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 - 4
kimi-k3-max
月之暗面 · Kimi K3 license
1722±28.0
777 票votes 1722.000 [1694.0, 1750.0] 3.00 · 稳定Stable $3 / $15 1M
🥈 1 - 3
claude-opus-5-max
Anthropic · Proprietary
1717±21.0
1.2K 票votes 1717.000 [1696.0, 1738.0] 2.00 · 稳定Stable $5 / $25 1M
🥉 1 - 6
qwen3.8-max
阿里巴巴 · Proprietary
1686±33.0Preliminary
482 票votes 1686.000 [1653.0, 1719.0] 5.00 · 波动Unstable $2 / $6 1M
4 2 - 6
claude-opus-5-high
Anthropic · Proprietary
1675±20.0
1.3K 票votes 1675.000 [1655.0, 1695.0] 4.00 · 稳定Stable $5 / $25 1M
5 3 - 6
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1658±18.0
1.6K 票votes 1658.000 [1640.0, 1676.0] 3.00 · 稳定Stable $5 / $30 1.1M
6 3 - 6
claude-fable-5
Anthropic · Proprietary
1654±17.0
1.8K 票votes 1654.000 [1637.0, 1671.0] 3.00 · 稳定Stable $10 / $50 1M
7 7 - 14
glm-5.2-max
智谱 ZAI · MIT
1590±15.0
1.8K 票votes 1590.000 [1575.0, 1605.0] 7.00 · 波动Unstable $1.40 / $4.40 1M
8 7 - 19
deepseek-v4-flash-high
DeepSeek · MIT
1586±28.0Preliminary
553 票votes 1586.000 [1558.0, 1614.0] 12.00 · 不稳Volatile $0.14 / $0.28 1M
9 7 - 15
claude-opus-4-7-thinking
Anthropic · Proprietary
1584±11.0
3.8K 票votes 1584.000 [1573.0, 1595.0] 8.00 · 波动Unstable $2.50 / $12.50 1M
10 7 - 18
claude-opus-4-8-thinking
Anthropic · Proprietary
1577±13.0
2.5K 票votes 1577.000 [1564.0, 1590.0] 11.00 · 波动Unstable $2.50 / $12.50 1M
11 7 - 20
grok-4.5
SpaceXAI · Proprietary
1575±22.0
902 票votes 1575.000 [1553.0, 1597.0] 13.00 · 不稳Volatile $2 / $6 500K
12 7 - 18
claude-opus-4-7
Anthropic · Proprietary
1575±11.0
3.6K 票votes 1575.000 [1564.0, 1586.0] 11.00 · 波动Unstable $5 / $25 1M
13 7 - 25
muse-spark-1.1
Meta · Proprietary
1564±21.0Preliminary
959 票votes 1564.000 [1543.0, 1585.0] 18.00 · 不稳Volatile $1.25 / $4.25 N/A
14 8 - 21
claude-opus-4-6-thinking
Anthropic · Proprietary
1563±10.0
4.2K 票votes 1563.000 [1553.0, 1573.0] 13.00 · 不稳Volatile $2.50 / $12.50 1M
15 9 - 24
claude-opus-4-8
Anthropic · Proprietary
1558±13.0
2.4K 票votes 1558.000 [1545.0, 1571.0] 15.00 · 不稳Volatile $2.50 / $12.50 1M
16 11 - 24
claude-opus-4-6
Anthropic · Proprietary
1553±10.0
4.6K 票votes 1553.000 [1543.0, 1563.0] 13.00 · 不稳Volatile $2.50 / $12.50 1M
17 7 - 31
muse-spark-1.2 (xHigh)
Meta · Proprietary
1550±32.0
410 票votes 1550.000 [1518.0, 1582.0] 24.00 · 不稳Volatile $1.25 / $4.25 N/A
18 9 - 28
claude-sonnet-5-high
Anthropic · Proprietary
1550±18.0
1.2K 票votes 1550.000 [1532.0, 1568.0] 19.00 · 不稳Volatile $1 / $5 1M
19 9 - 31
gemini-3.6-flash
Google · Proprietary
1543±22.0Preliminary
950 票votes 1543.000 [1521.0, 1565.0] 22.00 · 不稳Volatile $0.75 / $3.75 1M
20 14 - 30
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1537±14.0
2.2K 票votes 1537.000 [1523.0, 1551.0] 16.00 · 不稳Volatile $1.48 / $4.42 1M
21 14 - 31
glm-5.1
智谱 ZAI · MIT
1534±15.0
1.9K 票votes 1534.000 [1519.0, 1549.0] 17.00 · 不稳Volatile $1.40 / $4.40 202.8K
22 16 - 30
claude-sonnet-4-6
Anthropic · Proprietary
1533±9.0
5.1K 票votes 1533.000 [1524.0, 1542.0] 14.00 · 不稳Volatile $1.50 / $7.50 1M
23 13 - 32
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1532±21.0
874 票votes 1532.000 [1511.0, 1553.0] 19.00 · 不稳Volatile $2 / $12 1M
24 17 - 31
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1530±11.0
3.3K 票votes 1530.000 [1519.0, 1541.0] 14.00 · 不稳Volatile $5 / $30 N/A
25 14 - 33
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1529±22.0
853 票votes 1529.000 [1507.0, 1551.0] 19.00 · 不稳Volatile $0.20 / $1.20 1M
26 12 - 38
hy3
腾讯 · Apache 2.0
1523±32.0
398 票votes 1523.000 [1491.0, 1555.0] 26.00 · 不稳Volatile $0.13 / $0.53 262.1K
27 17 - 33
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1521±14.0
3.0K 票votes 1521.000 [1507.0, 1535.0] 16.00 · 不稳Volatile $5 / $25 200K
28 17 - 33
seed-2.1-pro-preview
字节跳动 · Proprietary
1521±16.0Preliminary
1.6K 票votes 1521.000 [1505.0, 1537.0] 16.00 · 不稳Volatile N/A N/A
29 18 - 36
kimi-k2.6
月之暗面 · Modified MIT
1512±13.0
2.5K 票votes 1512.000 [1499.0, 1525.0] 18.00 · 不稳Volatile $0.95 / $4 262.1K
30 18 - 40
gemini-3.5-flash-high
Google · Proprietary
1507±23.0
800 票votes 1507.000 [1484.0, 1530.0] 22.00 · 不稳Volatile $0.75 / $4.50 1M
31 24 - 39
gemini-3.5-flash-medium
Google · Proprietary
1501±15.0
1.7K 票votes 1501.000 [1486.0, 1516.0] 15.00 · 不稳Volatile $0.75 / $4.50 1M
32 20 - 43
gemini-3.5-flash
Google · Proprietary
1497±25.0
687 票votes 1497.000 [1472.0, 1522.0] 23.00 · 不稳Volatile $0.75 / $4.50 1M
33 25 - 39
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1497±11.0
3.7K 票votes 1497.000 [1486.0, 1508.0] 14.00 · 不稳Volatile N/A N/A
34 28 - 43
minimax-m3
MiniMax · MiniMax Community License
1487±13.0
2.4K 票votes 1487.000 [1474.0, 1500.0] 15.00 · 不稳Volatile $0.60 / $2.40 N/A
35 29 - 48
kimi-k2.7-code
月之暗面 · Modified MIT
1479±18.0
1.3K 票votes 1479.000 [1461.0, 1497.0] 19.00 · 不稳Volatile $0.47 / $2 262.1K
36 30 - 43
deepseek-v4-pro-high-preview
DeepSeek · MIT
1476±12.0
3.1K 票votes 1476.000 [1464.0, 1488.0] 13.00 · 不稳Volatile $0.63 / $1.26 1M
37 29 - 52
qwen3.6-max-preview
阿里巴巴 · Proprietary
1475±23.0
791 票votes 1475.000 [1452.0, 1498.0] 23.00 · 不稳Volatile $1.03 / $6.16 262.1K
38 32 - 48
claude-opus-4-5-20251101
Anthropic · Proprietary
1473±12.0
3.5K 票votes 1473.000 [1461.0, 1485.0] 16.00 · 不稳Volatile $5 / $25 200K
39 33 - 48
mimo-v2.5-pro
小米 · MIT
1472±11.0
3.4K 票votes 1472.000 [1461.0, 1483.0] 15.00 · 不稳Volatile $0.43 / $0.87 1.1M
40 28 - 58
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1469±35.0
397 票votes 1469.000 [1434.0, 1504.0] 30.00 · 不稳Volatile $2.50 / $15 1.1M
41 28 - 58
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1467±34.0
386 票votes 1467.000 [1433.0, 1501.0] 30.00 · 不稳Volatile $2.50 / $15 1.1M
42 33 - 51
qwen3.6-plus
阿里巴巴 · Proprietary
1466±10.0
3.9K 票votes 1466.000 [1456.0, 1476.0] 18.00 · 不稳Volatile $0.33 / $1.95 1M
43 33 - 52
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1464±11.0
3.3K 票votes 1464.000 [1453.0, 1475.0] 19.00 · 不稳Volatile N/A N/A
44 36 - 55
gemini-3.1-pro-preview
Google · Proprietary
1453±9.0
5.3K 票votes 1453.000 [1444.0, 1462.0] 19.00 · 不稳Volatile $1 / $6 1M
45 36 - 56
deepseek-v4-pro
DeepSeek · MIT
1453±12.0
3.2K 票votes 1453.000 [1441.0, 1465.0] 20.00 · 不稳Volatile $0.63 / $1.26 1M
46 36 - 58
gemini-3-pro
Google · Proprietary
1451±13.0
4.0K 票votes 1451.000 [1438.0, 1464.0] 22.00 · 不稳Volatile $2 / $12 1M
47 36 - 58
mimo-v2.5
小米 · MIT
1450±11.0
3.1K 票votes 1450.000 [1439.0, 1461.0] 22.00 · 不稳Volatile $0.14 / $0.28 1.1M
48 36 - 58
glm-5
智谱 ZAI · MIT
1448±16.0
1.8K 票votes 1448.000 [1432.0, 1464.0] 22.00 · 不稳Volatile $1 / $3.20 202.8K
49 39 - 59
gemini-3-flash
Google · Proprietary
1443±14.0
2.9K 票votes 1443.000 [1429.0, 1457.0] 20.00 · 不稳Volatile $0.50 / $3 1M
50 39 - 59
mimo-v2-pro
小米 · Proprietary
1443±15.0
2.0K 票votes 1443.000 [1428.0, 1458.0] 20.00 · 不稳Volatile $1 / $3 1M
51 40 - 59
deepseek-v4-flash-high-preview
DeepSeek · MIT
1441±13.0
2.5K 票votes 1441.000 [1428.0, 1454.0] 19.00 · 不稳Volatile $0.14 / $0.28 1M
52 42 - 59
kimi-k2.5-thinking
月之暗面 · Modified MIT
1438±10.0
4.5K 票votes 1438.000 [1428.0, 1448.0] 17.00 · 不稳Volatile $0.60 / $3 N/A
53 39 - 62
glm-4.7
智谱 ZAI · MIT
1437±22.0
1.0K 票votes 1437.000 [1415.0, 1459.0] 23.00 · 不稳Volatile $0.40 / $1.75 204.8K
54 42 - 69
gpt-5-medium
OpenAI · Proprietary
1424±25.0
1.0K 票votes 1424.000 [1399.0, 1449.0] 27.00 · 不稳Volatile $0.63 / $5 400K
55 43 - 71
kimi-k2.5-instant
月之暗面 · Modified MIT
1419±24.0
773 票votes 1419.000 [1395.0, 1443.0] 28.00 · 不稳Volatile $0.57 / $2.85 262.1K
56 49 - 70
claude-opus-4-1-20250805
Anthropic · Proprietary
1415±17.0
2.2K 票votes 1415.000 [1398.0, 1432.0] 21.00 · 不稳Volatile $15 / $75 200K
57 42 - 74
gpt-5.4
OpenAI · Proprietary
1415±31.0
413 票votes 1415.000 [1384.0, 1446.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
58 44 - 73
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1414±26.0
673 票votes 1414.000 [1388.0, 1440.0] 29.00 · 不稳Volatile $1.75 / $14 400K
59 53 - 70
gpt-5.4-mini-high
OpenAI · Proprietary
1410±12.0
3.0K 票votes 1410.000 [1398.0, 1422.0] 17.00 · 不稳Volatile $0.75 / $4.50 400K
60 53 - 75
inkling
Thinky · Apache 2.0
1398±19.0
1.2K 票votes 1398.000 [1379.0, 1417.0] 22.00 · 不稳Volatile $0.50 / $2.02 524.3K
61 54 - 73
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1398±10.0
4.7K 票votes 1398.000 [1388.0, 1408.0] 19.00 · 不稳Volatile $0.50 / $3.60 262.1K
62 44 - 85
gpt-5.2
OpenAI · Proprietary
1395±43.0
343 票votes 1395.000 [1352.0, 1438.0] 41.00 · 不稳Volatile $0.88 / $7 400K
63 54 - 74
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1395±12.0
3.8K 票votes 1395.000 [1383.0, 1407.0] 20.00 · 不稳Volatile $3 / $15 200K
64 54 - 76
gpt-5.1-medium
OpenAI · Proprietary
1393±20.0
1.4K 票votes 1393.000 [1373.0, 1413.0] 22.00 · 不稳Volatile $0.63 / $5 400K
65 54 - 75
minimax-m2.7
MiniMax · Modified MIT
1390±11.0
3.3K 票votes 1390.000 [1379.0, 1401.0] 21.00 · 不稳Volatile $0.30 / $1.20 204.8K
66 55 - 75
gemini-3-flash (thinking-minimal)
Google · Proprietary
1390±9.0
5.7K 票votes 1390.000 [1381.0, 1399.0] 20.00 · 不稳Volatile $0.50 / $3 1M
67 53 - 84
glm-5v-turbo
智谱 ZAI · Proprietary
1389±34.0
355 票votes 1389.000 [1355.0, 1423.0] 31.00 · 不稳Volatile $1.20 / $4 202.8K
68 54 - 75
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1388±12.0
4.5K 票votes 1388.000 [1376.0, 1400.0] 21.00 · 不稳Volatile $3 / $15 200K
69 54 - 82
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1382±21.0
981 票votes 1382.000 [1361.0, 1403.0] 28.00 · 不稳Volatile $1.75 / $14 400K
70 58 - 80
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1379±11.0
3.8K 票votes 1379.000 [1368.0, 1390.0] 22.00 · 不稳Volatile $2 / $6 2M
71 58 - 82
minimax-m2.1-preview
MiniMax · MIT
1375±16.0
1.9K 票votes 1375.000 [1359.0, 1391.0] 24.00 · 不稳Volatile $0.30 / $1.20 204.8K
72 54 - 85
muse-glimmer
Meta · Apache-2.0
1374±37.0
309 票votes 1374.000 [1337.0, 1411.0] 31.00 · 不稳Volatile N/A N/A
73 62 - 85
minimax-m2.5
MiniMax · Modified MIT
1367±15.0
1.8K 票votes 1367.000 [1352.0, 1382.0] 23.00 · 不稳Volatile $0.22 / $0.90 204.8K
74 57 - 87
gemma-4-26b-a4b
Google · Apache 2.0
1363±33.0
403 票votes 1363.000 [1330.0, 1396.0] 30.00 · 不稳Volatile N/A N/A
75 66 - 85
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1361±14.0
2.2K 票votes 1361.000 [1347.0, 1375.0] 19.00 · 不稳Volatile $0.29 / $2.40 262.1K
76 67 - 85
qwen3.5-27b
阿里巴巴 · Apache 2.0
1356±14.0
2.1K 票votes 1356.000 [1342.0, 1370.0] 18.00 · 不稳Volatile $0.20 / $1.56 262.1K
77 67 - 85
grok-4.3
SpaceXAI · Proprietary
1356±12.0
3.1K 票votes 1356.000 [1344.0, 1368.0] 18.00 · 不稳Volatile $1.25 / $2.50 1M
78 60 - 89
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1355±33.0
419 票votes 1355.000 [1322.0, 1388.0] 29.00 · 不稳Volatile N/A N/A
79 67 - 86
deepseek-v3.2-thinking
DeepSeek · MIT
1352±16.0
1.9K 票votes 1352.000 [1336.0, 1368.0] 19.00 · 不稳Volatile $0.27 / $0.40 163.8K
80 67 - 86
gpt-5.2-codex
OpenAI · Proprietary
1352±16.0
1.8K 票votes 1352.000 [1336.0, 1368.0] 19.00 · 不稳Volatile $1.75 / $14 400K
81 68 - 86
gemma-4-31b
Google · Apache 2.0
1351±15.0
1.9K 票votes 1351.000 [1336.0, 1366.0] 18.00 · 不稳Volatile $0.14 / $0.40 262.1K
82 68 - 87
laguna-m.1
Poolside · Apache 2.0
1346±19.0
1.3K 票votes 1346.000 [1327.0, 1365.0] 19.00 · 不稳Volatile $0.20 / $0.40 262.1K
83 70 - 87
gpt-5.1
OpenAI · Proprietary
1345±13.0
3.1K 票votes 1345.000 [1332.0, 1358.0] 17.00 · 不稳Volatile $0.63 / $5 400K
84 70 - 89
glm-4.6
智谱 ZAI · MIT
1340±17.0
2.1K 票votes 1340.000 [1323.0, 1357.0] 19.00 · 不稳Volatile $0.55 / $2.20 204.8K
85 71 - 89
gpt-5.1-codex
OpenAI · Proprietary
1335±19.0
1.5K 票votes 1335.000 [1316.0, 1354.0] 18.00 · 不稳Volatile $1.25 / $10 400K
86 77 - 92
mimo-v2-flash (non-thinking)
小米 · MIT
1319±18.0
1.4K 票votes 1319.000 [1301.0, 1337.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
87 80 - 92
deepseek-v3.2
DeepSeek · MIT
1319±14.0
2.5K 票votes 1319.000 [1305.0, 1333.0] 12.00 · 不稳Volatile $0.27 / $0.40 163.8K
88 83 - 90
claude-haiku-4-5-20251001
Anthropic · Proprietary
1317±9.0
7.1K 票votes 1317.000 [1308.0, 1326.0] 7.00 · 波动Unstable $1 / $5 200K
89 83 - 92
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1313±12.0
3.7K 票votes 1313.000 [1301.0, 1325.0] 9.00 · 波动Unstable $1.15 / $8 262.1K
90 87 - 99
minimax-m2
MiniMax · Apache 2.0
1291±17.0
2.1K 票votes 1291.000 [1274.0, 1308.0] 12.00 · 不稳Volatile $0.26 / $1.02 204.8K
91 87 - 101
laguna-xs.2
Poolside · Apache 2.0
1287±21.0
1.1K 票votes 1287.000 [1266.0, 1308.0] 14.00 · 不稳Volatile $0.10 / $0.20 262.1K
92 86 - 101
mistral-medium-3.5
Mistral · Modified MIT
1285±26.0
670 票votes 1285.000 [1259.0, 1311.0] 15.00 · 不稳Volatile $1.50 / $7.50 262.1K
93 90 - 102
deepseek-v3.2-exp
DeepSeek · MIT
1277±21.0
1.3K 票votes 1277.000 [1256.0, 1298.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
94 90 - 106
mimo-v2-flash (thinking)
小米 · MIT
1269±31.0
464 票votes 1269.000 [1238.0, 1300.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
95 90 - 106
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1264±13.0
3.6K 票votes 1264.000 [1251.0, 1277.0] 16.00 · 不稳Volatile $0.40 / $1.60 262.1K
96 90 - 106
KAT-Coder-Pro-V1
· Proprietary
1262±34.0
497 票votes 1262.000 [1228.0, 1296.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
97 91 - 106
gemini-3.1-flash-lite-preview
Google · Proprietary
1258±12.0
3.9K 票votes 1258.000 [1246.0, 1270.0] 15.00 · 不稳Volatile $0.25 / $1.50 1M
98 90 - 109
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1245±32.0
451 票votes 1245.000 [1213.0, 1277.0] 19.00 · 不稳Volatile $0.14 / $1 262.1K
99 90 - 110
qwen3.5-flash
阿里巴巴 · Proprietary
1239±36.0
374 票votes 1239.000 [1203.0, 1275.0] 20.00 · 不稳Volatile N/A N/A
100 90 - 110
trinity-large-thinking
· Apache 2.0
1237±41.0
338 票votes 1237.000 [1196.0, 1278.0] 20.00 · 不稳Volatile $0.22 / $0.85 262.1K
101 91 - 110
gpt-5.1-codex-mini
OpenAI · Proprietary
1235±37.0
397 票votes 1235.000 [1198.0, 1272.0] 19.00 · 不稳Volatile $0.25 / $2 400K
102 94 - 109
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1234±20.0
1.5K 票votes 1234.000 [1214.0, 1254.0] 15.00 · 不稳Volatile $0.20 / $0.50 2M
103 94 - 110
gemini-2.5-pro
Google · Proprietary
1227±26.0
921 票votes 1227.000 [1201.0, 1253.0] 16.00 · 不稳Volatile $0.63 / $5 1M
104 94 - 110
granite-4.1-8b
IBM · Apache 2.0
1221±32.0
527 票votes 1221.000 [1189.0, 1253.0] 16.00 · 不稳Volatile $0.05 / $0.10 131.1K
105 94 - 110
grok-4.1-thinking
SpaceXAI · Proprietary
1209±46.0
309 票votes 1209.000 [1163.0, 1255.0] 16.00 · 不稳Volatile N/A N/A
106 93 - 110
mistral-large-3
Mistral · Apache 2.0
1208±50.0
245 票votes 1208.000 [1158.0, 1258.0] 17.00 · 不稳Volatile $0.50 / $1.50 N/A
107 98 - 110
devstral-2
Mistral · Modified MIT
1181±40.0
299 票votes 1181.000 [1141.0, 1221.0] 12.00 · 不稳Volatile N/A N/A
108 98 - 111
mercury-2
Inception AI · Proprietary
1177±48.0
246 票votes 1177.000 [1129.0, 1225.0] 13.00 · 不稳Volatile $0.25 / $0.75 128K
109 98 - 111
grok-code-fast-1
SpaceXAI · Proprietary
1175±51.0
256 票votes 1175.000 [1124.0, 1226.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
110 100 - 111
grok-4-fast-reasoning
SpaceXAI · Proprietary
1160±53.0
230 票votes 1160.000 [1107.0, 1213.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
111 108 - 111
devstral-medium-2507
Mistral · Proprietary
1083±57.0
269 票votes 1083.000 [1026.0, 1140.0] 3.00 · 稳定Stable $0.40 / $2 128K
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