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Logistics Performance Index

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This map shows 2010 Logistics Performance Index (LPI). The LPI is a 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 index ranges from 1 to 5, with a higher score representing better performance.

What is the Logistics Performance Index?

Based on a worldwide survey of global freight forwarders and express carriers, the Logistics Performance Index is an interactive benchmarking tool developed by the World Bank that measures performance along the logistics supply chain within a country. Allowing for comparisons across 155 countries, the index can help countries identify challenges and opportunities and improve their logistics performance. The World Bank conducts the survey every two years.

How is the Logistics Performance Index calculated?

The Logistics Performance Index (LPI) summarizes the performance of countries in six areas that capture the most important aspects of the current logistics environment:

Efficiency of the customs clearance process.
Quality of trade and transport-related infrastructure.
Ease of arranging competitively priced shipments.
Competence and quality of logistics services.
Ability to track and trace consignments.
Frequency with which shipments reach the consignee within the scheduled or expected time.

Data are from LPI surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets are chosen based on the most important export and import markets of the respondent's country, random selection, and, for landlocked countries, neighboring countries that connect them with international markets. Scores for the six areas are averaged across all respondents and aggregated to a single score using principal components analysis.

For more information about the survey methodology and index construction methodology please follow reference link below.

Last updated: 14 years ago

Category: Economic

Country name	LPI Rank	LPI Score	% of highest performer	Customs Score	Infrastructure Score	International shipments Score	Logistics quality and competence Score	Tracking and tracing Score	Timeliness Score

Germany	1	4.11	100	4	4.34	3.66	4.14	4.18	4.48
Singapore	2	4.09	99.2	4.02	4.22	3.86	4.12	4.15	4.23
Sweden	3	4.08	98.8	3.88	4.03	3.83	4.22	4.22	4.32
Netherlands	4	4.07	98.5	3.98	4.25	3.61	4.15	4.12	4.41
Luxembourg	5	3.98	95.7	4.04	4.06	3.67	3.67	3.92	4.58
Switzerland	6	3.97	95.5	3.73	4.17	3.32	4.32	4.27	4.2
Japan	7	3.97	95.2	3.79	4.19	3.55	4	4.13	4.26
United Kingdom	8	3.95	94.9	3.74	3.95	3.66	3.92	4.13	4.37
Belgium	9	3.94	94.5	3.83	4.01	3.31	4.13	4.22	4.29
Norway	10	3.93	94.2	3.86	4.22	3.35	3.85	4.1	4.35
Ireland	11	3.89	92.9	3.6	3.76	3.7	3.82	4.02	4.47
Finland	12	3.89	92.6	3.86	4.08	3.41	3.92	4.09	4.08
Hong Kong SAR, China	13	3.88	92.4	3.83	4	3.67	3.83	3.94	4.04
Canada	14	3.87	92.3	3.71	4.03	3.24	3.99	4.01	4.41
United States	15	3.86	91.7	3.68	4.15	3.21	3.92	4.17	4.19
Denmark	16	3.85	91.4	3.58	3.99	3.46	3.83	3.94	4.38
France	17	3.84	91.3	3.63	4	3.3	3.87	4.01	4.37
Australia	18	3.84	91.2	3.68	3.78	3.78	3.77	3.87	4.16
Austria	19	3.76	88.7	3.49	3.68	3.78	3.7	3.83	4.08
Taiwan, China	20	3.71	86.9	3.35	3.62	3.64	3.65	4.04	3.95
New Zealand	21	3.65	85	3.64	3.54	3.36	3.54	3.67	4.17
Italy	22	3.64	84.9	3.38	3.72	3.21	3.74	3.83	4.08
Korea, Rep.	23	3.64	84.7	3.33	3.62	3.47	3.64	3.83	3.97
United Arab Emirates	24	3.63	84.5	3.49	3.81	3.48	3.53	3.58	3.94
Spain	25	3.63	84.3	3.47	3.58	3.11	3.62	3.96	4.12
Czech Republic	26	3.51	80.5	3.31	3.25	3.42	3.27	3.6	4.16
China	27	3.49	79.9	3.16	3.54	3.31	3.49	3.55	3.91
South Africa	28	3.46	78.9	3.22	3.42	3.26	3.59	3.73	3.57
Malaysia	29	3.44	78.4	3.11	3.5	3.5	3.34	3.32	3.86
Poland	30	3.44	78.2	3.12	2.98	3.22	3.26	3.45	4.52
Israel	31	3.41	77.5	3.12	3.6	3.17	3.5	3.39	3.77
Bahrain	32	3.37	76.2	3.05	3.36	3.05	3.36	3.63	3.85
Lebanon	33	3.34	75.1	3.27	3.05	2.87	3.73	3.16	3.97
Portugal	34	3.34	75	3.31	3.17	3.02	3.31	3.38	3.84
Thailand	35	3.29	73.6	3.02	3.16	3.27	3.16	3.41	3.73
Kuwait	36	3.28	73.2	3.03	3.33	3.12	3.11	3.44	3.7
Latvia	37	3.25	72.2	2.94	2.88	3.38	2.96	3.55	3.72
Slovak Republic	38	3.24	71.9	2.79	3	3.05	3.15	3.54	3.92
Turkey	39	3.22	71.4	2.82	3.08	3.15	3.23	3.09	3.94
Saudi Arabia	40	3.22	71.3	2.91	3.27	2.8	3.33	3.32	3.78
Brazil	41	3.2	70.6	2.37	3.1	2.91	3.3	3.42	4.14
Iceland	42	3.2	70.5	3.22	3.33	3.1	3.14	3.14	3.27
Estonia	43	3.16	69.3	3.14	2.75	3.17	3.17	2.95	3.68
Philippines	44	3.14	68.8	2.67	2.57	3.4	2.95	3.29	3.83
Lithuania	45	3.13	68.5	2.79	2.72	3.19	2.85	3.27	3.92
Cyprus	46	3.13	68.4	2.92	2.94	3.13	2.82	3.51	3.44
India	47	3.12	67.9	2.7	2.91	3.13	3.16	3.14	3.61
Argentina	48	3.1	67.4	2.63	2.75	3.15	3.03	3.15	3.82
Chile	49	3.09	67.3	2.93	2.86	2.74	2.94	3.33	3.8
Mexico	50	3.05	65.7	2.55	2.95	2.83	3.04	3.28	3.66
Panama	51	3.02	65	2.76	2.63	2.87	2.83	3.26	3.76
Hungary	52	2.99	63.8	2.83	3.08	2.78	2.87	2.87	3.52
Vietnam	53	2.96	100	2.68	2.56	3.04	2.89	3.1	3.44
Greece	54	2.96	99.2	2.48	2.94	2.85	2.69	3.31	3.49
Qatar	55	2.95	98.8	2.25	2.75	2.92	2.57	3.09	4.09
Costa Rica	56	2.91	98.5	2.61	2.56	2.64	2.8	3.13	3.71
Slovenia	57	2.87	95.7	2.59	2.65	2.84	2.9	3.16	3.1
Senegal	58	2.86	63.1	2.45	2.64	2.75	2.73	3.08	3.52
Romania	59	2.84	62.8	2.36	2.25	3.24	2.68	2.9	3.45
Oman	60	2.84	62.6	3.38	3.06	2.31	2.37	2.04	3.94
Tunisia	61	2.84	61.3	2.43	2.56	3.36	2.36	2.56	3.57
Kazakhstan	62	2.83	60.2	2.38	2.66	3.29	2.6	2.7	3.25
Bulgaria	63	2.83	59.8	2.5	2.3	3.07	2.85	2.96	3.18
Malta	64	2.82	59.1	2.65	2.89	2.91	2.89	2.56	3.02
Dominican Republic	65	2.82	59.1	2.51	2.34	2.59	2.42	3.17	3.85
Uganda	66	2.82	58.9	2.84	2.35	3.02	2.59	2.45	3.52
Peru	67	2.8	58.9	2.5	2.66	2.75	2.61	2.89	3.38
Uzbekistan	68	2.79	58.8	2.2	2.54	2.79	2.5	2.96	3.72
Benin	69	2.79	58.6	2.38	2.48	2.65	2.64	3.07	3.49
Honduras	70	2.78	58.5	2.39	2.31	2.67	2.57	2.83	3.83
Ecuador	71	2.77	58.4	2.32	2.38	2.86	2.6	2.84	3.55
Colombia	72	2.77	57.9	2.5	2.59	2.54	2.75	2.75	3.52
Macedonia, FYR	73	2.77	57.5	2.55	2.55	2.83	2.76	2.82	3.1
Croatia	74	2.77	57.4	2.62	2.36	2.97	2.53	2.82	3.22
Indonesia	75	2.76	57.1	2.43	2.54	2.82	2.47	2.77	3.46
Paraguay	76	2.75	57	2.37	2.44	2.87	2.59	2.72	3.46
Uruguay	77	2.75	57	2.71	2.58	2.77	2.59	2.78	3.06
Bahamas, The	78	2.75	56.9	2.38	2.4	2.69	2.69	2.81	3.46
Bangladesh	79	2.74	56.8	2.33	2.49	2.99	2.44	2.64	3.46
Syrian Arab Republic	80	2.74	56.5	2.37	2.45	2.87	2.59	2.63	3.45
Jordan	81	2.74	56.3	2.31	2.69	3.11	2.49	2.33	3.39
Mauritius	82	2.72	56.3	2.71	2.29	3.24	2.43	2.57	2.91
Serbia	83	2.69	56.1	2.19	2.3	3.41	2.55	2.67	2.8
Venezuela, RB	84	2.68	56	2.06	2.44	3.05	2.53	2.84	3.05
Congo, Dem. Rep.	85	2.68	55.9	2.6	2.27	2.56	2.93	2.43	3.2
El Salvador	86	2.67	55.8	2.48	2.44	2.18	2.66	2.68	3.63
Bosnia and Herzegovina	87	2.66	55.3	2.33	2.22	3.1	2.3	2.68	3.18
Madagascar	88	2.66	54.1	2.35	2.63	3.06	2.4	2.51	2.9
Azerbaijan	89	2.64	53.9	2.14	2.23	3.05	2.48	2.65	3.15
Guatemala	90	2.63	53.8	2.33	2.37	2.16	2.74	2.71	3.52
Kyrgyz Republic	91	2.62	53.7	2.44	2.09	3.18	2.37	2.33	3.1
Egypt, Arab Rep.	92	2.61	53.4	2.11	2.22	2.56	2.87	2.56	3.31
Georgia	93	2.61	53.2	2.37	2.17	2.73	2.57	2.67	3.08
Russian Federation	94	2.61	52.6	2.15	2.38	2.72	2.51	2.6	3.23
Tanzania	95	2.6	52.4	2.42	2	2.78	2.38	2.56	3.33
Togo	96	2.6	52	2.4	1.82	2.42	2.45	3.42	3.02
Guinea	97	2.6	51.8	2.34	2.1	2.43	2.68	2.89	3.1
Haiti	98	2.59	51.8	2.12	2.17	3.17	2.46	2.43	3.02
Kenya	99	2.59	51.6	2.23	2.14	2.84	2.28	2.89	3.06
Nigeria	100	2.59	51.4	2.17	2.43	2.84	2.45	2.45	3.1
Yemen, Rep.	101	2.58	51.4	2.46	2.35	2.24	2.35	2.63	3.48
Ukraine	102	2.57	51.2	2.02	2.44	2.79	2.59	2.49	3.06
Iran, Islamic Rep.	103	2.57	51.1	2.22	2.36	2.44	2.65	2.5	3.26
Moldova	104	2.57	51	2.11	2.05	2.83	2.17	3	3.17
Cameroon	105	2.55	49.7	2.11	2.1	2.69	2.53	2.6	3.16
Niger	106	2.54	49.4	2.06	2.28	2.66	2.42	2.45	3.28
Nicaragua	107	2.54	49.3	2.24	2.23	2.63	2.31	2.51	3.21
Jamaica	108	2.53	49.2	2	2.07	2.82	2.32	3.07	2.82
Côte d’Ivoire	109	2.53	49.2	2.16	2.37	2.44	2.57	2.95	2.73
Pakistan	110	2.53	49.1	2.05	2.08	2.91	2.28	2.64	3.08
Armenia	111	2.52	48.9	2.1	2.32	2.43	2.59	2.26	3.4
Bolivia	112	2.51	48.5	2.26	2.24	2.53	2.38	2.38	3.2
Gambia, The	113	2.49	48	2.38	2.17	2.54	2.37	2.27	3.15
Turkmenistan	114	2.49	47.9	2.14	2.24	2.31	2.34	2.38	3.51
Chad	115	2.49	47.9	2.27	2	2.75	2.04	2.62	3.14
Congo, Rep.	116	2.48	47.4	2.02	1.62	2.33	2.42	2.33	4
Ghana	117	2.47	47.3	2.35	2.52	2.38	2.42	2.51	2.67
Lao PDR	118	2.46	47	2.17	1.95	2.7	2.14	2.45	3.23
Albania	119	2.46	46.8	2.07	2.14	2.64	2.39	2.39	3.01
Comoros	120	2.45	46.5	1.96	1.76	2.56	2.26	2.79	3.23
Montenegro	121	2.43	45.9	2.17	2.45	2.54	2.32	2.44	2.65
Gabon	122	2.41	45.4	2.23	2.09	2.29	2.31	2.67	2.87
Ethiopia	123	2.41	45.4	2.13	1.77	2.76	2.14	2.89	2.65
Papua New Guinea	124	2.41	45.3	2.02	1.91	2.55	2.2	2.43	3.24
Maldives	125	2.4	45.1	2.25	2.16	2.42	2.29	2.42	2.83
Djibouti	126	2.39	44.8	2.25	2.33	2.5	2.17	2.42	2.67
Liberia	127	2.38	44.4	2.28	2	2.33	2.16	2.38	3.08
Bhutan	128	2.38	44.3	2.14	1.83	2.44	2.24	2.54	2.99
Cambodia	129	2.37	44	2.28	2.12	2.19	2.29	2.5	2.84
Algeria	130	2.36	43.7	1.97	2.06	2.7	2.24	2.26	2.81
Tajikistan	131	2.35	43.2	1.9	2	2.42	2.25	2.25	3.16
Libya	132	2.33	42.8	2.15	2.18	2.28	2.28	2.08	2.98
Myanmar	133	2.33	42.7	1.94	1.92	2.37	2.01	2.36	3.29
Botswana	134	2.32	42.3	2.09	2.09	1.91	2.29	2.59	2.99
Solomon Islands	135	2.31	42	2.08	2.23	2.18	2.27	2.03	3.05
Mozambique	136	2.29	41.5	1.95	2.04	2.77	2.2	2.28	2.4
Sri Lanka	137	2.29	41.4	1.96	1.88	2.48	2.09	2.23	2.98
Zambia	138	2.28	41.2	2.17	1.83	2.41	2.01	2.35	2.85
Mali	139	2.27	40.7	2.08	2	2.17	2.13	2.31	2.9
Guyana	140	2.27	40.7	2.02	1.99	2.31	2.25	2.28	2.7
Mongolia	141	2.25	40.2	1.81	1.94	2.46	2.24	2.42	2.55
Angola	142	2.25	40.1	1.75	1.69	2.38	2.02	2.54	3.01
Afghanistan	143	2.24	39.9	2.22	1.87	2.24	2.09	2.37	2.61
Fiji	144	2.24	39.7	1.95	1.98	2.48	2.11	1.96	2.82
Burkina Faso	145	2.23	39.4	2.22	1.89	1.73	2.02	2.77	2.77
Sudan	146	2.21	38.7	2.02	1.78	2.11	2.15	2.02	3.09
Nepal	147	2.2	38.6	2.07	1.8	2.21	2.07	2.26	2.74
Iraq	148	2.11	35.5	2.07	1.73	2.2	2.1	1.96	2.49
Guinea-Bissau	149	2.1	35.4	1.89	1.56	2.75	1.56	1.71	2.91
Cuba	150	2.07	34.3	1.79	1.9	2.32	1.88	2.03	2.41
Rwanda	151	2.04	33.4	1.63	1.63	2.88	1.85	1.99	2.05
Namibia	152	2.02	32.8	1.68	1.71	2.2	2.04	2.04	2.38
Sierra Leone	153	1.97	31.2	2.17	1.61	2.33	1.53	1.73	2.33
Eritrea	154	1.7	22.4	1.5	1.35	1.63	1.88	1.55	2.21
Somalia	155	1.34	10.9	1.33	1.5	1.33	1.33	1.17	1.38
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Logistics Performance Index

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