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-max
月之暗面 · Kimi K3 license
1702±20.0
1.4K 票votes 1702.000 [1682.0, 1722.0] 2.00 · 稳定Stable $3 / $15 1M
🥈 1 - 3
claude-opus-5-max
Anthropic · Proprietary
1677±18.0
1.5K 票votes 1677.000 [1659.0, 1695.0] 2.00 · 稳定Stable $5 / $25 1M
🥉 1 - 5
qwen3.8-max
阿里巴巴 · Proprietary
1669±25.0Preliminary
756 票votes 1669.000 [1644.0, 1694.0] 4.00 · 稳定Stable $2 / $6 1M
4 3 - 7
claude-opus-5-high
Anthropic · Proprietary
1642±16.0
1.8K 票votes 1642.000 [1626.0, 1658.0] 4.00 · 稳定Stable $5 / $25 1M
5 3 - 8
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1631±14.0
2.3K 票votes 1631.000 [1617.0, 1645.0] 5.00 · 波动Unstable $5 / $30 1.1M
6 4 - 8
claude-fable-5
Anthropic · Proprietary
1623±15.0
2.0K 票votes 1623.000 [1608.0, 1638.0] 4.00 · 稳定Stable $10 / $50 1M
7 4 - 8
deepseek-v4-flash-high
DeepSeek · MIT
1610±25.0Preliminary
673 票votes 1610.000 [1585.0, 1635.0] 4.00 · 稳定Stable $0.14 / $0.28 1M
8 5 - 8
glm-5.2-max
智谱 ZAI · MIT
1609±14.0
2.3K 票votes 1609.000 [1595.0, 1623.0] 3.00 · 稳定Stable $1.40 / $4.40 1M
9 9 - 16
claude-opus-4-7-thinking
Anthropic · Proprietary
1566±10.0
4.2K 票votes 1566.000 [1556.0, 1576.0] 7.00 · 波动Unstable $2.50 / $12.50 1M
10 9 - 17
claude-opus-4-7
Anthropic · Proprietary
1564±10.0
4.1K 票votes 1564.000 [1554.0, 1574.0] 8.00 · 波动Unstable $5 / $25 1M
11 9 - 22
claude-sonnet-5-high
Anthropic · Proprietary
1559±15.0
1.8K 票votes 1559.000 [1544.0, 1574.0] 13.00 · 不稳Volatile $1 / $5 1M
12 9 - 21
claude-opus-4-8-thinking
Anthropic · Proprietary
1558±12.0
3.1K 票votes 1558.000 [1546.0, 1570.0] 12.00 · 不稳Volatile $2.50 / $12.50 1M
13 9 - 26
grok-4.5
SpaceXAI · Proprietary
1551±16.0
1.5K 票votes 1551.000 [1535.0, 1567.0] 17.00 · 不稳Volatile $2 / $6 500K
14 9 - 27
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1541±17.0
1.3K 票votes 1541.000 [1524.0, 1558.0] 18.00 · 不稳Volatile $2 / $12 1M
15 10 - 27
seed-2.1-pro-preview
字节跳动 · Proprietary
1540±14.0Preliminary
2.0K 票votes 1540.000 [1526.0, 1554.0] 17.00 · 不稳Volatile N/A N/A
16 9 - 27
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1539±18.0
1.3K 票votes 1539.000 [1521.0, 1557.0] 18.00 · 不稳Volatile $0.20 / $1.20 1M
17 11 - 27
claude-opus-4-8
Anthropic · Proprietary
1535±12.0
2.9K 票votes 1535.000 [1523.0, 1547.0] 16.00 · 不稳Volatile $2.50 / $12.50 1M
18 11 - 27
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1535±12.0
2.6K 票votes 1535.000 [1523.0, 1547.0] 16.00 · 不稳Volatile $1.48 / $4.42 1M
19 11 - 28
muse-spark-1.1
Meta · Proprietary
1534±16.0Preliminary
1.5K 票votes 1534.000 [1518.0, 1550.0] 17.00 · 不稳Volatile $1.25 / $4.25 N/A
20 13 - 27
claude-opus-4-6-thinking
Anthropic · Proprietary
1534±9.0
4.9K 票votes 1534.000 [1525.0, 1543.0] 14.00 · 不稳Volatile $2.50 / $12.50 1M
21 9 - 32
hy3
腾讯 · Apache 2.0
1533±24.0
704 票votes 1533.000 [1509.0, 1557.0] 23.00 · 不稳Volatile $0.13 / $0.53 262.1K
22 13 - 27
claude-opus-4-6
Anthropic · Proprietary
1531±9.0
5.2K 票votes 1531.000 [1522.0, 1540.0] 14.00 · 不稳Volatile $2.50 / $12.50 1M
23 11 - 30
gemini-3.6-flash
Google · Proprietary
1530±18.0Preliminary
1.3K 票votes 1530.000 [1512.0, 1548.0] 19.00 · 不稳Volatile $0.75 / $3.75 1M
24 13 - 29
kimi-k2.6
月之暗面 · Modified MIT
1526±12.0
3.0K 票votes 1526.000 [1514.0, 1538.0] 16.00 · 不稳Volatile $0.95 / $4 262.1K
25 13 - 30
minimax-m3
MiniMax · MiniMax Community License
1523±12.0
2.9K 票votes 1523.000 [1511.0, 1535.0] 17.00 · 不稳Volatile $0.60 / $2.40 N/A
26 14 - 30
claude-sonnet-4-6
Anthropic · Proprietary
1520±9.0
5.9K 票votes 1520.000 [1511.0, 1529.0] 16.00 · 不稳Volatile $1.50 / $7.50 1M
27 12 - 35
muse-spark-1.2 (xHigh)
Meta · Proprietary
1519±26.0
561 票votes 1519.000 [1493.0, 1545.0] 23.00 · 不稳Volatile $1.25 / $4.25 N/A
28 23 - 35
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1502±10.0
3.9K 票votes 1502.000 [1492.0, 1512.0] 12.00 · 不稳Volatile $5 / $30 N/A
29 21 - 35
kimi-k2.7-code
月之暗面 · Modified MIT
1501±17.0
1.4K 票votes 1501.000 [1484.0, 1518.0] 14.00 · 不稳Volatile $0.47 / $2 262.1K
30 26 - 35
glm-5.1
智谱 ZAI · MIT
1498±12.0
2.8K 票votes 1498.000 [1486.0, 1510.0] 9.00 · 波动Unstable $1.40 / $4.40 202.8K
31 22 - 42
gemini-3.5-flash
Google · Proprietary
1492±23.0
794 票votes 1492.000 [1469.0, 1515.0] 20.00 · 不稳Volatile $0.75 / $4.50 1M
32 26 - 41
gemini-3.5-flash-high
Google · Proprietary
1491±19.0
1.1K 票votes 1491.000 [1472.0, 1510.0] 15.00 · 不稳Volatile $0.75 / $4.50 1M
33 27 - 39
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1485±10.0
4.3K 票votes 1485.000 [1475.0, 1495.0] 12.00 · 不稳Volatile N/A N/A
34 27 - 40
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1485±13.0
3.0K 票votes 1485.000 [1472.0, 1498.0] 13.00 · 不稳Volatile $5 / $25 200K
35 27 - 52
qwen3.6-max-preview
阿里巴巴 · Proprietary
1476±22.0
898 票votes 1476.000 [1454.0, 1498.0] 25.00 · 不稳Volatile $1.03 / $6.16 262.1K
36 31 - 52
gemini-3.5-flash-medium
Google · Proprietary
1470±13.0
2.5K 票votes 1470.000 [1457.0, 1483.0] 21.00 · 不稳Volatile $0.75 / $4.50 1M
37 31 - 52
claude-opus-4-5-20251101
Anthropic · Proprietary
1468±11.0
3.7K 票votes 1468.000 [1457.0, 1479.0] 21.00 · 不稳Volatile $5 / $25 200K
38 31 - 52
deepseek-v4-pro-high-preview
DeepSeek · MIT
1466±10.0
3.8K 票votes 1466.000 [1456.0, 1476.0] 21.00 · 不稳Volatile $0.63 / $1.26 1M
39 35 - 53
gemini-3.1-pro-preview
Google · Proprietary
1461±8.0
6.1K 票votes 1461.000 [1453.0, 1469.0] 18.00 · 不稳Volatile $1 / $6 1M
40 32 - 55
gemini-3-pro
Google · Proprietary
1460±12.0
3.7K 票votes 1460.000 [1448.0, 1472.0] 23.00 · 不稳Volatile $2 / $12 1M
41 34 - 54
mimo-v2.5-pro
小米 · MIT
1460±10.0
4.0K 票votes 1460.000 [1450.0, 1470.0] 20.00 · 不稳Volatile $0.43 / $0.87 1.1M
42 35 - 55
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1458±11.0
3.8K 票votes 1458.000 [1447.0, 1469.0] 20.00 · 不稳Volatile N/A N/A
43 35 - 55
deepseek-v4-pro
DeepSeek · MIT
1457±10.0
3.8K 票votes 1457.000 [1447.0, 1467.0] 20.00 · 不稳Volatile $0.63 / $1.26 1M
44 33 - 56
inkling
Thinky · Apache 2.0
1457±15.0
1.7K 票votes 1457.000 [1442.0, 1472.0] 23.00 · 不稳Volatile $0.50 / $2.02 524.3K
45 35 - 55
qwen3.6-plus
阿里巴巴 · Proprietary
1455±10.0
4.5K 票votes 1455.000 [1445.0, 1465.0] 20.00 · 不稳Volatile $0.33 / $1.95 1M
46 35 - 55
kimi-k2.5-thinking
月之暗面 · Modified MIT
1453±9.0
5.4K 票votes 1453.000 [1444.0, 1462.0] 20.00 · 不稳Volatile $0.60 / $3 N/A
47 35 - 56
gemini-3-flash
Google · Proprietary
1450±13.0
3.0K 票votes 1450.000 [1437.0, 1463.0] 21.00 · 不稳Volatile $0.50 / $3 1M
48 35 - 58
glm-4.7
智谱 ZAI · MIT
1448±21.0
1.1K 票votes 1448.000 [1427.0, 1469.0] 23.00 · 不稳Volatile $0.40 / $1.75 204.8K
49 31 - 62
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1448±33.0
410 票votes 1448.000 [1415.0, 1481.0] 31.00 · 不稳Volatile $2.50 / $15 1.1M
50 39 - 57
mimo-v2.5
小米 · MIT
1444±11.0
3.5K 票votes 1444.000 [1433.0, 1455.0] 18.00 · 不稳Volatile $0.14 / $0.28 1.1M
51 35 - 60
kimi-k2.5-instant
月之暗面 · Modified MIT
1439±21.0
934 票votes 1439.000 [1418.0, 1460.0] 25.00 · 不稳Volatile $0.57 / $2.85 262.1K
52 40 - 58
deepseek-v4-flash-high-preview
DeepSeek · MIT
1439±12.0
3.0K 票votes 1439.000 [1427.0, 1451.0] 18.00 · 不稳Volatile $0.14 / $0.28 1M
53 41 - 58
glm-5
智谱 ZAI · MIT
1435±14.0
2.1K 票votes 1435.000 [1421.0, 1449.0] 17.00 · 不稳Volatile $1 / $3.20 202.8K
54 35 - 67
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1434±31.0
405 票votes 1434.000 [1403.0, 1465.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
55 35 - 65
gpt-5-medium
OpenAI · Proprietary
1432±26.0
732 票votes 1432.000 [1406.0, 1458.0] 30.00 · 不稳Volatile $0.63 / $5 400K
56 46 - 61
mimo-v2-pro
小米 · Proprietary
1430±14.0
2.2K 票votes 1430.000 [1416.0, 1444.0] 15.00 · 不稳Volatile $1 / $3 1M
57 49 - 75
glm-5v-turbo
智谱 ZAI · Proprietary
1407±25.0
655 票votes 1407.000 [1382.0, 1432.0] 26.00 · 不稳Volatile $1.20 / $4 202.8K
58 53 - 69
minimax-m2.7
MiniMax · Modified MIT
1407±10.0
4.1K 票votes 1407.000 [1397.0, 1417.0] 16.00 · 不稳Volatile $0.30 / $1.20 204.8K
59 54 - 74
minimax-m2.1-preview
MiniMax · MIT
1401±14.0
2.2K 票votes 1401.000 [1387.0, 1415.0] 20.00 · 不稳Volatile $0.30 / $1.20 204.8K
60 55 - 73
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1400±9.0
5.3K 票votes 1400.000 [1391.0, 1409.0] 18.00 · 不稳Volatile $0.50 / $3.60 262.1K
61 56 - 74
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1395±10.0
4.5K 票votes 1395.000 [1385.0, 1405.0] 18.00 · 不稳Volatile $2 / $6 2M
62 56 - 75
gpt-5.4-mini-high
OpenAI · Proprietary
1394±11.0
3.6K 票votes 1394.000 [1383.0, 1405.0] 19.00 · 不稳Volatile $0.75 / $4.50 400K
63 55 - 80
gpt-5.1-medium
OpenAI · Proprietary
1394±20.0
1.1K 票votes 1394.000 [1374.0, 1414.0] 25.00 · 不稳Volatile $0.63 / $5 400K
64 48 - 86
gpt-5.2
OpenAI · Proprietary
1392±42.0
245 票votes 1392.000 [1350.0, 1434.0] 38.00 · 不稳Volatile $0.88 / $7 400K
65 57 - 75
gemini-3-flash (thinking-minimal)
Google · Proprietary
1391±8.0
6.4K 票votes 1391.000 [1383.0, 1399.0] 18.00 · 不稳Volatile $0.50 / $3 1M
66 52 - 85
gemma-4-26b-a4b
Google · Apache 2.0
1391±28.0
532 票votes 1391.000 [1363.0, 1419.0] 33.00 · 不稳Volatile N/A N/A
67 55 - 85
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1387±24.0
736 票votes 1387.000 [1363.0, 1411.0] 30.00 · 不稳Volatile $1.75 / $14 400K
68 52 - 86
muse-glimmer
Meta · Apache-2.0
1387±31.0
430 票votes 1387.000 [1356.0, 1418.0] 34.00 · 不稳Volatile N/A N/A
69 57 - 80
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1385±12.0
3.4K 票votes 1385.000 [1373.0, 1397.0] 23.00 · 不稳Volatile $3 / $15 200K
70 58 - 80
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1383±11.0
4.2K 票votes 1383.000 [1372.0, 1394.0] 22.00 · 不稳Volatile $3 / $15 200K
71 58 - 80
gemma-4-31b
Google · Apache 2.0
1383±13.0
2.7K 票votes 1383.000 [1370.0, 1396.0] 22.00 · 不稳Volatile $0.14 / $0.40 262.1K
72 58 - 81
minimax-m2.5
MiniMax · Modified MIT
1381±14.0
2.1K 票votes 1381.000 [1367.0, 1395.0] 23.00 · 不稳Volatile $0.22 / $0.90 204.8K
73 59 - 85
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1376±13.0
2.4K 票votes 1376.000 [1363.0, 1389.0] 26.00 · 不稳Volatile $0.29 / $2.40 262.1K
74 61 - 86
claude-opus-4-1-20250805
Anthropic · Proprietary
1368±17.0
1.6K 票votes 1368.000 [1351.0, 1385.0] 25.00 · 不稳Volatile $15 / $75 200K
75 64 - 85
grok-4.3
SpaceXAI · Proprietary
1368±11.0
3.6K 票votes 1368.000 [1357.0, 1379.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
76 64 - 86
deepseek-v3.2-thinking
DeepSeek · MIT
1366±14.0
2.1K 票votes 1366.000 [1352.0, 1380.0] 22.00 · 不稳Volatile $0.27 / $0.40 163.8K
77 64 - 86
qwen3.5-27b
阿里巴巴 · Apache 2.0
1365±13.0
2.3K 票votes 1365.000 [1352.0, 1378.0] 22.00 · 不稳Volatile $0.20 / $1.56 262.1K
78 58 - 89
gpt-5.4
OpenAI · Proprietary
1365±29.0
471 票votes 1365.000 [1336.0, 1394.0] 31.00 · 不稳Volatile $2.50 / $15 1.1M
79 64 - 89
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1358±19.0
1.1K 票votes 1358.000 [1339.0, 1377.0] 25.00 · 不稳Volatile $1.75 / $14 400K
80 69 - 89
gpt-5.1
OpenAI · Proprietary
1354±13.0
2.8K 票votes 1354.000 [1341.0, 1367.0] 20.00 · 不稳Volatile $0.63 / $5 400K
81 68 - 89
laguna-m.1
Poolside · Apache 2.0
1353±17.0
1.5K 票votes 1353.000 [1336.0, 1370.0] 21.00 · 不稳Volatile $0.20 / $0.40 262.1K
82 69 - 89
gpt-5.2-codex
OpenAI · Proprietary
1352±14.0
2.0K 票votes 1352.000 [1338.0, 1366.0] 20.00 · 不稳Volatile $1.75 / $14 400K
83 69 - 89
glm-4.6
智谱 ZAI · MIT
1349±17.0
1.6K 票votes 1349.000 [1332.0, 1366.0] 20.00 · 不稳Volatile $0.55 / $2.20 204.8K
84 69 - 89
gpt-5.1-codex
OpenAI · Proprietary
1348±19.0
1.2K 票votes 1348.000 [1329.0, 1367.0] 20.00 · 不稳Volatile $1.25 / $10 400K
85 64 - 93
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1344±30.0
447 票votes 1344.000 [1314.0, 1374.0] 29.00 · 不稳Volatile N/A N/A
86 73 - 92
mimo-v2-flash (non-thinking)
小米 · MIT
1340±16.0
1.6K 票votes 1340.000 [1324.0, 1356.0] 19.00 · 不稳Volatile $0.10 / $0.30 262.1K
87 78 - 92
deepseek-v3.2
DeepSeek · MIT
1334±13.0
2.6K 票votes 1334.000 [1321.0, 1347.0] 14.00 · 不稳Volatile $0.27 / $0.40 163.8K
88 78 - 92
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±11.0
3.5K 票votes 1332.000 [1321.0, 1343.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
89 85 - 93
claude-haiku-4-5-20251001
Anthropic · Proprietary
1319±8.0
7.5K 票votes 1319.000 [1311.0, 1327.0] 8.00 · 波动Unstable $1 / $5 200K
90 78 - 99
mimo-v2-flash (thinking)
小米 · MIT
1316±28.0
513 票votes 1316.000 [1288.0, 1344.0] 21.00 · 不稳Volatile $0.10 / $0.30 262.1K
91 85 - 97
minimax-m2
MiniMax · Apache 2.0
1309±17.0
1.5K 票votes 1309.000 [1292.0, 1326.0] 12.00 · 不稳Volatile $0.26 / $1.02 204.8K
92 85 - 99
laguna-xs.2
Poolside · Apache 2.0
1308±20.0
1.2K 票votes 1308.000 [1288.0, 1328.0] 14.00 · 不稳Volatile $0.10 / $0.20 262.1K
93 90 - 102
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1288±12.0
3.3K 票votes 1288.000 [1276.0, 1300.0] 12.00 · 不稳Volatile $0.40 / $1.60 262.1K
94 88 - 106
qwen3.5-flash
阿里巴巴 · Proprietary
1281±34.0
387 票votes 1281.000 [1247.0, 1315.0] 18.00 · 不稳Volatile N/A N/A
95 90 - 105
mistral-medium-3.5
Mistral · Modified MIT
1275±26.0
730 票votes 1275.000 [1249.0, 1301.0] 15.00 · 不稳Volatile $1.50 / $7.50 262.1K
96 90 - 106
deepseek-v3.2-exp
DeepSeek · MIT
1271±23.0
836 票votes 1271.000 [1248.0, 1294.0] 16.00 · 不稳Volatile $0.27 / $0.41 163.8K
97 93 - 106
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1260±17.0
1.5K 票votes 1260.000 [1243.0, 1277.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
98 91 - 107
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1258±31.0
449 票votes 1258.000 [1227.0, 1289.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
99 90 - 107
KAT-Coder-Pro-V1
· Proprietary
1258±39.0
274 票votes 1258.000 [1219.0, 1297.0] 17.00 · 不稳Volatile $0.21 / $0.83 256K
100 93 - 108
gpt-5.1-codex-mini
OpenAI · Proprietary
1249±38.0
291 票votes 1249.000 [1211.0, 1287.0] 15.00 · 不稳Volatile $0.25 / $2 400K
101 91 - 109
mistral-large-3
Mistral · Apache 2.0
1248±43.0
211 票votes 1248.000 [1205.0, 1291.0] 18.00 · 不稳Volatile $0.50 / $1.50 N/A
102 93 - 108
trinity-large-thinking
· Apache 2.0
1245±35.0
426 票votes 1245.000 [1210.0, 1280.0] 15.00 · 不稳Volatile $0.22 / $0.85 262.1K
103 94 - 106
gemini-3.1-flash-lite-preview
Google · Proprietary
1245±11.0
4.3K 票votes 1245.000 [1234.0, 1256.0] 12.00 · 不稳Volatile $0.25 / $1.50 1M
104 94 - 109
gemini-2.5-pro
Google · Proprietary
1233±28.0
615 票votes 1233.000 [1205.0, 1261.0] 15.00 · 不稳Volatile $0.63 / $5 1M
105 94 - 110
devstral-2
Mistral · Modified MIT
1215±35.0
384 票votes 1215.000 [1180.0, 1250.0] 16.00 · 不稳Volatile N/A N/A
106 99 - 111
granite-4.1-8b
IBM · Apache 2.0
1202±31.0
597 票votes 1202.000 [1171.0, 1233.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
107 95 - 111
grok-4.1-thinking
SpaceXAI · Proprietary
1201±47.0
215 票votes 1201.000 [1154.0, 1248.0] 16.00 · 不稳Volatile N/A N/A
108 101 - 111
grok-code-fast-1
SpaceXAI · Proprietary
1162±54.0
185 票votes 1162.000 [1108.0, 1216.0] 10.00 · 波动Unstable $0.20 / $1.50 N/A
109 103 - 111
grok-4-fast-reasoning
SpaceXAI · Proprietary
1153±54.0
178 票votes 1153.000 [1099.0, 1207.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
110 105 - 111
mercury-2
Inception AI · Proprietary
1149±44.0
305 票votes 1149.000 [1105.0, 1193.0] 6.00 · 波动Unstable $0.25 / $0.75 128K
111 106 - 111
devstral-medium-2507
Mistral · Proprietary
1123±51.0
199 票votes 1123.000 [1072.0, 1174.0] 5.00 · 波动Unstable $0.40 / $2 128K
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