AGGREGATED LPI 2012-2018

The Aggregated LPI was published in 2016 and 2018. It combined the four most recent LPI editions. For the 2018 Aggregated LPI, 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 2018. 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). The Aggregated LPI is available until 2018 due to the time gap between the 2018 and 2023 edition.

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Weighted Aggregate LPI 2012-2018

Data Table

(Toggle Rank and Score for Subindicators)

Country	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	1	4.19	1	4.09	1	4.38	4	3.83	1	4.26	1	4.22	1	4.4
Netherlands	2	4.07	3	3.97	2	4.23	6	3.76	2	4.12	7	4.08	6	4.3
Sweden	3	4.07	4	3.95	3	4.22	2	3.88	5	4.04	11	4.02	4	4.32
Belgium	4	4.05	13	3.74	10	4.03	1	3.97	3	4.1	4	4.11	2	4.4
Singapore	5	4.05	2	4	5	4.14	8	3.72	4	4.08	8	4.05	3	4.34
United Kingdom	6	4.01	8	3.85	7	4.09	10	3.69	7	4.04	5	4.1	5	4.32
Japan	7	3.99	5	3.91	4	4.19	14	3.61	8	4.03	9	4.03	9	4.24
Austria	8	3.99	14	3.71	8	4.07	5	3.78	6	4.04	2	4.13	11	4.22
Hong Kong, China	9	3.96	9	3.85	11	4.02	3	3.85	10	3.94	13	3.95	13	4.18
United States	10	3.92	11	3.76	6	4.1	23	3.54	11	3.93	3	4.13	16	4.14
Denmark	11	3.92	7	3.88	17	3.89	16	3.59	9	3.98	14	3.94	8	4.26
Finland	12	3.92	6	3.89	14	3.95	21	3.56	14	3.88	6	4.1	15	4.17
Switzerland	13	3.91	12	3.75	9	4.07	20	3.57	12	3.92	10	4.02	12	4.2
United Arab Emirates	14	3.89	17	3.66	13	3.98	7	3.76	16	3.83	16	3.89	10	4.23
France	15	3.86	18	3.63	12	4	15	3.6	17	3.82	12	3.99	14	4.17
Luxembourg	16	3.84	16	3.67	18	3.84	11	3.68	15	3.83	22	3.78	7	4.27
Canada	17	3.81	15	3.7	16	3.91	28	3.45	13	3.9	15	3.91	21	4.03
Spain	18	3.78	21	3.57	22	3.79	9	3.72	18	3.78	21	3.78	19	4.04
Australia	19	3.77	10	3.76	15	3.92	31	3.4	19	3.76	19	3.83	22	4
Norway	20	3.74	19	3.62	19	3.84	27	3.48	20	3.75	18	3.83	25	3.96
Italy	21	3.73	23	3.44	20	3.82	22	3.55	23	3.68	17	3.84	18	4.09
New Zealand	22	3.68	20	3.58	21	3.79	36	3.27	21	3.69	24	3.73	17	4.1
Korea, Rep.	23	3.65	24	3.43	23	3.75	29	3.43	26	3.63	23	3.75	24	3.96
Taiwan	24	3.65	25	3.42	25	3.67	24	3.54	24	3.68	27	3.67	27	3.93
Ireland	25	3.63	22	3.45	26	3.5	25	3.53	22	3.69	20	3.79	30	3.85
Czech Republic	26	3.62	26	3.34	29	3.38	12	3.65	25	3.65	26	3.68	23	3.98
China	27	3.6	30	3.28	24	3.73	18	3.57	27	3.58	28	3.63	29	3.86
Portugal	28	3.56	32	3.24	35	3.23	17	3.59	28	3.54	25	3.69	20	4.03
South Africa	29	3.51	29	3.29	28	3.39	26	3.53	33	3.42	30	3.56	31	3.85
Qatar	30	3.5	35	3.18	27	3.43	13	3.62	31	3.46	31	3.53	34	3.78
Poland	31	3.5	31	3.26	40	3.17	19	3.57	29	3.49	33	3.49	26	3.94
Hungary	32	3.41	36	3.18	32	3.31	35	3.29	36	3.27	29	3.61	32	3.82
Israel	33	3.39	27	3.32	31	3.33	61	2.93	32	3.44	32	3.5	28	3.89
Thailand	34	3.36	37	3.13	41	3.17	32	3.4	35	3.29	35	3.38	36	3.75
Malaysia	35	3.34	38	3.06	33	3.3	30	3.43	34	3.34	38	3.32	46	3.6
Estonia	36	3.3	28	3.3	43	3.13	41	3.19	42	3.15	46	3.2	33	3.8
Turkiye	37	3.29	47	2.94	30	3.36	40	3.19	37	3.23	36	3.37	39	3.68
Iceland	38	3.29	40	3.02	39	3.18	55	3	30	3.48	34	3.38	38	3.72
Slovenia	39	3.29	34	3.21	34	3.25	44	3.16	41	3.17	40	3.3	41	3.65
Chile	40	3.28	33	3.23	45	3.09	37	3.24	47	3.09	39	3.3	37	3.73
Panama	41	3.26	44	2.95	42	3.14	33	3.35	38	3.2	43	3.25	42	3.63
India	42	3.22	43	2.97	48	3.01	38	3.24	39	3.18	37	3.33	50	3.57
Lithuania	43	3.2	41	3.02	49	3	54	3.03	45	3.1	42	3.25	35	3.78
Greece	44	3.19	49	2.88	36	3.19	48	3.13	52	3.02	41	3.25	40	3.67
Vietnam	45	3.16	51	2.86	54	2.92	45	3.15	40	3.17	44	3.23	47	3.6
Oman	46	3.16	52	2.82	37	3.18	34	3.29	50	3.06	60	2.96	44	3.61
Slovak Republic	47	3.14	46	2.94	44	3.09	42	3.19	43	3.13	57	3.02	54	3.45
Croatia	48	3.12	42	3.01	47	3.02	56	2.99	44	3.1	55	3.08	51	3.51
Cyprus	49	3.1	39	3.04	53	2.94	53	3.04	58	2.93	59	2.98	43	3.62
Romania	50	3.1	58	2.73	58	2.86	46	3.15	53	3.01	48	3.19	45	3.61
Indonesia	51	3.08	62	2.69	61	2.81	51	3.08	48	3.07	45	3.23	49	3.59
Saudi Arabia	52	3.08	60	2.7	38	3.18	52	3.05	57	2.94	47	3.19	56	3.43
Mexico	53	3.08	54	2.78	56	2.9	50	3.09	49	3.06	51	3.14	52	3.49
Bahrain	54	3.06	50	2.88	57	2.89	49	3.09	51	3.03	50	3.16	66	3.31
Latvia	55	3.02	48	2.93	46	3.03	57	2.97	59	2.92	56	3.06	69	3.25
Brazil	56	3.02	85	2.52	51	2.99	65	2.89	46	3.1	49	3.17	53	3.47
Bulgaria	57	3	55	2.77	64	2.71	43	3.16	54	2.96	63	2.93	57	3.43
Botswana	58	2.96	45	2.95	59	2.85	73	2.82	75	2.71	77	2.81	48	3.6
Kuwait	59	2.96	57	2.75	50	3	62	2.91	63	2.81	66	2.88	59	3.39
Egypt, Arab Rep.	60	2.95	65	2.67	55	2.91	59	2.94	55	2.95	64	2.91	67	3.3
Malta	61	2.94	56	2.77	52	2.95	64	2.91	61	2.85	61	2.95	71	3.24
Argentina	62	2.93	90	2.49	60	2.81	63	2.91	62	2.82	52	3.13	58	3.41
Kenya	63	2.93	67	2.66	67	2.68	70	2.86	60	2.88	53	3.11	61	3.35
Philippines	64	2.91	70	2.62	71	2.67	39	3.2	64	2.8	58	3.01	83	3.11
Rwanda	65	2.9	64	2.68	76	2.6	47	3.14	69	2.77	73	2.83	64	3.31
Cote d'Ivoire	66	2.89	68	2.66	69	2.67	58	2.96	56	2.95	62	2.95	85	3.11
Tanzania	67	2.88	69	2.66	63	2.72	66	2.89	65	2.8	69	2.85	62	3.34
Serbia	68	2.83	82	2.53	78	2.59	67	2.89	68	2.78	68	2.86	63	3.32
Ukraine	69	2.83	95	2.46	105	2.38	81	2.77	70	2.76	54	3.08	55	3.45
Ecuador	70	2.82	63	2.69	74	2.62	72	2.82	77	2.7	67	2.87	75	3.22
Colombia	71	2.81	89	2.5	81	2.58	60	2.93	66	2.79	70	2.84	80	3.17
Uganda	72	2.79	53	2.78	96	2.45	74	2.82	78	2.7	86	2.69	68	3.27
Brunei	73	2.78	61	2.7	77	2.59	84	2.74	84	2.64	75	2.82	78	3.18
Peru	74	2.78	74	2.59	91	2.46	68	2.88	87	2.62	85	2.72	60	3.36
Uruguay	75	2.78	73	2.6	82	2.57	80	2.78	67	2.79	74	2.83	91	3.1
Jordan	76	2.78	87	2.51	65	2.7	86	2.74	83	2.67	79	2.79	70	3.24
Kazakhstan	77	2.77	78	2.57	79	2.59	87	2.73	89	2.6	78	2.81	65	3.31
Bosnia and Herzegovina	78	2.76	71	2.62	85	2.52	89	2.7	74	2.73	82	2.75	77	3.2
Costa Rica	79	2.74	88	2.5	97	2.45	77	2.79	81	2.67	65	2.88	92	3.09
Namibia	80	2.73	72	2.6	62	2.74	93	2.68	86	2.64	107	2.55	81	3.14
Iran, Islamic Rep.	81	2.71	96	2.46	70	2.67	94	2.68	72	2.76	95	2.63	95	3.07
Lebanon	82	2.71	98	2.45	75	2.61	82	2.77	103	2.52	72	2.83	98	3.05
Paraguay	83	2.7	80	2.53	87	2.5	101	2.66	76	2.7	105	2.56	73	3.23
Malawi	84	2.69	76	2.58	83	2.56	103	2.61	71	2.76	92	2.65	105	2.99
Russian Federation	85	2.69	131	2.25	73	2.64	105	2.59	73	2.74	88	2.67	74	3.23
Dominican Republic	86	2.68	102	2.43	102	2.39	83	2.77	93	2.59	71	2.84	99	3.03
Morocco	87	2.67	114	2.36	80	2.58	75	2.8	92	2.59	104	2.57	93	3.09
El Salvador	88	2.66	105	2.4	113	2.31	76	2.79	82	2.67	94	2.63	88	3.1
Cambodia	89	2.66	94	2.47	120	2.26	69	2.87	106	2.5	93	2.64	82	3.13
Bahamas, The	90	2.65	59	2.72	84	2.56	100	2.66	105	2.51	102	2.58	118	2.87
Mauritius	91	2.65	86	2.51	68	2.68	137	2.35	79	2.69	84	2.72	106	2.98
Sri Lanka	92	2.65	77	2.57	104	2.39	108	2.57	85	2.64	81	2.77	113	2.93
Benin	93	2.65	93	2.48	94	2.45	98	2.66	107	2.5	101	2.58	79	3.17
Montenegro	94	2.65	91	2.49	93	2.46	92	2.68	97	2.55	108	2.55	84	3.11
Pakistan	95	2.64	104	2.41	100	2.43	79	2.79	80	2.69	112	2.52	112	2.93
Burkina Faso	96	2.63	101	2.44	89	2.48	78	2.79	96	2.56	126	2.42	97	3.06
Maldives	97	2.63	97	2.46	72	2.64	104	2.59	115	2.42	103	2.57	96	3.07
Albania	98	2.62	118	2.33	123	2.24	85	2.74	95	2.56	111	2.52	72	3.24
North Macedonia	99	2.62	115	2.36	86	2.51	96	2.66	90	2.6	113	2.52	100	3.01
Bangladesh	100	2.6	120	2.33	109	2.36	99	2.66	94	2.56	89	2.67	108	2.97
Ghana	101	2.6	103	2.41	92	2.46	102	2.63	104	2.51	100	2.58	109	2.95
Mozambique	102	2.59	100	2.45	130	2.22	71	2.86	120	2.38	96	2.62	107	2.98
Nigeria	103	2.59	145	2.15	88	2.5	118	2.52	100	2.54	83	2.73	86	3.1
Tunisia	104	2.59	130	2.27	117	2.27	115	2.53	113	2.45	80	2.78	76	3.2
São Tomé and Príncipe	105	2.56	83	2.52	114	2.3	130	2.44	99	2.55	90	2.66	116	2.9
Honduras	106	2.56	123	2.3	112	2.32	97	2.66	91	2.6	97	2.61	121	2.85
Algeria	107	2.56	127	2.28	95	2.45	113	2.54	101	2.53	91	2.65	117	2.89
Nicaragua	108	2.56	84	2.52	99	2.44	111	2.54	98	2.55	115	2.49	129	2.77
Mali	109	2.55	136	2.22	116	2.28	95	2.66	117	2.4	76	2.81	119	2.87
Belarus	110	2.54	126	2.29	103	2.39	124	2.47	102	2.53	124	2.44	87	3.1
Jamaica	111	2.52	99	2.45	106	2.36	114	2.53	110	2.48	120	2.48	123	2.81
Solomon Islands	112	2.52	66	2.66	125	2.23	151	2.24	88	2.61	131	2.37	102	3
Moldova	113	2.52	122	2.31	131	2.21	90	2.69	123	2.36	133	2.36	90	3.1
Comoros	114	2.51	75	2.58	119	2.27	123	2.47	129	2.32	87	2.67	132	2.74
Guatemala	115	2.51	116	2.35	118	2.27	126	2.46	125	2.35	117	2.49	89	3.1
Armenia	116	2.51	107	2.39	101	2.39	110	2.55	112	2.45	128	2.38	122	2.84
Uzbekistan	117	2.5	147	2.13	98	2.44	134	2.38	109	2.49	110	2.54	101	3.01
Zambia	118	2.49	129	2.27	115	2.29	88	2.72	111	2.46	154	2.18	110	2.94
Togo	119	2.48	119	2.33	127	2.23	106	2.58	130	2.29	114	2.5	111	2.93
Lao PDR	120	2.48	111	2.37	128	2.23	116	2.52	114	2.45	119	2.48	130	2.77
Nepal	121	2.45	140	2.19	132	2.2	131	2.4	122	2.36	106	2.56	104	2.99
Guyana	122	2.45	92	2.48	134	2.17	138	2.35	121	2.36	109	2.55	127	2.79
Azerbaijan	123	2.45	81	2.53	66	2.69	109	2.56	153	2.14	153	2.18	146	2.62
Georgia	124	2.45	109	2.38	108	2.36	132	2.38	139	2.27	130	2.37	114	2.92
Cameroon	125	2.43	128	2.27	111	2.36	119	2.51	108	2.5	132	2.37	152	2.56
Djibouti	126	2.43	124	2.29	90	2.47	141	2.33	154	2.14	121	2.46	115	2.91
Trinidad and Tobago	127	2.41	106	2.4	107	2.36	127	2.46	134	2.28	142	2.27	139	2.65
Guinea-Bissau	128	2.4	138	2.21	160	1.94	117	2.52	131	2.29	98	2.6	124	2.8
Mongolia	129	2.4	132	2.25	142	2.12	128	2.45	145	2.23	149	2.21	94	3.07
Sudan	130	2.4	148	2.13	139	2.14	121	2.49	116	2.41	122	2.45	134	2.73
Ethiopia	131	2.4	79	2.54	140	2.13	112	2.54	119	2.39	145	2.24	158	2.49
Kyrgyz Republic	132	2.38	110	2.38	126	2.23	157	2.2	147	2.21	116	2.49	126	2.79
Congo, Rep.	133	2.38	151	2.07	141	2.12	107	2.58	142	2.25	129	2.38	125	2.8
Fiji	134	2.37	113	2.37	110	2.36	148	2.27	136	2.27	136	2.32	138	2.65
Venezuela, RB	135	2.37	160	1.94	124	2.24	120	2.49	128	2.32	123	2.44	133	2.74
Bolivia	136	2.36	134	2.24	138	2.16	122	2.48	146	2.21	140	2.29	131	2.75
Madagascar	137	2.35	121	2.32	137	2.16	154	2.22	141	2.25	125	2.42	136	2.7
Gambia, The	138	2.34	149	2.08	161	1.9	91	2.68	144	2.23	118	2.48	150	2.6
Myanmar	139	2.34	137	2.21	145	2.11	155	2.22	133	2.28	135	2.33	120	2.86
Chad	140	2.34	143	2.15	121	2.26	136	2.35	118	2.39	141	2.28	151	2.58
Senegal	141	2.34	125	2.29	122	2.24	129	2.44	137	2.27	151	2.19	153	2.56
Turkmenistan	142	2.34	133	2.25	129	2.23	135	2.36	150	2.2	137	2.32	143	2.63
Congo, Dem. Rep.	143	2.33	135	2.23	152	2.04	149	2.26	126	2.34	127	2.41	141	2.65
Papua New Guinea	144	2.31	112	2.37	144	2.11	145	2.29	159	2.11	134	2.36	147	2.61
Guinea	145	2.3	108	2.39	166	1.8	133	2.38	138	2.27	99	2.59	166	2.3
Liberia	146	2.29	153	2.04	150	2.06	156	2.22	143	2.24	157	2.15	103	2.99
Tajikistan	147	2.29	154	2.02	133	2.17	143	2.32	132	2.29	143	2.26	142	2.65
Niger	148	2.29	146	2.14	146	2.1	146	2.28	140	2.26	139	2.29	145	2.62
Yemen, Rep.	149	2.27	150	2.08	151	2.05	142	2.33	135	2.27	144	2.24	144	2.63
C.A.R.	150	2.26	117	2.35	135	2.17	150	2.25	156	2.13	150	2.21	161	2.46
Bhutan	151	2.25	141	2.16	159	1.98	164	2.12	124	2.36	138	2.31	155	2.54
Cuba	152	2.23	144	2.15	148	2.09	144	2.3	151	2.2	155	2.18	160	2.46
Lesotho	153	2.22	139	2.2	153	2.02	162	2.14	158	2.12	148	2.22	149	2.6
Burundi	154	2.22	163	1.9	157	2	147	2.28	127	2.33	147	2.23	154	2.55
Libya	155	2.21	156	2	136	2.17	158	2.18	148	2.21	166	1.9	128	2.78
Equatorial Guinea	156	2.21	158	1.99	164	1.82	125	2.46	160	2.11	158	2.14	137	2.66
Mauritania	157	2.2	142	2.16	147	2.09	161	2.15	162	2.06	156	2.18	156	2.54
Gabon	158	2.19	157	1.99	149	2.07	153	2.23	155	2.13	163	2.06	148	2.61
Iraq	159	2.18	162	1.9	158	2	140	2.33	166	1.98	160	2.13	135	2.73
Angola	160	2.18	166	1.79	156	2.01	139	2.33	157	2.13	159	2.14	140	2.65
Zimbabwe	161	2.17	155	2.01	155	2.01	163	2.13	149	2.2	152	2.19	162	2.45
Eritrea	162	2.11	152	2.05	162	1.89	165	2.12	152	2.19	162	2.09	165	2.31
Syrian Arab Republic	163	2.1	167	1.7	143	2.12	166	2.09	165	2	146	2.23	157	2.5
Sierra Leone	164	2.06	164	1.82	154	2.02	160	2.15	167	1.96	161	2.1	164	2.31
Afghanistan	165	2.04	161	1.91	163	1.83	159	2.18	163	2.02	167	1.76	159	2.48
Haiti	166	2.02	159	1.96	165	1.81	167	1.98	164	2.02	164	1.96	163	2.37
Somalia	167	2	165	1.81	167	1.69	152	2.24	161	2.07	165	1.94	167	2.18
Country	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