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.

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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Global Ranking 2012

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
Singapore 2012 1 4.13 1 4.1 2 4.15 2 3.99 6 4.07 6 4.07 1 4.39
Hong Kong, China 2012 2 4.12 3 3.97 7 4.12 1 4.18 5 4.08 5 4.09 4 4.28
Finland 2012 3 4.05 2 3.98 6 4.12 4 3.85 1 4.14 1 4.14 15 4.1
Germany 2012 4 4.03 6 3.87 1 4.26 11 3.67 4 4.09 7 4.05 2 4.32
Netherlands 2012 5 4.02 8 3.85 3 4.15 3 3.86 7 4.05 2 4.12 12 4.15
Denmark 2012 6 4.02 4 3.93 10 4.07 8 3.7 2 4.14 4 4.1 7 4.21
Belgium 2012 7 3.98 7 3.85 8 4.12 6 3.73 8 3.98 8 4.05 9 4.2
Japan 2012 8 3.93 11 3.72 9 4.11 14 3.61 9 3.97 9 4.03 6 4.21
United States 2012 9 3.93 13 3.67 4 4.14 17 3.56 10 3.96 3 4.11 8 4.21
United Kingdom 2012 10 3.9 10 3.73 15 3.95 13 3.63 11 3.93 10 4 10 4.19
Austria 2012 11 3.89 9 3.77 11 4.05 7 3.71 3 4.1 11 3.97 31 3.79
France 2012 12 3.85 14 3.64 14 3.96 5 3.73 14 3.82 12 3.97 23 4.02
Sweden 2012 13 3.85 12 3.68 5 4.13 29 3.39 12 3.9 17 3.82 5 4.26
Canada 2012 14 3.85 17 3.58 12 3.99 18 3.55 13 3.85 14 3.86 3 4.31
Luxembourg 2012 15 3.82 18 3.54 20 3.79 9 3.7 15 3.82 13 3.91 11 4.19
Switzerland 2012 16 3.8 5 3.88 13 3.98 24 3.46 18 3.71 15 3.83 24 4.01
United Arab Emirates 2012 17 3.78 15 3.61 17 3.84 15 3.59 17 3.74 18 3.81 13 4.1
Australia 2012 18 3.73 16 3.6 18 3.83 28 3.4 16 3.75 19 3.79 17 4.05
Taiwan 2012 19 3.71 22 3.42 21 3.77 16 3.58 20 3.68 21 3.72 14 4.1
Spain 2012 20 3.7 25 3.4 24 3.74 10 3.68 19 3.69 23 3.67 22 4.02
Korea, Rep. 2012 21 3.7 23 3.42 22 3.74 12 3.67 22 3.65 22 3.68 21 4.02
Norway 2012 22 3.68 21 3.46 16 3.86 21 3.49 23 3.57 24 3.67 16 4.09
South Africa 2012 23 3.67 26 3.35 19 3.79 20 3.5 24 3.56 16 3.83 20 4.03
Italy 2012 24 3.67 27 3.34 23 3.74 19 3.53 21 3.65 20 3.73 18 4.05
Ireland 2012 25 3.52 24 3.4 31 3.35 27 3.4 25 3.54 25 3.65 33 3.77
China 2012 26 3.52 30 3.25 26 3.61 23 3.46 28 3.47 31 3.52 30 3.8
Turkiye 2012 27 3.51 32 3.16 25 3.62 30 3.38 26 3.52 29 3.54 27 3.87
Portugal 2012 28 3.5 31 3.19 28 3.42 25 3.43 27 3.48 26 3.6 26 3.88
Malaysia 2012 29 3.49 29 3.28 27 3.43 26 3.4 30 3.45 28 3.54 28 3.86
Poland 2012 30 3.43 28 3.3 42 3.1 22 3.47 32 3.3 37 3.32 19 4.04
New Zealand 2012 31 3.42 20 3.47 29 3.42 33 3.27 34 3.25 27 3.58 48 3.55
Iceland 2012 32 3.39 19 3.53 30 3.39 47 3.01 29 3.47 35 3.39 40 3.62
Qatar 2012 33 3.32 34 3.12 34 3.23 64 2.88 35 3.25 32 3.5 25 4
Slovenia 2012 34 3.29 38 3.05 33 3.24 31 3.34 33 3.25 44 3.2 43 3.6
Cyprus 2012 35 3.24 39 3.02 38 3.17 36 3.21 37 3.17 36 3.36 51 3.54
Bulgaria 2012 36 3.21 41 2.97 36 3.2 34 3.25 42 3.1 48 3.16 47 3.56
Saudi Arabia 2012 37 3.18 51 2.79 35 3.22 42 3.1 47 2.99 42 3.21 34 3.76
Thailand 2012 38 3.18 42 2.96 44 3.08 35 3.21 49 2.98 45 3.18 39 3.63
Chile 2012 39 3.17 35 3.11 37 3.18 44 3.06 46 3 41 3.22 54 3.47
Hungary 2012 40 3.17 47 2.82 40 3.14 52 2.99 36 3.18 30 3.52 61 3.41
Tunisia 2012 41 3.17 33 3.12 54 2.88 65 2.88 40 3.12 40 3.25 35 3.75
Croatia 2012 42 3.16 37 3.06 32 3.35 58 2.95 55 2.92 43 3.2 50 3.54
Malta 2012 43 3.16 49 2.81 41 3.1 37 3.17 45 3.01 56 3.05 32 3.79
Czech Republic 2012 44 3.14 43 2.95 50 2.96 45 3.01 31 3.34 46 3.17 63 3.4
Brazil 2012 45 3.13 78 2.51 46 3.07 41 3.12 41 3.12 33 3.42 49 3.55
India 2012 46 3.08 52 2.77 56 2.87 54 2.98 38 3.14 54 3.09 44 3.58
Mexico 2012 47 3.06 66 2.63 47 3.03 43 3.07 44 3.02 49 3.15 55 3.47
Bahrain 2012 48 3.05 60 2.67 43 3.08 72 2.83 53 2.94 34 3.42 60 3.42
Argentina 2012 49 3.05 83 2.45 52 2.94 32 3.33 51 2.95 38 3.3 72 3.27
Morocco 2012 50 3.03 65 2.64 39 3.14 46 3.01 59 2.89 58 3.01 53 3.51
Slovak Republic 2012 51 3.03 45 2.88 48 2.99 71 2.84 43 3.07 68 2.84 46 3.57
Philippines 2012 52 3.02 67 2.62 62 2.8 56 2.97 39 3.14 39 3.3 69 3.3
Vietnam 2012 53 3 63 2.65 72 2.68 39 3.14 82 2.68 47 3.16 38 3.64
Romania 2012 54 3 61 2.65 87 2.51 53 2.99 64 2.83 53 3.1 29 3.82
Bosnia and Herzegovina 2012 55 2.99 62 2.65 57 2.86 49 3 54 2.93 71 2.81 41 3.61
Uruguay 2012 56 2.98 40 2.99 55 2.87 60 2.91 48 2.98 61 2.98 81 3.16
Egypt, Arab Rep. 2012 57 2.98 69 2.6 45 3.07 51 3 50 2.95 66 2.86 64 3.39
Lithuania 2012 58 2.95 55 2.73 82 2.58 55 2.97 57 2.91 83 2.73 37 3.7
Indonesia 2012 59 2.94 75 2.53 85 2.54 57 2.97 62 2.85 52 3.12 42 3.61
Peru 2012 60 2.94 58 2.68 67 2.73 66 2.87 56 2.91 60 2.99 62 3.4
Panama 2012 61 2.93 74 2.56 51 2.94 79 2.76 63 2.84 57 3.01 56 3.47
Oman 2012 62 2.89 36 3.1 49 2.96 77 2.78 77 2.73 94 2.59 80 3.17
Yemen, Rep. 2012 63 2.89 110 2.29 74 2.62 38 3.14 69 2.79 51 3.12 70 3.29
Colombia 2012 64 2.87 64 2.65 68 2.72 78 2.76 52 2.95 85 2.66 57 3.45
Estonia 2012 65 2.86 79 2.51 63 2.79 74 2.82 65 2.82 59 3 75 3.23
Ukraine 2012 66 2.85 88 2.41 70 2.69 83 2.72 61 2.85 50 3.15 68 3.31
Benin 2012 67 2.85 70 2.59 83 2.57 119 2.44 58 2.9 65 2.87 36 3.74
Botswana 2012 68 2.84 48 2.82 60 2.82 111 2.53 75 2.74 81 2.73 58 3.43
Greece 2012 69 2.83 94 2.38 53 2.88 87 2.69 73 2.76 63 2.98 67 3.32
Kuwait 2012 70 2.83 53 2.73 61 2.82 90 2.68 84 2.68 62 2.98 87 3.11
Pakistan 2012 71 2.83 46 2.85 71 2.69 68 2.86 72 2.77 90 2.61 83 3.14
Mauritius 2012 72 2.82 72 2.58 59 2.83 113 2.5 85 2.67 69 2.83 52 3.52
Malawi 2012 73 2.81 77 2.51 64 2.78 48 3.01 60 2.85 102 2.56 88 3.09
Guatemala 2012 74 2.8 68 2.62 81 2.59 75 2.82 71 2.78 73 2.8 77 3.19
Serbia 2012 75 2.8 92 2.39 75 2.62 80 2.76 66 2.8 55 3.07 82 3.14
Latvia 2012 76 2.78 56 2.71 86 2.52 84 2.72 93 2.64 64 2.97 90 3.08
Georgia 2012 77 2.77 44 2.9 58 2.85 91 2.68 70 2.78 93 2.59 115 2.86
Albania 2012 78 2.77 86 2.43 99 2.43 70 2.84 91 2.65 88 2.65 45 3.58
Ecuador 2012 79 2.76 98 2.36 76 2.62 67 2.86 90 2.65 96 2.58 59 3.42
Bahamas, The 2012 80 2.75 57 2.69 66 2.77 81 2.72 80 2.69 87 2.65 98 2.99
Sri Lanka 2012 81 2.75 71 2.58 89 2.5 50 3 68 2.8 86 2.65 110 2.9
Costa Rica 2012 82 2.75 80 2.47 80 2.6 69 2.85 101 2.53 72 2.81 78 3.19
Cote d'Ivoire 2012 83 2.73 107 2.31 114 2.31 62 2.9 78 2.73 84 2.69 65 3.36
Madagascar 2012 84 2.72 50 2.8 108 2.4 124 2.4 67 2.8 74 2.8 84 3.13
Dominican Republic 2012 85 2.7 76 2.53 77 2.61 73 2.83 76 2.74 110 2.49 100 2.97
Kazakhstan 2012 86 2.69 73 2.58 79 2.6 92 2.67 74 2.75 70 2.83 132 2.73
Niger 2012 87 2.69 59 2.67 96 2.45 61 2.91 105 2.49 109 2.49 91 3.07
Tanzania 2012 88 2.65 130 2.17 105 2.41 59 2.91 94 2.64 77 2.77 99 2.97
Namibia 2012 89 2.65 54 2.73 69 2.72 114 2.49 88 2.65 67 2.85 144 2.52
Bolivia 2012 90 2.61 89 2.4 109 2.39 104 2.6 97 2.58 82 2.73 103 2.95
Belarus 2012 91 2.61 121 2.24 65 2.78 107 2.58 89 2.65 98 2.58 114 2.87
Syrian Arab Republic 2012 92 2.6 104 2.33 84 2.54 100 2.62 107 2.48 125 2.35 73 3.26
El Salvador 2012 93 2.6 114 2.28 95 2.46 108 2.57 95 2.6 92 2.6 89 3.08
Guinea-Bissau 2012 94 2.6 90 2.39 73 2.68 103 2.61 98 2.58 97 2.58 128 2.74
Russian Federation 2012 95 2.58 138 2.04 97 2.45 106 2.59 92 2.65 79 2.76 94 3.02
Lebanon 2012 96 2.58 124 2.21 102 2.41 85 2.71 119 2.38 91 2.61 86 3.11
Togo 2012 97 2.58 112 2.29 94 2.46 40 3.13 124 2.29 115 2.46 123 2.77
C.A.R. 2012 98 2.57 82 2.45 134 2.09 132 2.33 79 2.7 113 2.48 66 3.33
North Macedonia 2012 99 2.56 120 2.24 78 2.6 95 2.66 86 2.66 120 2.41 120 2.79
Armenia 2012 100 2.56 116 2.27 110 2.38 96 2.65 115 2.4 99 2.57 92 3.07
Cambodia 2012 101 2.56 108 2.3 128 2.2 101 2.61 103 2.5 78 2.77 104 2.95
Jordan 2012 102 2.56 115 2.27 91 2.48 63 2.88 137 2.17 104 2.55 106 2.92
Zimbabwe 2012 103 2.55 105 2.31 127 2.2 93 2.67 127 2.27 107 2.5 71 3.27
Maldives 2012 104 2.55 119 2.24 93 2.47 117 2.47 81 2.68 118 2.43 102 2.96
Honduras 2012 105 2.53 91 2.39 111 2.35 86 2.7 109 2.44 126 2.35 108 2.9
Cameroon 2012 106 2.53 96 2.37 121 2.24 128 2.37 114 2.41 103 2.55 76 3.19
Bhutan 2012 107 2.52 109 2.29 117 2.29 102 2.61 111 2.42 101 2.56 111 2.9
Ghana 2012 108 2.51 103 2.33 136 2.05 76 2.81 83 2.68 133 2.31 125 2.76
Lao PDR 2012 109 2.5 93 2.38 106 2.4 123 2.4 104 2.49 111 2.49 118 2.82
Senegal 2012 110 2.49 81 2.46 115 2.31 82 2.72 99 2.55 145 2.1 130 2.74
Venezuela, RB 2012 111 2.49 134 2.1 129 2.17 109 2.54 123 2.33 100 2.57 79 3.18
Iran, Islamic Rep. 2012 112 2.49 126 2.19 100 2.42 115 2.49 87 2.66 108 2.49 138 2.66
Paraguay 2012 113 2.48 97 2.36 103 2.41 137 2.31 106 2.49 95 2.59 127 2.74
São Tomé and Príncipe 2012 114 2.48 100 2.33 122 2.24 136 2.33 113 2.42 76 2.78 121 2.78
Guinea 2012 115 2.48 87 2.42 112 2.34 94 2.67 96 2.59 131 2.33 147 2.5
Azerbaijan 2012 116 2.48 147 1.92 101 2.42 120 2.43 143 2.14 80 2.75 74 3.23
Uzbekistan 2012 117 2.46 118 2.25 120 2.25 127 2.38 117 2.39 105 2.53 101 2.96
Gambia, The 2012 118 2.46 111 2.29 147 1.9 98 2.63 100 2.55 75 2.8 142 2.55
Liberia 2012 119 2.45 140 2 104 2.41 110 2.54 108 2.46 119 2.42 117 2.84
Montenegro 2012 120 2.45 106 2.31 116 2.3 141 2.22 120 2.35 89 2.62 112 2.89
Nigeria 2012 121 2.45 146 1.97 118 2.27 105 2.6 102 2.52 128 2.35 105 2.92
Kenya 2012 122 2.43 136 2.08 130 2.16 88 2.69 118 2.38 130 2.34 113 2.88
Fiji 2012 123 2.42 137 2.07 123 2.22 122 2.41 136 2.18 112 2.48 85 3.12
Jamaica 2012 124 2.42 123 2.22 119 2.27 121 2.43 132 2.21 117 2.43 107 2.91
Algeria 2012 125 2.41 117 2.26 139 2.02 89 2.68 145 2.13 114 2.46 116 2.85
Solomon Islands 2012 126 2.41 95 2.37 137 2.03 118 2.44 144 2.14 122 2.39 93 3.04
Mauritania 2012 127 2.4 102 2.33 113 2.34 112 2.52 125 2.28 135 2.28 139 2.6
Papua New Guinea 2012 128 2.38 145 1.98 126 2.2 131 2.34 135 2.18 106 2.51 95 3.01
Myanmar 2012 129 2.37 122 2.24 133 2.1 116 2.47 110 2.42 129 2.34 140 2.59
Kyrgyz Republic 2012 130 2.35 84 2.45 90 2.49 147 2 129 2.25 132 2.31 135 2.69
Gabon 2012 131 2.34 142 2 143 2 125 2.4 116 2.4 137 2.2 96 3
Moldova 2012 132 2.33 129 2.17 98 2.44 145 2.08 142 2.15 116 2.44 126 2.74
Guyana 2012 133 2.33 113 2.29 131 2.15 129 2.35 122 2.33 140 2.14 136 2.67
Burkina Faso 2012 134 2.32 132 2.12 107 2.4 133 2.33 126 2.28 142 2.13 137 2.67
Afghanistan 2012 135 2.3 99 2.33 141 2 134 2.33 139 2.16 146 2.1 119 2.8
Tajikistan 2012 136 2.28 85 2.43 138 2.03 135 2.33 130 2.22 143 2.13 146 2.51
Libya 2012 137 2.28 135 2.08 152 1.75 99 2.62 128 2.25 123 2.38 145 2.51
Angola 2012 138 2.28 101 2.33 92 2.48 139 2.26 149 2 147 2 141 2.59
Rwanda 2012 139 2.27 127 2.19 148 1.88 138 2.27 147 2.06 121 2.39 124 2.76
Mongolia 2012 140 2.25 144 1.98 125 2.22 142 2.13 152 1.88 134 2.29 97 2.99
Ethiopia 2012 141 2.24 139 2.03 124 2.22 130 2.35 140 2.16 144 2.1 143 2.54
Lesotho 2012 142 2.24 143 2 132 2.12 143 2.12 112 2.42 148 1.99 131 2.73
Congo, Dem. Rep. 2012 143 2.21 133 2.1 144 1.96 140 2.23 138 2.17 124 2.35 149 2.38
Cuba 2012 144 2.2 128 2.18 135 2.08 144 2.12 131 2.21 136 2.26 152 2.31
Iraq 2012 145 2.16 152 1.75 146 1.92 126 2.38 134 2.19 151 1.86 122 2.77
Comoros 2012 146 2.14 141 2 145 1.94 153 1.81 133 2.2 138 2.2 134 2.7
Eritrea 2012 147 2.11 151 1.78 150 1.83 97 2.63 148 2.03 152 1.83 148 2.43
Sudan 2012 148 2.1 131 2.14 140 2.01 150 1.93 121 2.33 150 1.89 151 2.31
Congo, Rep. 2012 149 2.08 149 1.8 155 1.27 149 1.94 141 2.15 127 2.35 109 2.9
Sierra Leone 2012 150 2.08 153 1.73 88 2.5 152 1.85 151 1.98 141 2.14 150 2.35
Nepal 2012 151 2.04 125 2.2 149 1.87 151 1.86 146 2.12 149 1.95 153 2.21
Chad 2012 152 2.03 148 1.86 142 2 146 2 150 2 155 1.57 133 2.71
Haiti 2012 153 2.03 150 1.78 151 1.78 148 1.94 154 1.74 139 2.15 129 2.74
Djibouti 2012 154 1.8 154 1.72 154 1.51 154 1.77 153 1.84 153 1.73 154 2.19
Burundi 2012 155 1.61 155 1.67 153 1.68 155 1.57 155 1.43 154 1.67 155 1.67
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