INTERNATIONAL LPI

The LPI is an interactive benchmarking tool created to help countries identify the challenges and opportunities they face in their performance on trade logistics and what they can do to improve their performance. The LPI 2023 allows for comparisons across 139 countries.

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The countries are color-coded based on their performance on the LPI index. To see the map full screen, please find the button in the upper left corner.

Disclaimer: Country borders or names do not necessarily reflect the World Bank Groups official position. This map is for illustrative purposes and does not imply the expression of any opinion on the part of the World Bank, concerning the legal status of any country or territory or concerning the delimitation of frontiers or boundaries.

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Full LPI Dataset: 2007, 2010, 2012, 2014, 2016, 2018, 2023 Download

Global Ranking 2016

Data Table

(Toggle Rank and Score for Subindicators)

Country Year LPI Rank LPI Score Customs Rank Customs Score Infrastructure Rank Infrastructure Score International shipments Rank International shipments Score Logistics competence Rank Logistics competence Score Tracking & tracing Rank Tracking & tracing Score Timeliness Rank Timeliness Score
Germany 2016 1 4.23 2 4.12 1 4.44 8 3.86 1 4.28 3 4.27 2 4.45
Luxembourg 2016 2 4.22 9 3.9 4 4.24 1 4.24 10 4.01 8 4.12 1 4.8
Sweden 2016 3 4.2 8 3.92 3 4.27 4 4 2 4.25 1 4.38 3 4.45
Netherlands 2016 4 4.19 3 4.12 2 4.29 6 3.94 3 4.22 6 4.17 5 4.41
Singapore 2016 5 4.14 1 4.18 6 4.2 5 3.96 5 4.09 10 4.05 6 4.4
Belgium 2016 6 4.11 13 3.83 14 4.05 3 4.05 6 4.07 4 4.22 4 4.43
Austria 2016 7 4.1 15 3.79 12 4.08 9 3.85 4 4.18 2 4.36 7 4.37
United Kingdom 2016 8 4.07 5 3.98 5 4.21 11 3.77 7 4.05 7 4.13 8 4.33
Hong Kong, China 2016 9 4.07 7 3.94 10 4.1 2 4.05 11 4 14 4.03 9 4.29
United States 2016 10 3.99 16 3.75 8 4.15 19 3.65 8 4.01 5 4.2 11 4.25
Switzerland 2016 11 3.99 10 3.88 7 4.19 14 3.69 14 3.95 12 4.04 14 4.24
Japan 2016 12 3.97 11 3.85 11 4.1 13 3.69 12 3.99 13 4.03 15 4.21
United Arab Emirates 2016 13 3.94 12 3.84 13 4.07 7 3.89 18 3.82 18 3.91 18 4.13
Canada 2016 14 3.93 6 3.95 9 4.14 29 3.56 15 3.9 9 4.1 25 4.01
Finland 2016 15 3.92 4 4.01 16 4.01 30 3.51 16 3.88 11 4.04 16 4.14
France 2016 16 3.9 17 3.71 15 4.01 20 3.64 19 3.82 15 4.02 13 4.25
Denmark 2016 17 3.82 14 3.82 24 3.75 15 3.66 9 4.01 25 3.74 30 3.92
Ireland 2016 18 3.79 25 3.47 22 3.77 10 3.83 20 3.79 16 3.98 29 3.94
Australia 2016 19 3.79 22 3.54 18 3.82 21 3.63 17 3.87 19 3.87 21 4.04
South Africa 2016 20 3.78 18 3.6 21 3.78 23 3.62 22 3.75 17 3.92 24 4.02
Italy 2016 21 3.76 27 3.45 19 3.79 17 3.65 21 3.77 20 3.86 22 4.03
Norway 2016 22 3.73 20 3.57 17 3.95 25 3.62 24 3.7 22 3.82 39 3.77
Spain 2016 23 3.73 24 3.48 25 3.72 22 3.63 23 3.73 23 3.82 26 4
Korea, Rep. 2016 24 3.72 26 3.45 20 3.79 27 3.58 25 3.69 24 3.78 23 4.03
Taiwan 2016 25 3.7 34 3.23 26 3.57 28 3.57 13 3.95 31 3.59 12 4.25
Czech Republic 2016 26 3.67 19 3.58 35 3.36 18 3.65 26 3.65 21 3.84 28 3.94
China 2016 27 3.66 31 3.32 23 3.75 12 3.7 27 3.62 28 3.68 31 3.9
Israel 2016 28 3.66 23 3.5 30 3.49 37 3.38 28 3.6 26 3.72 10 4.27
Lithuania 2016 29 3.63 28 3.42 27 3.57 31 3.49 30 3.49 27 3.68 17 4.14
Qatar 2016 30 3.6 21 3.55 28 3.57 26 3.58 29 3.54 35 3.5 35 3.83
Hungary 2016 31 3.43 49 3.02 32 3.48 34 3.44 34 3.35 41 3.4 33 3.88
Malaysia 2016 32 3.43 40 3.17 33 3.45 32 3.48 35 3.34 36 3.46 47 3.65
Poland 2016 33 3.43 33 3.27 45 3.17 33 3.44 31 3.39 37 3.46 37 3.8
Turkiye 2016 34 3.42 36 3.18 31 3.49 35 3.41 36 3.31 43 3.39 40 3.75
India 2016 35 3.42 38 3.17 36 3.34 39 3.36 32 3.39 33 3.52 42 3.74
Portugal 2016 36 3.41 30 3.37 49 3.09 47 3.24 47 3.15 29 3.65 27 3.95
New Zealand 2016 37 3.39 37 3.18 29 3.55 80 2.77 41 3.22 32 3.58 19 4.12
Estonia 2016 38 3.36 29 3.41 44 3.18 56 3.07 46 3.18 48 3.25 20 4.08
Iceland 2016 39 3.35 43 3.13 51 3.02 42 3.32 39 3.26 40 3.42 32 3.88
Panama 2016 40 3.34 42 3.13 38 3.28 16 3.65 45 3.18 63 2.95 41 3.74
Slovak Republic 2016 41 3.34 32 3.28 39 3.24 36 3.41 51 3.12 55 3.12 36 3.81
Kenya 2016 42 3.33 39 3.17 42 3.21 46 3.24 40 3.24 38 3.42 46 3.7
Latvia 2016 43 3.33 45 3.11 41 3.24 44 3.28 37 3.29 39 3.42 49 3.62
Bahrain 2016 44 3.31 41 3.14 48 3.1 41 3.33 33 3.38 44 3.32 51 3.58
Thailand 2016 45 3.26 46 3.11 46 3.12 38 3.37 49 3.14 50 3.2 52 3.56
Chile 2016 46 3.25 35 3.19 63 2.77 43 3.3 56 2.97 34 3.5 44 3.71
Greece 2016 47 3.24 55 2.85 37 3.32 64 2.97 60 2.91 30 3.59 34 3.85
Oman 2016 48 3.23 61 2.76 34 3.44 40 3.35 38 3.26 57 3.09 57 3.5
Egypt, Arab Rep. 2016 49 3.18 65 2.75 50 3.07 45 3.27 43 3.2 54 3.15 48 3.63
Slovenia 2016 50 3.18 53 2.88 43 3.19 53 3.1 44 3.2 46 3.27 60 3.47
Croatia 2016 51 3.16 47 3.07 53 2.99 51 3.12 42 3.21 52 3.16 67 3.39
Saudi Arabia 2016 52 3.16 68 2.69 40 3.24 48 3.23 54 3 49 3.25 53 3.53
Kuwait 2016 53 3.15 56 2.83 56 2.92 24 3.62 70 2.79 53 3.16 55 3.51
Mexico 2016 54 3.11 54 2.88 57 2.89 61 3 48 3.14 42 3.4 68 3.38
Brazil 2016 55 3.09 62 2.76 47 3.11 72 2.9 50 3.12 45 3.28 66 3.39
Malta 2016 56 3.07 59 2.78 55 2.94 55 3.09 65 2.85 56 3.12 50 3.61
Botswana 2016 57 3.05 48 3.05 54 2.96 70 2.91 75 2.74 70 2.89 43 3.72
Uganda 2016 58 3.04 51 2.97 67 2.74 74 2.88 57 2.93 59 3.01 45 3.7
Cyprus 2016 59 3 44 3.11 52 3 78 2.8 76 2.72 98 2.54 38 3.79
Romania 2016 60 2.99 50 3 58 2.88 57 3.06 67 2.82 64 2.95 81 3.22
Tanzania 2016 61 2.99 60 2.78 60 2.81 63 2.98 58 2.92 60 2.98 64 3.44
Rwanda 2016 62 2.99 52 2.93 76 2.62 59 3.05 63 2.87 58 3.04 69 3.35
Indonesia 2016 63 2.98 69 2.69 73 2.65 71 2.9 55 3 51 3.19 62 3.46
Vietnam 2016 64 2.98 64 2.75 70 2.7 50 3.12 62 2.88 75 2.84 56 3.5
Uruguay 2016 65 2.97 58 2.78 61 2.79 69 2.91 53 3.01 74 2.84 59 3.47
Argentina 2016 66 2.96 76 2.63 59 2.86 81 2.76 66 2.83 47 3.26 61 3.47
Jordan 2016 67 2.96 83 2.55 62 2.77 49 3.17 61 2.89 62 2.96 71 3.34
Pakistan 2016 68 2.92 71 2.66 69 2.7 66 2.93 68 2.82 67 2.91 58 3.48
Peru 2016 69 2.89 63 2.76 75 2.62 68 2.91 64 2.87 65 2.94 80 3.23
Brunei 2016 70 2.87 57 2.78 66 2.75 62 3 93 2.57 68 2.91 84 3.19
Philippines 2016 71 2.86 78 2.61 82 2.55 60 3.01 77 2.7 73 2.86 70 3.35
Bulgaria 2016 72 2.81 97 2.4 101 2.35 67 2.93 52 3.06 80 2.72 72 3.31
Cambodia 2016 73 2.8 77 2.62 99 2.36 52 3.11 89 2.6 81 2.7 73 3.3
Ecuador 2016 74 2.78 74 2.64 88 2.47 65 2.95 84 2.66 86 2.65 77 3.23
Algeria 2016 75 2.77 108 2.37 80 2.58 77 2.8 59 2.91 72 2.86 91 3.08
Serbia 2016 76 2.76 87 2.5 85 2.49 90 2.63 69 2.79 66 2.92 79 3.23
Kazakhstan 2016 77 2.75 86 2.52 65 2.76 82 2.75 92 2.57 71 2.86 92 3.06
Bahamas, The 2016 78 2.75 72 2.65 68 2.72 79 2.8 73 2.74 87 2.64 105 2.93
Namibia 2016 79 2.74 73 2.65 64 2.76 86 2.69 86 2.63 100 2.52 85 3.19
Ukraine 2016 80 2.74 116 2.3 84 2.49 95 2.59 95 2.55 61 2.96 54 3.51
Burkina Faso 2016 81 2.73 84 2.55 71 2.67 83 2.73 71 2.78 103 2.49 88 3.13
Lebanon 2016 82 2.72 66 2.73 74 2.64 75 2.84 108 2.45 78 2.75 111 2.86
El Salvador 2016 83 2.71 107 2.37 114 2.25 76 2.82 83 2.66 76 2.78 74 3.29
Mozambique 2016 84 2.68 88 2.49 116 2.24 58 3.06 109 2.44 79 2.75 97 3.04
Guyana 2016 85 2.67 98 2.4 118 2.24 89 2.66 85 2.66 69 2.9 90 3.12
Morocco 2016 86 2.67 124 2.22 90 2.46 54 3.09 91 2.59 122 2.34 83 3.2
Bangladesh 2016 87 2.66 82 2.57 87 2.48 84 2.73 80 2.67 92 2.59 109 2.9
Ghana 2016 88 2.66 93 2.46 86 2.48 85 2.71 98 2.54 101 2.52 82 3.21
Costa Rica 2016 89 2.65 113 2.33 107 2.32 73 2.89 94 2.55 77 2.77 101 2.98
Nigeria 2016 90 2.63 92 2.46 96 2.4 118 2.43 74 2.74 82 2.7 95 3.04
Dominican Republic 2016 91 2.63 101 2.39 111 2.29 87 2.67 79 2.68 88 2.63 93 3.06
Togo 2016 92 2.62 89 2.49 117 2.24 93 2.62 106 2.46 91 2.6 76 3.24
Moldova 2016 93 2.61 99 2.39 100 2.35 94 2.6 103 2.48 85 2.67 86 3.16
Colombia 2016 94 2.61 129 2.21 95 2.43 103 2.55 81 2.67 96 2.55 78 3.23
Cote d'Ivoire 2016 95 2.6 70 2.67 89 2.46 105 2.54 87 2.62 89 2.62 128 2.71
Iran, Islamic Rep. 2016 96 2.6 110 2.33 72 2.67 88 2.67 82 2.67 111 2.44 116 2.81
Bosnia and Herzegovina 2016 97 2.6 67 2.69 77 2.61 140 2.28 99 2.52 95 2.56 103 2.94
Comoros 2016 98 2.58 75 2.63 98 2.36 98 2.58 88 2.6 113 2.44 115 2.82
Russian Federation 2016 99 2.57 141 2.01 94 2.43 115 2.45 72 2.76 90 2.62 87 3.15
Niger 2016 100 2.56 81 2.59 121 2.22 91 2.63 100 2.5 121 2.35 98 3.02
Paraguay 2016 101 2.56 103 2.38 92 2.45 96 2.58 78 2.69 126 2.3 107 2.93
Nicaragua 2016 102 2.53 90 2.48 83 2.5 107 2.5 96 2.55 107 2.47 134 2.68
Sudan 2016 103 2.53 122 2.23 126 2.2 100 2.57 118 2.36 104 2.49 75 3.28
Maldives 2016 104 2.51 102 2.39 81 2.57 132 2.34 111 2.44 102 2.49 110 2.88
Papua New Guinea 2016 105 2.51 85 2.55 106 2.32 114 2.46 121 2.35 93 2.58 120 2.78
North Macedonia 2016 106 2.51 127 2.21 79 2.58 116 2.45 120 2.36 123 2.32 89 3.13
Burundi 2016 107 2.51 137 2.02 147 1.98 119 2.42 107 2.46 83 2.68 63 3.45
Mongolia 2016 108 2.51 100 2.39 140 2.05 129 2.37 129 2.31 108 2.47 65 3.4
Mali 2016 109 2.5 94 2.45 109 2.3 112 2.48 105 2.46 120 2.36 106 2.93
Tunisia 2016 110 2.5 147 1.96 93 2.44 133 2.33 90 2.59 84 2.67 99 3
Guatemala 2016 111 2.48 91 2.47 127 2.2 120 2.41 130 2.3 110 2.46 100 2.98
Honduras 2016 112 2.46 126 2.21 143 2.04 97 2.58 110 2.44 99 2.53 108 2.91
Myanmar 2016 113 2.46 96 2.43 105 2.33 144 2.23 119 2.36 94 2.57 112 2.85
Zambia 2016 114 2.43 119 2.25 113 2.26 106 2.51 114 2.42 119 2.36 124 2.74
Benin 2016 115 2.43 130 2.2 97 2.39 104 2.55 104 2.47 129 2.23 130 2.69
Solomon Islands 2016 116 2.42 79 2.6 124 2.21 139 2.28 112 2.43 132 2.18 121 2.76
Albania 2016 117 2.41 121 2.23 148 1.98 110 2.48 102 2.48 135 2.15 94 3.05
Uzbekistan 2016 118 2.4 114 2.32 91 2.45 130 2.36 116 2.39 143 2.05 114 2.83
Jamaica 2016 119 2.4 109 2.37 120 2.23 117 2.44 126 2.31 116 2.38 136 2.64
Belarus 2016 120 2.4 136 2.06 135 2.1 92 2.62 125 2.32 134 2.16 96 3.04
Trinidad and Tobago 2016 121 2.4 104 2.38 104 2.34 137 2.31 132 2.28 127 2.28 119 2.79
Venezuela, RB 2016 122 2.39 145 1.99 102 2.35 113 2.47 122 2.34 106 2.48 127 2.71
Montenegro 2016 123 2.38 125 2.22 138 2.07 101 2.56 127 2.31 117 2.37 131 2.69
Nepal 2016 124 2.38 149 1.93 112 2.27 109 2.5 140 2.13 109 2.47 104 2.93
Congo, Rep. 2016 125 2.38 143 2 78 2.6 127 2.37 133 2.26 105 2.48 143 2.57
Ethiopia 2016 126 2.38 80 2.6 133 2.12 102 2.56 117 2.37 133 2.18 149 2.37
Congo, Dem. Rep. 2016 127 2.38 123 2.22 146 2.01 135 2.33 123 2.33 118 2.37 102 2.94
Guinea-Bissau 2016 128 2.37 95 2.44 152 1.91 99 2.57 148 2.07 114 2.41 123 2.74
Guinea 2016 129 2.36 117 2.28 145 2.01 124 2.38 97 2.54 97 2.54 148 2.38
Georgia 2016 130 2.35 118 2.26 128 2.17 131 2.35 146 2.08 112 2.44 117 2.8
Cuba 2016 131 2.35 105 2.38 108 2.31 136 2.31 135 2.25 124 2.31 145 2.51
Senegal 2016 132 2.33 115 2.31 119 2.23 143 2.25 115 2.39 136 2.15 138 2.61
São Tomé and Príncipe 2016 133 2.33 120 2.24 132 2.12 142 2.26 113 2.42 137 2.14 122 2.75
Djibouti 2016 134 2.32 106 2.37 110 2.3 111 2.48 152 1.96 139 2.09 132 2.69
Bhutan 2016 135 2.32 128 2.21 151 1.96 108 2.5 131 2.3 131 2.2 129 2.7
Fiji 2016 136 2.32 111 2.33 115 2.25 147 2.21 134 2.25 128 2.25 140 2.6
Libya 2016 137 2.26 153 1.88 142 2.04 123 2.4 101 2.5 153 1.85 113 2.83
Bolivia 2016 138 2.25 146 1.97 134 2.11 122 2.4 154 1.9 125 2.31 118 2.79
Angola 2016 139 2.24 157 1.8 129 2.13 128 2.37 128 2.31 130 2.21 141 2.59
Turkmenistan 2016 140 2.21 142 2 103 2.34 126 2.37 145 2.09 154 1.84 142 2.59
Armenia 2016 141 2.21 148 1.95 122 2.22 146 2.22 137 2.21 147 2.02 139 2.6
Liberia 2016 142 2.2 135 2.07 144 2.01 145 2.22 147 2.07 140 2.07 125 2.73
Gabon 2016 143 2.19 134 2.07 141 2.05 141 2.28 142 2.12 142 2.07 144 2.52
Eritrea 2016 144 2.17 140 2.01 139 2.06 150 2.16 136 2.25 146 2.03 146 2.5
Chad 2016 145 2.16 133 2.08 136 2.07 121 2.41 149 2.06 141 2.07 155 2.25
Kyrgyz Republic 2016 146 2.16 156 1.8 150 1.96 152 2.1 151 1.96 115 2.39 126 2.72
Madagascar 2016 147 2.15 112 2.33 131 2.12 149 2.17 153 1.93 148 2.01 151 2.35
Cameroon 2016 148 2.15 132 2.09 125 2.21 155 1.98 124 2.32 145 2.04 154 2.29
Iraq 2016 149 2.15 139 2.01 153 1.87 134 2.33 150 1.97 149 1.98 135 2.66
Afghanistan 2016 150 2.14 138 2.01 154 1.84 125 2.38 139 2.15 155 1.77 137 2.61
Zimbabwe 2016 151 2.08 144 2 123 2.21 153 2.08 141 2.13 150 1.95 158 2.13
Lao PDR 2016 152 2.07 155 1.85 155 1.76 148 2.18 144 2.1 156 1.76 133 2.68
Tajikistan 2016 153 2.06 150 1.93 130 2.13 151 2.12 143 2.12 144 2.04 159 2.04
Lesotho 2016 154 2.03 151 1.91 149 1.96 158 1.84 138 2.16 151 1.92 150 2.35
Sierra Leone 2016 155 2.03 152 1.91 137 2.07 138 2.31 155 1.85 157 1.74 156 2.23
Equatorial Guinea 2016 156 1.88 154 1.88 158 1.5 156 1.89 157 1.75 152 1.89 153 2.32
Mauritania 2016 157 1.87 131 2.14 157 1.54 154 2 158 1.74 159 1.54 157 2.14
Somalia 2016 158 1.75 159 1.29 156 1.57 157 1.86 156 1.85 160 1.51 152 2.35
Haiti 2016 159 1.72 158 1.7 159 1.47 159 1.81 159 1.68 158 1.56 160 2.02
Syrian Arab Republic 2016 160 1.6 160 1.11 160 1.24 160 1.36 160 1.39 138 2.1 147 2.4
Country Year LPI Rank LPI Score Customs Rank Customs Score Infrastructure Rank Infrastructure Score International shipments Rank International shipments Score Logistics competence Rank Logistics competence Score Tracking & tracing Rank Tracking & tracing Score Timeliness Rank Timeliness Score