Aggregated LPI 2012-2018
The Aggregated LPI combines the four most recent LPI editions. Scores of the six components across the 2012, 2014, 2016 and 2018 LPI surveys were used to generate a “big picture” to better indicate countries’ logistics performance. This approach reduces random variation from one LPI survey to another and enables the comparison of 167 countries. Each year’s scores in each component were given weights: 6.7 percent for 2012, 13.3 percent for 2014, 26.7 percent for 2016, and 53.3 percent for 2017. In this way, the most recent data carry the highest weight. The Aggregated LPI allows for comparisons across 167 countries. Missing values are filled according to previous years’ scores (see Appendix 1 of the 2018 report for details).

Aggregated LPI

LPI Aggregated Rankings
Data Table 
(Toggle Rank and Score for Subindicators)
CountryLPI RankLPI ScoreCustomsCustomsInfrastructuresort descendingInfrastructuresort descendingInternational shipmentsInternational shipmentsLogistics competenceLogistics competenceTracking & tracingTracking & tracingTimelinessTimeliness
Germany14.1914.0914.3843.8314.2614.2214.40
Netherlands24.0733.9724.2363.7624.1274.0864.30
Sweden34.0743.9534.2223.8854.04114.0244.32
Japan73.9953.9144.19143.6184.0394.0394.24
Singapore54.0524.0054.1483.7244.0884.0534.34
United States103.92113.7664.10233.54113.9334.13164.14
United Kingdom64.0183.8574.09103.6974.0454.1054.32
Austria83.99143.7184.0753.7864.0424.13114.22
Switzerland133.91123.7594.07203.57123.92104.02124.20
Belgium44.05133.74104.0313.9734.1044.1124.40
Hong Kong, China93.9693.85114.0233.85103.94133.95134.18
France153.86183.63124.00153.60173.82123.99144.17
United Arab Emirates143.89173.66133.9873.76163.83163.89104.23
Finland123.9263.89143.95213.56143.8864.10154.17
Australia193.77103.76153.92313.40193.76193.83224.00
Canada173.81153.70163.91283.45133.90153.91214.03
Denmark113.9273.88173.89163.5993.98143.9484.26
Luxembourg163.84163.67183.84113.68153.83223.7874.27
Norway203.74193.62193.84273.48203.75183.83253.96
Italy213.73233.44203.82223.55233.68173.84184.09
New Zealand223.68203.58213.79363.27213.69243.73174.10
Spain183.78213.57223.7993.72183.78213.78194.04
Korea, Rep.233.65243.43233.75293.43263.63233.75243.96
China273.60303.28243.73183.57273.58283.63293.86
Taiwan243.65253.42253.67243.54243.68273.67273.93
Ireland253.63223.45263.50253.53223.69203.79303.85
Qatar303.50353.18273.43133.62313.46313.53343.78
South Africa293.51293.29283.39263.53333.42303.56313.85
Czech Republic263.62263.34293.38123.65253.65263.68233.98
Turkey373.29472.94303.36403.19373.23363.37393.68
Israel333.39273.32313.33612.93323.44323.50283.89
Hungary323.41363.18323.31353.29363.27293.61323.82
Malaysia353.34383.06333.30303.43343.34383.32463.60
Slovenia393.29343.21343.25443.16413.17403.30413.65
Portugal283.56323.24353.23173.59283.54253.69204.03
Greece443.19492.88363.19483.13523.02413.25403.67
Oman463.16522.82373.18343.29503.06602.96443.61
Saudi Arabia523.08602.70383.18523.05572.94473.19563.43
Iceland383.29403.02393.18553.00303.48343.38383.72
Poland313.50313.26403.17193.57293.49333.49263.94
Thailand343.36373.13413.17323.40353.29353.38363.75
Panama413.26442.95423.14333.35383.20433.25423.63
Estonia363.30283.30433.13413.19423.15463.20333.80
Slovak Republic473.14462.94443.09423.19433.13573.02543.45
Chile403.28333.23453.09373.24473.09393.30373.73
Latvia553.02482.93463.03572.97592.92563.06693.25
Croatia483.12423.01473.02562.99443.10553.08513.51
India423.22432.97483.01383.24393.18373.33503.57
Lithuania433.20413.02493.00543.03453.10423.25353.78
Kuwait592.96572.75503.00622.91632.81662.88593.39
Brazil563.02852.52512.99652.89463.10493.17533.47
Malta612.94562.77522.95642.91612.85612.95713.24
Cyprus493.10393.04532.94533.04582.93592.98433.62
Vietnam453.16512.86542.92453.15403.17443.23473.60
Egypt, Arab Rep.602.95652.67552.91592.94552.95642.91673.30
Mexico533.08542.78562.90503.09493.06513.14523.49
Bahrain543.06502.88572.89493.09513.03503.16663.31
Romania503.10582.73582.86463.15533.01483.19453.61
Botswana582.96452.95592.85732.82752.71772.81483.60
Argentina622.93902.49602.81632.91622.82523.13583.41
Indonesia513.08622.69612.81513.08483.07453.23493.59
Namibia802.73722.60622.74932.68862.641072.55813.14
Tanzania672.88692.66632.72662.89652.80692.85623.34
Bulgaria573.00552.77642.71433.16542.96632.93573.43
Jordan762.78872.51652.70862.74832.67792.79703.24
Azerbaijan1232.45812.53662.691092.561532.141532.181462.62
Kenya632.93672.66672.68702.86602.88533.11613.35
Mauritius912.65862.51682.681372.35792.69842.721062.98
Cote d'Ivoire662.89682.66692.67582.96562.95622.95853.11
Iran, Islamic Rep.812.71962.46702.67942.68722.76952.63953.07
Philippines642.91702.62712.67393.20642.80583.01833.11
Maldives972.63972.46722.641042.591152.421032.57963.07
Russian Federation852.691312.25732.641052.59732.74882.67743.23
Ecuador702.82632.69742.62722.82772.70672.87753.22
Lebanon822.71982.45752.61822.771032.52722.83983.05
Rwanda652.90642.68762.60473.14692.77732.83643.31
Brunei732.78612.70772.59842.74842.64752.82783.18
Serbia682.83822.53782.59672.89682.78682.86633.32
Kazakhstan772.77782.57792.59872.73892.60782.81653.31
Morocco872.671142.36802.58752.80922.591042.57933.09
Colombia712.81892.50812.58602.93662.79702.84803.17
Uruguay752.78732.60822.57802.78672.79742.83913.10
Malawi842.69762.58832.561032.61712.76922.651052.99
Bahamas, The902.65592.72842.561002.661052.511022.581182.87
Bosnia and Herzegovina782.76712.62852.52892.70742.73822.75773.20
Macedonia, FYR992.621152.36862.51962.66902.601132.521003.01
Paraguay832.70802.53872.501012.66762.701052.56733.23
Nigeria1032.591452.15882.501182.521002.54832.73863.10
Burkina Faso962.631012.44892.48782.79962.561262.42973.06
Djibouti1262.431242.29902.471412.331542.141212.461152.91
Peru742.78742.59912.46682.88872.62852.72603.36
Ghana1012.601032.41922.461022.631042.511002.581092.95
Montenegro942.65912.49932.46922.68972.551082.55843.11
Benin932.65932.48942.45982.661072.501012.58793.17
Algeria1072.561272.28952.451132.541012.53912.651172.89
Uganda722.79532.78962.45742.82782.70862.69683.27
Costa Rica792.74882.50972.45772.79812.67652.88923.09
Uzbekistan1172.501472.13982.441342.381092.491102.541013.01
Nicaragua1082.56842.52992.441112.54982.551152.491292.77
Pakistan952.641042.411002.43792.79802.691122.521122.93
Armenia1162.511072.391012.391102.551122.451282.381222.84
Dominican Republic862.681022.431022.39832.77932.59712.84993.03
Belarus1102.541262.291032.391242.471022.531242.44873.10
Sri Lanka922.65772.571042.391082.57852.64812.771132.93
Ukraine692.83952.461052.38812.77702.76543.08553.45
Jamaica1112.52992.451062.361142.531102.481202.481232.81
Trinidad and Tobago1272.411062.401072.361272.461342.281422.271392.65
Georgia1242.451092.381082.361322.381392.271302.371142.92
Bangladesh1002.601202.331092.36992.66942.56892.671082.97
Fiji1342.371132.371102.361482.271362.271362.321382.65
Cameroon1252.431282.271112.361192.511082.501322.371522.56
Honduras1062.561232.301122.32972.66912.60972.611212.85
El Salvador882.661052.401132.31762.79822.67942.63883.10
São Tomé and Príncipe1052.56832.521142.301302.44992.55902.661162.90
Zambia1182.491292.271152.29882.721112.461542.181102.94
Mali1092.551362.221162.28952.661172.40762.811192.87
Tunisia1042.591302.271172.271152.531132.45802.78763.20
Guatemala1152.511162.351182.271262.461252.351172.49893.10
Comoros1142.51752.581192.271232.471292.32872.671322.74
Cambodia892.66942.471202.26692.871062.50932.64823.13
Chad1402.341432.151212.261362.351182.391412.281512.58
Senegal1412.341252.291222.241292.441372.271512.191532.56
Albania982.621182.331232.24852.74952.561112.52723.24
Venezuela, RB1352.371601.941242.241202.491282.321232.441332.74
Solomon Islands1122.52662.661252.231512.24882.611312.371023.00
Kyrgyz Republic1322.381102.381262.231572.201472.211162.491262.79
Togo1192.481192.331272.231062.581302.291142.501112.93
Lao PDR1202.481112.371282.231162.521142.451192.481302.77
Turkmenistan1422.341332.251292.231352.361502.201372.321432.63
Mozambique1022.591002.451302.22712.861202.38962.621072.98
Moldova1132.521222.311312.21902.691232.361332.36903.10
Nepal1212.451402.191322.201312.401222.361062.561042.99
Tajikistan1472.291542.021332.171432.321322.291432.261422.65
Guyana1222.45922.481342.171382.351212.361092.551272.79
C.A.R.1502.261172.351352.171502.251562.131502.211612.46
Libya1552.211562.001362.171582.181482.211661.901282.78
Madagascar1372.351212.321372.161542.221412.251252.421362.70
Bolivia1362.361342.241382.161222.481462.211402.291312.75
Sudan1302.401482.131392.141212.491162.411222.451342.73
Ethiopia1312.40792.541402.131122.541192.391452.241582.49
Congo, Rep.1332.381512.071412.121072.581422.251292.381252.80
Mongolia1292.401322.251422.121282.451452.231492.21943.07
Syrian Arab Republic1632.101671.701432.121662.091652.001462.231572.50
Papua New Guinea1442.311122.371442.111452.291592.111342.361472.61
Myanmar1392.341372.211452.111552.221332.281352.331202.86
Niger1482.291462.141462.101462.281402.261392.291452.62
Mauritania1572.201422.161472.091612.151622.061562.181562.54
Cuba1522.231442.151482.091442.301512.201552.181602.46
Gabon1582.191571.991492.071532.231552.131632.061482.61
Liberia1462.291532.041502.061562.221432.241572.151032.99
Yemen, Rep.1492.271502.081512.051422.331352.271442.241442.63
Congo, Dem. Rep.1432.331352.231522.041492.261262.341272.411412.65
Lesotho1532.221392.201532.021622.141582.121482.221492.60
Sierra Leone1642.061641.821542.021602.151671.961612.101642.31
Zimbabwe1612.171552.011552.011632.131492.201522.191622.45
Angola1602.181661.791562.011392.331572.131592.141402.65
Burundi1542.221631.901572.001472.281272.331472.231542.55
Iraq1592.181621.901582.001402.331661.981602.131352.73
Bhutan1512.251412.161591.981642.121242.361382.311552.54
Guinea-Bissau1282.401382.211601.941172.521312.29982.601242.80
Gambia, The1382.341492.081611.90912.681442.231182.481502.60
Eritrea1622.111522.051621.891652.121522.191622.091652.31
Afghanistan1652.041611.911631.831592.181632.021671.761592.48
Equatorial Guinea1562.211581.991641.821252.461602.111582.141372.66
Haiti1662.021591.961651.811671.981642.021641.961632.37
Guinea1452.301082.391661.801332.381382.27992.591662.30
Somalia1672.001651.811671.691522.241612.071651.941672.18