Ship'em to Mars | Harmful Leaders Report

Higher scores indicate greater estimated harm exposure for people under a leader’s authority, including spillovers to neighbors and externally targeted violence.

Top 150

RankLeaderScoreΔ RankHarmExposure
1
Salva Kiir Mayardit
South Sudan • Head of State
0.4430.5830.772
2
Nicolás Maduro
Venezuela • Head of State
0.3760.4750.814
3
Abdel Fattah al-Burhan
Sudan • Head of State
0.3730.5170.841
4
Abdalla Hamdok
Sudan • Head of Government
0.3730.5170.841
5
Emmerson Mnangagwa
Zimbabwe • Head of State
0.3330.4590.788
6
Mahmoud Abbas
Palestine • Head of State
0.2960.4040.734
7
Ali Khamenei
Iran • Head of State
0.2930.3370.869
8
Félix Tshisekedi
Democratic Republic of the Congo • Head of State
0.2920.3880.877
9
Ilunga Ilunkamba Sylvestre
Democratic Republic of the Congo • Head of Government
0.2920.3880.877
10
Vladimir Putin
Russia • Head of State
0.2780.3190.890
11
Faustin-Archange Touadéra
Central African Republic • Head of State
0.2730.3970.734
12
Kim Jong-un
North Korea • Head of State
0.2720.3410.810
13
Yoweri Museveni
Uganda • Head of State
0.2720.3230.840
14
Maeen Abdulmalik Saeed
Yemen • Head of Government
0.2700.3640.830
15
Xi Jinping
People's Republic of China • Head of State
0.2660.2740.999
16
Abdel Fattah el-Sisi
Egypt • Head of State
0.2660.3130.880
17
Abiy Ahmed
Ethiopia • Head of Government
0.2620.3310.886
18
Évariste Ndayishimiye
Burundi • Head of State
0.2610.4120.780
19
Recep Tayyip Erdoğan
Turkey • Head of State
0.2590.3100.866
20
Paul Biya
Cameroon • Head of State
0.2530.3100.815
21
Isaias Afwerki
Eritrea • Head of State
0.2490.3480.715
22
Mostafa Madbouly
Egypt • Head of Government
0.2460.3130.880
23
Denis Sassou-Nguesso
Republic of the Congo • Head of State
0.2420.3270.742
24
Kokhir Rasulzoda
Tajikistan • Head of Government
0.2410.3240.767
25
João Lourenço
Angola • Head of State
0.2390.3150.827
26
Daniel Ortega
Nicaragua • Head of State
0.2360.3170.747
27
Mikhail Mishustin
Russia • Head of Government
0.2310.3190.890
28
Alexander Lukashenko
Belarus • Head of State
0.2300.3030.760
29
Volodymyr Zelenskyy
Ukraine • Head of State
0.2300.3240.827
30
Ilham Aliyev
Azerbaijan • Head of State
0.2300.3010.765
31
Norodom Sihamoni
Cambodia • Head of State
0.2300.2910.791
32
Teodoro Obiang
Equatorial Guinea • Head of State
0.2270.3310.685
33
Isaac Herzog
Israel • Head of State
0.2260.3940.764
34
Min Aung Hlaing
Myanmar • Head of Government
0.2240.3520.844
35
Abdulla Aripov
Uzbekistan • Head of Government
0.2240.2890.825
36
Shavkat Mirziyoyev
Uzbekistan • Head of State
0.2240.2890.825
37
Mswati III
Eswatini • Head of State
0.2220.3330.665
38
Mohamed Hussein Roble
Somalia • Head of Government
0.2170.3370.795
39
Joseph Ngute
Cameroon • Head of Government
0.2170.3100.815
40
Paul Kagame
Rwanda • Head of State
0.2080.2670.781
41
Hibatullah Akhundzada
Afghanistan • Head of State
0.2050.3280.833
42
Ali Asadov
Azerbaijan • Head of Government
0.2050.3010.765
43
Robinah Nabbanja
Uganda • Head of Government
0.2040.3230.840
44
Rashad al-Alimi
Yemen • Head of State
0.2040.3640.830
45
Benjamin Netanyahu
Israel • Head of Government
0.2030.3940.764
46
Ismail Omar Guelleh
Djibouti • Head of State
0.2020.3060.662
47
Salman bin Abdulaziz Al Saud
Saudi Arabia • Head of State
0.2010.2560.824
48
Mohammad Mustafa
Palestine • Head of Government
0.2000.4040.734
49
Abdoulkader Kamil Mohamed
Djibouti • Head of Government
0.1970.3060.662
50
Félix Moloua
Central African Republic • Head of Government
0.1960.3970.734
51
Phankham Viphavan
Laos • Head of Government
0.1950.3440.752
52
Julius Maada Bio
Sierra Leone • Head of State
0.1930.2850.757
53
Letsie III of Lesotho
Lesotho • Head of State
0.1910.2750.695
54
Mahamat Déby
Chad • Head of State
0.1900.3540.798
55
Serdar Berdimuhamedow
Turkmenistan • Head of State
0.1890.3730.750
56
Assimi Goïta
Mali • Head of State
0.1860.3070.806
57
Alassane Ouattara
Ivory Coast • Head of State
0.1860.2300.819
58
Mohammed VI of Morocco
Morocco • Head of State
0.1850.2240.827
59
Miguel Díaz-Canel
Cuba • Head of State
0.1850.2700.768
60
Gervais Ndirakobuca
Burundi • Head of Government
0.1830.4120.780
61
Anatole Collinet Makosso
Republic of the Congo • Head of Government
0.1830.3270.742
62
Abdelmadjid Tebboune
Algeria • Head of State
0.1820.2530.837
63
Shehbaz Sharif
Pakistan • Head of Government
0.1810.2940.917
64
Samia Suluhu Hassan
Tanzania • Head of State
0.1800.2800.855
65
Hassan Sheikh Mohamud
Somalia • Head of State
0.1800.3370.795
66
Manuel Marrero Cruz
Cuba • Head of Government
0.1780.2700.768
67
Narendra Modi
India • Head of Government
0.1780.1841.000
68
Phạm Minh Chính
Vietnam • Head of Government
0.1770.2690.874
69
Vajiralongkorn
Thailand • Head of State
0.1770.2190.857
70
Hamad II of Bahrain
Bahrain • Head of State
0.1760.2610.677
71
Thongloun Sisoulith
Laos • Head of State
0.1740.3440.752
72
Azali Assoumani
Comoros • Head of State
0.1740.2860.648
73
Hakainde Hichilema
Zambia • Head of State
0.1740.2890.800
74
Bola Ahmed Tinubu
Nigeria • Head of State
0.1740.3340.913
75
Kassym-Jomart Tokayev
Kazakhstan • Head of State
0.1730.2530.798
76
Mohamed al-Menfi
Libya • Head of State
0.1710.3030.750
77
Abd al-Hamid Dbeibeh
Libya • Head of Government
0.1710.3030.750
78
James Marape
Papua New Guinea • Head of Government
0.1700.2590.767
79
Mamady Doumbouya
Guinea • Head of State
0.1690.2870.782
80
Emomali Rahmon
Tajikistan • Head of State
0.1670.3240.767
81
Choguel Kokalla Maïga
Mali • Head of Government
0.1670.3070.806
82
Peter Mutharika
Malawi • Head of State
0.1640.3050.801
83
Lazarus Chakwera
Malawi • Head of Government
0.1640.3050.801
84
Nana Akufo-Addo
Ghana • Head of Government
0.1640.2170.823
85
Patrice Talon
Benin • Head of State
0.1630.2220.782
86
Cyril Ramaphosa
South Africa • Head of State
0.1630.2140.852
87
Muhammad Shia' al-Sudani
Iraq • Head of Government
0.1600.2850.836
88
Abdul Latif Rashid
Iraq • Head of State
0.1600.2850.836
89
Ibrahim Traoré
Burkina Faso • Head of State
0.1600.2950.805
90
Apollinaire Joachim Kyélem de Tambèla
Burkina Faso • Head of Government
0.1600.2950.805
91
Mohamed Ould Ghazouani
Mauritania • Head of State
0.1560.2490.733
92
Li Qiang
People's Republic of China • Head of Government
0.1560.2740.999
93
Mohammad Hasan Akhund
Afghanistan • Head of Government
0.1550.3280.833
94
Hun Manet
Cambodia • Head of Government
0.1550.2910.791
95
Tamim bin Hamad Al
Qatar • Head of State
0.1520.2210.705
96
Sadyr Japarov
Kyrgyzstan • Head of State
0.1480.2630.749
97
William Ruto
Kenya • Head of State
0.1480.2590.846
98
Nayib Bukele
El Salvador • Head of State
0.1470.2310.742
99
Ali Lamine Zeine
Niger • Head of Government
0.1460.3170.811
100
Abdourahamane Tchiani
Niger • Head of State
0.1460.3170.811
101
Xiomara Castro
Honduras • Head of State
0.1460.2810.768
102
Salman bin Hamad, Crown Prince of Bahrain
Bahrain • Head of Government
0.1430.2610.677
103
Alix Didier Fils-Aimé
Haiti • Head of Government
0.1410.4220.772
104
Haitham bin Tarik Al Said
Oman • Head of State
0.1400.2350.734
105
Aziz Akhannouch
Morocco • Head of Government
0.1400.2240.827
106
Adama Barrow
The Gambia • Head of State
0.1390.2160.703
107
Älihan Smaiylov
Kazakhstan • Head of Government
0.1360.2530.798
108
Mohammad Shahabuddin
Bangladesh • Head of State
0.1360.2650.899
109
Kais Saied
Tunisia • Head of State
0.1350.2040.774
110
Javier Milei
Argentina • Head of State
0.1330.2790.836
111
Aleksandar Vučić
Serbia • Head of State
0.1300.1910.744
112
Umaro Sissoco Embaló
Guinea-Bissau • Head of State
0.1290.2770.692
113
Sam Matekane
Lesotho • Head of Government
0.1290.2750.695
114
Taye Atske Selassie
Ethiopia • Head of State
0.1270.3310.886
115
Masoud Pezeshkian
Iran • Head of Government
0.1260.3370.869
116
Russell Dlamini
Eswatini • Head of Government
0.1260.3330.665
117
Droupadi Murmu
India • Head of State
0.1240.1841.000
118
David Sengeh
Sierra Leone • Head of Government
0.1230.2850.757
119
Pak Thae-song
North Korea • Head of Government
0.1190.3410.810
120
Bongbong Marcos
Philippines • Head of State
0.1170.1980.880
121
Daniel Noboa
Ecuador • Head of State
0.1170.2580.792
122
Gustavo Petro
Colombia • Head of State
0.1160.2050.843
123
Asif Ali Zardari
Pakistan • Head of State
0.1160.2940.917
124
Abdullah II of Jordan
Jordan • Head of State
0.1160.2240.771
125
Mohammed Bin Zayed Al Nahyan
United Arab Emirates • Head of State
0.1150.2220.768
126
Mohammed bin Rashid Al Maktoum
United Arab Emirates • Head of Government
0.1150.2220.768
127
Viktor Orbán
Hungary • Head of Government
0.1140.1510.762
128
Dalton Tagelagi
Niue • Head of Government
0.1090.1770.760
129
Mark Brown
Cook Islands • Head of Government
0.1090.1770.760
130
Rui Duarte de Barros
Guinea-Bissau • Head of Government
0.1090.2770.692
131
Luis Abinader
Dominican Republic • Head of State
0.1090.1740.770
132
Irfaan Ali
Guyana • Head of State
0.1090.2080.646
133
Mark Phillips
Guyana • Head of Government
0.1090.2080.646
134
Nikol Pashinyan
Armenia • Head of Government
0.1080.1710.708
135
Sabah Al-Khalid Al-Sabah
Kuwait • Head of Government
0.1070.2180.731
136
Robert Beugré Mambé
Ivory Coast • Head of Government
0.1070.2300.819
137
Pushpa Kamal Dahal
Nepal • Head of Government
0.1060.1940.816
138
Salome Zourabichvili
Georgia • Head of State
0.1050.1640.717
139
Brice Clotaire Oligui Nguema
Gabon • Head of State
0.1040.2620.699
140
Raymond Ndong Sima
Gabon • Head of Government
0.1040.2620.699
141
Rumen Radev
Bulgaria • Head of State
0.1040.1530.743
142
Muhammad Yunus
Bangladesh • Head of Government
0.1030.2650.899
143
Tô Lâm
Vietnam • Head of State
0.1010.2690.874
144
Željka Cvijanović
Bosnia and Herzegovina • Head of State
0.1000.2090.710
145
Manuel Osa Nsue Nsua
Equatorial Guinea • Head of Government
0.0980.3310.685
146
Bah Oury
Guinea • Head of Government
0.0970.2870.782
147
José Ramos-Horta
Timor-Leste • Head of State
0.0970.2140.671
148
Luiz Inácio Lula da Silva
Brazil • Head of State
0.0950.1850.909
149
Khurelsukh Ukhnaa
Mongolia • Head of State
0.0950.1760.715
150
Maia Sandu
Moldova • Head of State
0.0940.1670.696

Methodology

Sources:

  • Leaders and tenure: Wikidata (heads of state and government, images, start dates).
  • Population: World Bank SP.POP.TOTL.
  • Homicide rate: World Bank VC.IHR.PSRC.P5.
  • Voice & accountability: World Bank WGI VA.EST.
  • Control of corruption: World Bank WGI CC.EST.
  • GDP growth: World Bank NY.GDP.MKTP.KD.ZG.
  • Extreme poverty: World Bank SI.POV.DDAY.
  • Inflation: World Bank FP.CPI.TOTL.ZG.
  • Conflict deaths (place-based): UCDP Organized Violence Country-Year 25.1 (sb_total_deaths_best_cy, per 100k by location).
  • Conflict deaths (actor-attributed): UCDP GED 25.1 (event-level, side_a/side_b mapped to states via country roster aliases and GWNO hints, per 100k by perpetrating state; limited to ~last 8 years).

Scoring model (higher = worse):

exposure = log1p(pop) / max_log_pop
violence_score   = 0.7 * norm(actor_conflict_deaths_per_100k)
                 + 0.1 * norm(conflict_deaths_per_100k)
                 + 0.2 * norm(homicide_rate)
repression_score = 1 - norm(voice_and_accountability)
corruption_score = 1 - norm(control_of_corruption)
inflation_penalty = clip((inflation_cpi - 5) / 100, 0, 1)
gdp_penalty       = clip(-gdp_growth / 20, 0, 1)
econ_score        = 0.6 * inflation_penalty + 0.4 * gdp_penalty
poverty_score     = norm(poverty_rate)

harm_score = 0.35*violence_score + 0.25*repression_score
             + 0.20*econ_score + 0.10*corruption_score
             + 0.10*poverty_score

tenure_weight = 0.25 + 0.75 * (1 - exp(-ln(2) * tenure_years / 2.5))
  (years since tenure start; defaults to 3 years if unknown; clipped to [0,1])

score = harm_score * exposure * tenure_weight

Normalization is min–max per run; missing data yields lower penalties or median fills. Actor conflict uses recent years to avoid historic wars. Tenure ramp down-weights newly installed leaders while still assigning a minimum accountability floor.

Generated: 20251215-221030

Score Distribution