI · Proprietary
1170±28.0
733 votes 1170.000 [1142.0, 1198.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
114 114 - 114
devstral-medium-2507
Mistral · Proprietary
1087±31.0
831 votes 1087.000 [1056.0, 1118.0] 0.00 · 稳定Stable $0.40 / $2 128K
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