LuggageLosers.com - Live ranking of airlines by how much luggage they are losing right now

๐Ÿงณ๐Ÿ’จ Luggage Losers

by @levelsio and part of Airline List

A live ranking of airlines by how much luggage they are losing right now

Featured on: NY Post | Mashable | MSN | Business Today | Economic Times | Reddit | Hacker News | Product Hunt

Why? Vueling lost my gf's suitcase...

Luggage lost numbers here are estimations based on people talking about losing their luggage on social media and websites. Actual numbers may vary, and exact figures are only available through official airline reports published retroactively.

Last updated: 7 days ago from 30,737 live sources

# Airline Probability of losing/delaying
your luggage (est.)
Change
(last 7d)
Luggage score
(out of 5)
Complaints
(last 30 days)
Lost bags
(last 30 days est.)
1๐Ÿ‡ฎ๐Ÿ‡ณ IndiGo 1 in 442.27%โ–ผ 20.2513866,981
2๐Ÿ‡ฎ๐Ÿ‡ณ Air India 1 in 601.66%โ–ผ 10.257536,305
3๐Ÿ‡ช๐Ÿ‡ธ Iberia 1 in 761.32%=0.253416,390
4๐Ÿ‡ฌ๐Ÿ‡ง British Airways 1 in 1230.81%โ–ฒ 10.256933,408
5๐Ÿ‡ฎ๐Ÿ‡ณ SpiceJet 1 in 1390.72%โ–ฒ 20.44146,741
6๐Ÿ‡ช๐Ÿ‡น Ethiopian Airlines 1 in 1560.64%โ–ฒ 30.94146,792
7๐Ÿ‡ฎ๐Ÿ‡ช Aer Lingus 1 in 1620.62%โ–ฒ 41.08115,325
8๐Ÿ‡ช๐Ÿ‡ธ Air Europa 1 in 1620.62%โ–ฒ 51.0994,364
9๐Ÿ‡ฐ๐Ÿ‡ช Kenya Airways 1 in 1810.55%โ–ฒ 61.5173,386
10๐Ÿ‡ฆ๐Ÿ‡ท Aerolineas Argentinas 1 in 1840.54%โ–ฒ 91.55104,850
11๐Ÿ‡จ๐Ÿ‡ฆ Air Canada 1 in 2050.49%โ–ฒ 81.912913,960
12๐Ÿ‡ฆ๐Ÿ‡ช Emirates 1 in 2100.48%โ–ฒ 91.993717,811
13๐Ÿ‡ฌ๐Ÿ‡ง Virgin Atlantic 1 in 2190.46%โ–ฒ 102.1073,373
14๐Ÿ‡ถ๐Ÿ‡ฆ Qatar Airways 1 in 2340.43%โ–ฒ 112.303014,429
15๐Ÿ‡ณ๐Ÿ‡ฑ KLM 1 in 2470.41%โ–ฒ 122.43157,281
16๐Ÿ‡ฟ๐Ÿ‡ฆ South African 1 in 2550.39%โ–ฒ 132.5283,855
17๐Ÿ‡บ๐Ÿ‡ธ Frontier Airlines 1 in 3180.31%โ–ฒ 143.0183,860
18๐Ÿ‡ฒ๐Ÿ‡ฝ Aeromexico 1 in 3210.31%โ–ฒ 153.0373,393
19๐Ÿ‡ช๐Ÿ‡ธ Vueling 1 in 3310.30%โ–ฒ 163.09115,294
20๐Ÿ‡ง๐Ÿ‡ญ Gulf Air 1 in 3500.29%โ–ฒ 173.1931,448
21๐Ÿ‡ฎ๐Ÿ‡ช Ryanair 1 in 3770.27%โ–ฒ 183.323516,837
22๐Ÿ‡น๐Ÿ‡ท Pegasus Airlines 1 in 3970.25%โ–ฒ 193.4062,905
23๐Ÿ‡บ๐Ÿ‡ธ United Airlines 1 in 4150.24%โ–ฒ 213.475727,598
24๐Ÿ‡จ๐Ÿ‡ด Avianca 1 in 4240.24%โ–ฒ 213.51136,264
25๐Ÿ‡บ๐Ÿ‡ธ American Airlines 1 in 4310.23%โ–ฒ 223.537033,857
26๐Ÿ‡จ๐Ÿ‡ฆ WestJet Airlines 1 in 4320.23%โ–ฒ 233.5494,335
27๐Ÿ‡ฆ๐Ÿ‡ช Etihad Airways 1 in 4430.23%โ–ฒ 243.5783,848
28๐Ÿ‡น๐Ÿ‡ท Turkish Airlines 1 in 4560.22%โ–ฒ 253.612311,078
29๐Ÿ‡ซ๐Ÿ‡ท Air France 1 in 5150.19%โ–ฒ 263.77146,743
30๐Ÿ‡ธ๐Ÿ‡ฌ Singapore Airlines 1 in 5260.19%โ–ฒ 273.8073,391
31๐Ÿ‡ฆ๐Ÿ‡ช Air Arabia 1 in 5410.18%โ–ฒ 283.8341,929
32๐Ÿ‡ฉ๐Ÿ‡ช Lufthansa 1 in 5650.18%โ–ฒ 293.88157,212
33๐Ÿ‡ฎ๐Ÿ‡น ITA Airways 1 in 5770.17%โ–ฒ 303.9062,903
34๐Ÿ‡บ๐Ÿ‡ธ Delta Air Lines 1 in 5890.17%โ–ฒ 313.924622,184
35๐Ÿ‡ฑ๐Ÿ‡ง Middle East Airlines 1 in 6390.16%โ–ฒ 324.011481
36๐Ÿ‡ธ๐Ÿ‡ฆ Saudia 1 in 6510.15%โ–ฒ 334.0394,369
37๐Ÿ‡บ๐Ÿ‡ธ JetBlue 1 in 6640.15%โ–ฒ 344.05125,788
38๐Ÿ‡บ๐Ÿ‡ธ Southwest Airlines 1 in 6940.14%โ–ฒ 354.093215,439
39๐Ÿ‡ด๐Ÿ‡ฒ Oman Air 1 in 6960.14%โ–ฒ 364.0952,429
40๐Ÿ‡ญ๐Ÿ‡บ Wizz Air 1 in 6970.14%โ–ฒ 374.0931,456
41๐Ÿ‡ฏ๐Ÿ‡ด Royal Jordanian 1 in 7640.13%โ–ฒ 384.171483
42๐Ÿ‡บ๐Ÿ‡ธ Spirit Airlines 1 in 7760.13%โ–ฒ 394.1852,414
43๐Ÿ‡ง๐Ÿ‡ท LATAM Brazil 1 in 7760.13%โ–ฒ 404.1862,909
44๐Ÿ‡ฌ๐Ÿ‡ง easyJet 1 in 8190.12%โ–ฒ 414.2394,371
45๐Ÿ‡น๐Ÿ‡ญ Thai Airways 1 in 8570.12%โ–ฒ 424.2631,453
46๐Ÿ‡ช๐Ÿ‡ฌ EgyptAir 1 in 8620.12%โ–ฒ 434.272963
47๐Ÿ‡ฒ๐Ÿ‡พ Malaysia Airlines 1 in 8780.11%โ–ฒ 444.2831,452
48๐Ÿ‡ฌ๐Ÿ‡ง Jet2 1 in 9050.11%โ–ฒ 454.3031,443
49๐Ÿ‡ท๐Ÿ‡ธ Air Serbia 1 in 9540.10%โ–ฒ 464.341483
50๐Ÿ‡ฆ๐Ÿ‡บ Qantas 1 in 1,0140.10%โ–ฒ 474.3841,925
51๐Ÿ‡ต๐Ÿ‡ฐ Pakistan International Airlines 1 in 1,0480.10%โ–ฒ 484.401484
52๐Ÿ‡บ๐Ÿ‡ธ Hawaiian Airlines 1 in 1,0510.10%โ–ฒ 494.402965
53๐Ÿ‡ต๐Ÿ‡ญ Philippine Airlines 1 in 1,0620.09%โ–ฒ 504.402969
54๐Ÿ‡ฎ๐Ÿ‡ธ Icelandair 1 in 1,1160.09%โ–ฒ 514.431482
55๐Ÿ‡บ๐Ÿ‡ธ Alaska Airlines 1 in 1,1340.09%โ–ฒ 524.4494,334
56๐Ÿ‡จ๐Ÿ‡ฆ Air Transat 1 in 1,1440.09%โ–ฒ 534.451484
57๐Ÿ‡ณ๐Ÿ‡ด Norwegian 1 in 1,1810.08%โ–ฒ 544.462963
58๐Ÿ‡ง๐Ÿ‡ช Brussels Airlines 1 in 1,2020.08%โ–ฒ 554.471486
59๐Ÿ‡ธ๐Ÿ‡ช SAS Scandinavia 1 in 1,2810.08%โ–ฒ 564.5131,452
60๐Ÿ‡ฒ๐Ÿ‡พ Air Asia 1 in 1,3430.07%โ–ฒ 574.5341,933
61๐Ÿ‡ญ๐Ÿ‡ฐ Cathay Pacific 1 in 1,3490.07%โ–ฒ 584.5331,457
62๐Ÿ‡ป๐Ÿ‡ณ Vietnam Airlines 1 in 1,3720.07%โ–ฒ 594.542963
63๐Ÿ‡ต๐Ÿ‡ญ Cebu Pacific 1 in 1,5500.06%โ–ฒ 604.591486
64๐Ÿ‡ฉ๐Ÿ‡ช Eurowings 1 in 1,7330.06%โ–ฒ 614.632966
65๐Ÿ‡ง๐Ÿ‡ท GOL Airlines 1 in 1,8810.05%โ–ฒ 624.662964
66๐Ÿ‡จ๐Ÿ‡ญ Swiss 1 in 1,9630.05%โ–ฒ 634.681485
67๐Ÿ‡ฆ๐Ÿ‡ช flydubai 1 in 1,9650.05%โ–ฒ 644.681485
68๐Ÿ‡ฎ๐Ÿ‡ฉ Garuda Indonesia 1 in 2,2640.04%โ–ฒ 654.722971
69๐Ÿ‡จ๐Ÿ‡ณ Hainan Airlines 1 in 2,4220.04%โ–ฒ 664.741482
70๐Ÿ‡ซ๐Ÿ‡ฎ Finnair 1 in 2,5130.04%โ–ฒ 674.751483
71๐Ÿ‡ฆ๐Ÿ‡บ Jetstar 1 in 2,6580.04%โ–ฒ 684.761485
72๐Ÿ‡ต๐Ÿ‡ฆ COPA Airlines 1 in 2,9070.03%โ–ฒ 694.781481
73๐Ÿ‡ฎ๐Ÿ‡ฉ Lion Air 1 in 3,6390.03%โ–ฒ 704.831486
74๐Ÿ‡จ๐Ÿ‡ฑ LATAM Chile 1 in 3,9310.03%โ–ฒ 714.841481
75๐Ÿ‡ฏ๐Ÿ‡ต ANA 1 in 7,3540.01%โ–ฒ 724.911485
76๐Ÿ‡จ๐Ÿ‡ณ China Southern 1 in 8,6470.01%โ–ฒ 734.932968
77๐Ÿ‡จ๐Ÿ‡ณ Air China 1 in 12,4800.01%โ–ฒ 744.951483
78๐Ÿ‡จ๐Ÿ‡ณ China Eastern 1 in 16,3310.01%โ–ฒ 754.961484
+= Median 1 in 6960.14%


Biggest luggage losers right now

These airlines receive the dubious honor of losing the most luggage:


๐Ÿ†
๐Ÿ‡ฎ๐Ÿ‡ณ IndiGo
๐Ÿฅˆ
๐Ÿ‡ฎ๐Ÿ‡ณ Air India
                  ๐Ÿฅ‰
๐Ÿ‡ช๐Ÿ‡ธ Iberia


Biggest luggage winners right now

These airlines receive the award of losing the least luggage:


๐Ÿ†
๐Ÿ‡จ๐Ÿ‡ณ China Eastern
๐Ÿฅˆ
๐Ÿ‡จ๐Ÿ‡ณ Air China
                  ๐Ÿฅ‰
๐Ÿ‡จ๐Ÿ‡ณ China Southern


Airports losing most luggage right now

# Airport City Probability of losing
your luggage
Change
(last 7d)
Luggage score
(out of 5)
Complaints
(last 30 days)
Lost bags
(last 30 days est.)
1๐Ÿ‡ฎ๐Ÿ‡ณ Gandhi Delhi 1 in 681.48%โ–ฒ 10.251778,462
2๐Ÿ‡บ๐Ÿ‡ธ Sea-Tac Seattle 1 in 771.30%โ–ฒ 20.251150,775
3๐Ÿ‡ฎ๐Ÿ‡ณ Shivaji Mumbai 1 in 851.17%โ–ฒ 30.251046,168
4๐Ÿ‡ณ๐Ÿ‡ฑ Schiphol Amsterdam 1 in 1770.56%โ–ฒ 41.42732,319
5๐Ÿ‡บ๐Ÿ‡ธ McCarran Las Vegas 1 in 2930.34%โ–ฒ 52.84313,847
6๐Ÿ‡ญ๐Ÿ‡บ Budapest Budapest 1 in 2930.34%โ–ฒ 62.8414,616
7๐Ÿ‡ฌ๐Ÿ‡ง Stansted London 1 in 2930.34%โ–ฒ 72.8414,616
8๐Ÿ‡ฉ๐Ÿ‡ช Frankfurt Frankfurt 1 in 3890.26%โ–ฒ 83.37313,850
9๐Ÿ‡บ๐Ÿ‡ธ Sky Harbor Phoenix, AZ 1 in 3970.25%โ–ฒ 93.4129,233
10๐Ÿ‡ฒ๐Ÿ‡ฝ Juรกrez Mexico City 1 in 4040.25%โ–ฒ 103.4329,235
11๐Ÿ‡ฌ๐Ÿ‡ง Gatwick London 1 in 4120.24%โ–ฒ 113.4629,231
12๐Ÿ‡จ๐Ÿ‡ฆ Pearson Toronto 1 in 4250.24%โ–ฒ 123.5129,235
13๐Ÿ‡ฌ๐Ÿ‡ง Heathrow London 1 in 4700.21%โ–ฒ 133.65313,852
14๐Ÿ‡บ๐Ÿ‡ธ O'Hare Chicago 1 in 4810.21%โ–ฒ 143.68313,848
15๐Ÿ‡บ๐Ÿ‡ธ Dallas/Fort Worth Dallas 1 in 6070.16%โ–ฒ 153.9629,232
16๐Ÿ‡บ๐Ÿ‡ธ Hartsfieldโ€“Jackson Atlanta 1 in 6270.16%โ–ฒ 163.99313,847
17๐Ÿ‡ถ๐Ÿ‡ฆ Hamad Doha 1 in 6750.15%โ–ฒ 174.0614,617
18๐Ÿ‡บ๐Ÿ‡ธ George Bush Houston, TX 1 in 7360.14%โ–ฒ 184.1414,616
19๐Ÿ‡บ๐Ÿ‡ธ Liberty Newark, NJ 1 in 7850.13%โ–ฒ 194.1914,616
20๐Ÿ‡บ๐Ÿ‡ธ Miami Miami 1 in 7970.13%โ–ฒ 204.2114,616
21๐Ÿ‡บ๐Ÿ‡ธ Orlando Orlando, FL 1 in 8050.12%โ–ฒ 214.2114,616
22๐Ÿ‡บ๐Ÿ‡ธ Charlotte Douglas Charlotte, NC 1 in 8300.12%โ–ฒ 224.2414,617
23๐Ÿ‡ช๐Ÿ‡ธ El Prat Barcelona 1 in 8550.12%โ–ฒ 234.2614,616
24๐Ÿ‡น๐Ÿ‡ท Istanbul Istanbul 1 in 1,1550.09%โ–ฒ 244.4514,616
25๐Ÿ‡ซ๐Ÿ‡ท Charles de Gaulle Paris 1 in 1,2570.08%โ–ฒ 254.5014,617
26๐Ÿ‡ฏ๐Ÿ‡ต Haneda Tokyo 1 in 1,5450.06%โ–ฒ 264.5914,616
+= Median 1 in 4760.21%


Most luggage lost by airline region

# Region Probability of losing
your luggage
Luggage score
(out of 5)
Complaints
(last 30 days)
Lost bags
(last 30 days est.)
1Africa1 in 1810.55%0.252914,034
2Europe1 in 5710.18%3.34282136,183
3North America1 in 6240.16%3.48280135,217
4Middle East1 in 6390.16%3.5110148,675
5Latin America1 in 7760.13%3.784019,342
6Asia1 in 1,3490.07%4.30262126,971
7Oceania1 in 1,4680.07%4.3552,411


Most luggage lost by airline country

# Country Probability of losing
your luggage
Luggage score
(out of 5)
Complaints
(last 30 days)
Lost bags
(last 30 days est.)
1๐Ÿ‡ฎ๐Ÿ‡ณ India1 in 601.66%0.25227110,027
2๐Ÿ‡ช๐Ÿ‡น Ethiopia1 in 1560.64%0.25146,792
3๐Ÿ‡ช๐Ÿ‡ธ Spain1 in 1620.62%0.255426,048
4๐Ÿ‡ฐ๐Ÿ‡ช Kenya1 in 1810.55%0.2573,386
5๐Ÿ‡ฆ๐Ÿ‡ท Argentina1 in 1840.54%0.25104,850
6๐Ÿ‡ฎ๐Ÿ‡ช Ireland1 in 2260.44%0.804622,162
7๐Ÿ‡ถ๐Ÿ‡ฆ Qatar1 in 2340.43%0.943014,429
8๐Ÿ‡ณ๐Ÿ‡ฑ Netherlands1 in 2470.41%1.15157,281
9๐Ÿ‡ฟ๐Ÿ‡ฆ South Africa1 in 2550.39%1.2883,855
10๐Ÿ‡ฒ๐Ÿ‡ฝ Mexico1 in 3210.31%2.0473,393
11๐Ÿ‡ฌ๐Ÿ‡ง United Kingdom1 in 3450.29%2.258842,595
12๐Ÿ‡ง๐Ÿ‡ญ Bahrain1 in 3500.29%2.2931,448
13๐Ÿ‡จ๐Ÿ‡ด Colombia1 in 4240.24%2.76136,264
14๐Ÿ‡น๐Ÿ‡ท Turkey1 in 4240.24%2.762913,983
15๐Ÿ‡จ๐Ÿ‡ฆ Canada1 in 4320.23%2.803918,778
16๐Ÿ‡ฆ๐Ÿ‡ช United Arab Emirates1 in 4870.21%3.055024,073
17๐Ÿ‡ซ๐Ÿ‡ท France1 in 5150.19%3.16146,743
18๐Ÿ‡ธ๐Ÿ‡ฌ Singapore1 in 5260.19%3.1973,391
19๐Ÿ‡ฎ๐Ÿ‡น Italy1 in 5770.17%3.3562,903
20๐Ÿ‡ฑ๐Ÿ‡ง Lebanon1 in 6390.16%3.511481
21๐Ÿ‡ธ๐Ÿ‡ฆ Saudi Arabia1 in 6510.15%3.5494,369
22๐Ÿ‡บ๐Ÿ‡ธ United States1 in 6640.15%3.57241116,439
23๐Ÿ‡ด๐Ÿ‡ฒ Oman1 in 6960.14%3.6352,429
24๐Ÿ‡ญ๐Ÿ‡บ Hungary1 in 6970.14%3.6431,456
25๐Ÿ‡ฏ๐Ÿ‡ด Jordan1 in 7640.13%3.761483
26๐Ÿ‡ฉ๐Ÿ‡ช Germany1 in 8520.12%3.88178,178
27๐Ÿ‡น๐Ÿ‡ญ Thailand1 in 8570.12%3.8931,453
28๐Ÿ‡ช๐Ÿ‡ฌ Egypt1 in 8620.12%3.902963
29๐Ÿ‡ท๐Ÿ‡ธ Serbia1 in 9540.10%4.001483
30๐Ÿ‡ต๐Ÿ‡ฐ Pakistan1 in 1,0480.10%4.091484
31๐Ÿ‡ฒ๐Ÿ‡พ Malaysia1 in 1,0620.09%4.1173,385
32๐Ÿ‡ง๐Ÿ‡ท Brazil1 in 1,0990.09%4.1483,873
33๐Ÿ‡ฎ๐Ÿ‡ธ Iceland1 in 1,1160.09%4.151482
34๐Ÿ‡ณ๐Ÿ‡ด Norway1 in 1,1810.08%4.202963
35๐Ÿ‡ง๐Ÿ‡ช Belgium1 in 1,2020.08%4.211486
36๐Ÿ‡ต๐Ÿ‡ญ Philippines1 in 1,2600.08%4.2531,455
37๐Ÿ‡ธ๐Ÿ‡ช Sweden1 in 1,2810.08%4.2631,452
38๐Ÿ‡ญ๐Ÿ‡ฐ Hong Kong1 in 1,3490.07%4.3031,457
39๐Ÿ‡ป๐Ÿ‡ณ Vietnam1 in 1,3720.07%4.312963
40๐Ÿ‡ฆ๐Ÿ‡บ Australia1 in 1,4680.07%4.3552,411
41๐Ÿ‡จ๐Ÿ‡ญ Switzerland1 in 1,9630.05%4.521485
42๐Ÿ‡ซ๐Ÿ‡ฎ Finland1 in 2,5130.04%4.621483
43๐Ÿ‡ฎ๐Ÿ‡ฉ Indonesia1 in 2,7910.04%4.6631,456
44๐Ÿ‡ต๐Ÿ‡ฆ Panama1 in 2,9070.03%4.671481
45๐Ÿ‡จ๐Ÿ‡ฑ Chile1 in 3,9310.03%4.761481
46๐Ÿ‡ฏ๐Ÿ‡ต Japan1 in 7,3540.01%4.871485
47๐Ÿ‡จ๐Ÿ‡ณ China1 in 10,2160.01%4.9152,417

Why make this? Vueling lost my gf's suitcase in June 2024 and it then went on a trip to random spots around the world without coming back to us while getting gaslit by useless Vueling staff! We called and DM'd customer support, even messaged the CEO on LinkedIn, all without resolve. In the end we got it back because American Airlines found it. Not even Vueling.

I then realized nobody collects data on how much luggage specific airlines are losing every day (and getting them back to their customers) to avoid the worst ones. This helps me (and hopefully you too) to book with airlines that put effort in to not lose luggage or get it back fast to their customers! And rewards great airlines for not losing our luggage.

How it works? My robot scrapers scour the internet 24/7 for people talking about their lost luggage and which airlines (and airports) they flew, in 100+ different languages. By cross referencing that with actual lost luggage data it estimates very closely how much luggage is constantly being lost. And yes, it takes into account airline size differences by flights and fleet size, and airport size differences by passengers. All major airlines and airports are tracked 24/7.

Next features? As I collect more data over the next few weeks, I can add charts and growth % to see which airlines grow or decrease in lost luggage. If you have more ideas, tweet me!

Limitations? Airlines don't publish live lost luggage data (probably for a reason). Using social media as a data source has limitations but seems to be a good proxy indicator when combined with historical lost luggage data. Probabilities and lost bags are live estimations.

Why do airlines lose luggage? Airports and airlines, especially in US and Europe, are trying to maximize the amount of flights they can operate (and money they can make) while minimzing the cost (giving you cheap flights!). Part of that is underpaying the people handling your luggage. Because they don't want to pay more, there's a shortage of people who want to do those jobs, and the quality of the people remaining to do those jobs is low. At the same time the load on airlines and airports has never been so high. That's why luggage handlers will cut corners and might wrongly tag you luggage, load it onto the wrong plane, or even damage it. Usually your luggage is delayed for a few days and will get back. But increasingly I hear getting back your luggage is getting very hard (like it was in my experience with Vueling). The staff to actually find your delayed luggage, get it to the right airport, and then deliver it to your home or hotel is usually also overworked and underpaid and thus dysfunctional.

Do airlines sell your lost luggage to strangers? Yes they do. Lost luggage that is unclaimed is auctioned off to strangers. But "unclaimed" is a subjective term here. If the airline does not have the staff to actually get your luggage back to you, they'll consider it as "unclaimed" after 21 days. Typically its held up to 60 days though but there's no legal requirement for airlines to hold your luggage over 21 days! That means your clothes, your electronics, your personal items you have emotional ties to, even your laptop, will be sold off to strangers and there's nothing you can do about it!

How to avoid losing my luggage? Book flights with airlines that don't lose luggage a lot (the green ones on this page). Avoid airlines that do (the red ones on this page).

Like this? Follow me on X @ @levelsio for more hacky side projects!

Press inquiries? Send me a message on X @ @levelsio. Yes you can use any data from this site as long as you mention it and link back!

My other projects Check out my other projects like Airline List, Nomads.com, Remote OK, Photo AI and Interior AI.


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