Ranking football clubs by the dominant eigenvector of the points-won matrix.

South America 2020

2019 2021

EP Pts W D L GF GA GP PR
1 River Plate 5.126 140 40 20 30 133 107 90 1
2 Palmeiras 3.881 84 24 12 9 78 37 45 2
3 Internacional 3.697 81 23 12 9 67 37 44 4
4 Flamengo RJ 3.084 79 23 10 9 78 55 42 5
5 Santos FC 2.502 72 20 12 13 64 54 45 11
6 Grêmio Porto Alegre 2.459 69 17 18 7 54 39 42 13
7 São Paulo FC 2.243 68 19 11 10 72 51 40 14
8 Guaraní 2.212 84 24 12 10 63 37 46 3
9 Atlético Mineiro 2.083 60 18 6 10 58 44 34 18
10 Barcelona 1.858 76 22 10 10 64 35 42 6
11 Boca Juniors 1.783 50 15 5 5 36 11 25 33
12 Universidad Católica 1.760 75 21 12 10 74 49 43 7
13 Cerro Porteño 1.745 73 21 10 5 54 29 36 9
14 LDU Quito 1.664 74 23 5 10 74 43 38 8
15 Independiente del Valle 1.628 69 20 9 11 78 56 40 12
16 Fluminense RJ 1.379 52 14 10 10 46 41 34 29
17 Libertad 1.234 73 21 10 11 75 53 42 10
18 Nacional 1.177 63 17 12 6 50 34 35 16
19 Club Olimpia 1.125 67 19 10 9 79 42 38 15
20 Ceará 1.083 45 12 9 11 47 42 32 50
21 Unión La Calera 1.077 62 18 8 10 60 40 36 17
22 Athletico Paranaense 1.062 53 15 8 17 38 39 40 26
23 Corinthians SP 1.037 48 13 9 12 41 40 34 39
24 Bragantino 0.979 44 11 11 10 45 37 32 55
25 Atlético Goianiense 0.955 42 10 12 10 32 37 32 65
26 Universidad Catolica 0.911 54 15 9 8 50 31 32 23
27 Vasco da Gama 0.903 45 11 12 15 37 49 38 53
28 Fortaleza 0.882 38 9 11 14 30 34 34 87
29 Liverpool 0.876 45 12 9 8 53 42 29 49
30 Bahia 0.849 48 14 6 20 51 60 40 40
31 Deportes Tolima 0.786 46 12 10 4 33 18 26 44
32 Atlético Junior 0.743 49 13 10 9 41 34 32 35
33 Sporting Cristal 0.742 59 17 8 5 60 37 30 20
34 Defensa y Justicia 0.741 44 12 8 8 41 32 28 54
35 San Lorenzo 0.704 49 10 19 16 48 60 45 36
36 Palestino 0.699 51 14 9 12 51 46 35 31
37 Unión Española 0.697 48 13 9 8 49 43 30 38
38 Emelec 0.695 53 15 8 11 55 39 34 25
39 Lanús 0.687 33 9 6 9 40 37 24 104
40 Santa Fe 0.687 40 11 7 2 34 17 20 73
41 Deportivo Cali 0.676 43 11 10 5 41 35 26 59
42 Huachipato 0.671 50 14 8 13 45 45 35 34
43 Peñarol 0.651 48 13 9 10 46 36 32 37
44 Sport Recife 0.643 35 10 5 17 26 41 32 99
45 Vélez Sarsfield 0.603 34 9 7 7 30 19 23 100
46 Aucas 0.591 45 12 9 11 61 57 32 51
47 Universitario de Deportes 0.589 59 17 8 7 53 38 32 21
48 Delfín SC 0.573 45 12 9 17 46 56 38 52
49 Independiente 0.572 34 9 7 6 25 15 22 101
50 Universidad de Chile 0.572 46 11 13 9 43 34 33 45
51 Goiás 0.570 29 7 8 19 33 56 34 123
52 Montevideo Wanderers 0.564 39 10 9 6 32 25 25 76
53 O'Higgins 0.550 43 12 7 12 39 37 31 60
54 Club Nacional 0.545 43 10 13 11 39 38 34 61
55 Racing Club 0.540 36 10 6 7 22 24 23 98
56 Antofagasta 0.530 44 11 11 9 40 38 31 56
57 Rentistas 0.529 38 9 11 5 35 26 25 82
58 Universidad Cesar Vallejo 0.521 51 13 12 3 41 23 28 30
59 Macará 0.518 44 12 8 12 37 39 32 57
60 Coquimbo Unido 0.512 47 13 8 18 39 46 39 43
61 Caracas FC 0.512 52 15 7 6 45 24 28 27
62 Cerro Largo 0.490 39 9 12 6 33 30 27 77
63 América de Cali 0.487 36 9 9 7 35 31 25 97
64 Guaireña FC 0.482 41 9 14 9 40 42 32 70
65 Técnico Universitario 0.474 42 11 9 10 28 27 30 62
66 Coritiba FC 0.469 27 6 9 17 27 43 32 131
67 Millonarios 0.465 36 9 9 6 34 25 24 95
68 Curicó Unido 0.461 42 12 6 12 34 43 30 67
69 Guayaquil City 0.461 41 11 8 10 37 40 29 71
70 Atlético Nacional 0.455 37 10 7 6 42 36 23 90
71 Bolívar 0.439 59 18 5 13 74 51 36 19
72 Colo-Colo 0.436 39 10 9 17 33 50 36 80
73 Audax Italiano 0.428 42 11 9 15 49 55 35 66
74 Santiago Wanderers 0.427 40 11 7 13 38 49 31 75
75 Universidad de Concepción 0.421 37 8 13 10 34 42 31 94
76 Everton 0.419 40 9 13 9 35 35 31 74
77 Fénix 0.416 38 8 14 9 38 39 31 84
78 Sol de América 0.409 39 9 12 15 42 56 36 79
79 Botafogo RJ 0.405 23 4 11 17 27 51 32 144
80 Sport Huancayo 0.404 51 13 12 9 36 35 34 32
81 Always Ready 0.396 54 17 3 8 60 31 28 22
82 Atlético Tucumán 0.390 29 8 5 6 28 23 19 121
83 Cobresal 0.387 37 10 7 13 38 38 30 91
84 Deportivo Pasto 0.375 34 9 7 6 27 21 22 102
85 Jorge Wilstermann 0.371 52 15 7 12 45 38 34 28
86 La Serena 0.370 38 10 8 13 32 36 31 86
87 The Strongest 0.365 53 17 2 9 67 37 28 24
88 Rionegro Águilas Doradas 0.365 31 8 7 5 27 21 20 110
89 FBC Melgar 0.364 47 13 8 11 44 40 32 42
90 Sportivo Luqueño 0.362 41 10 11 15 42 55 36 72
91 La Equidad 0.361 32 9 5 6 30 23 20 105
92 12 de Octubre de Itauguá 0.357 38 10 8 14 36 50 32 89
93 Once Caldas 0.355 29 6 11 3 23 20 20 122
94 Defensor Sporting 0.336 31 7 10 7 24 32 24 113
95 Universidad Técnica 0.336 43 10 13 5 42 29 28 58
96 Olmedo 0.329 27 7 6 16 39 56 29 132
97 Ayacucho FC 0.325 47 13 8 7 42 26 28 41
98 Deportivo Maldonado 0.319 31 8 7 10 31 45 25 116
99 Liga de Portoviejo 0.318 30 8 6 16 39 59 30 120
100 Independiente Medellín 0.317 32 9 5 16 36 42 30 107
101 Mannucci 0.315 45 12 9 7 41 29 28 48
102 Talleres de Córdoba 0.313 19 5 4 4 18 16 13 152
103 Deportivo Binacional 0.312 39 11 6 16 38 64 33 81
104 Iquique 0.294 32 8 8 14 33 43 30 108
105 Progreso 0.285 27 6 9 12 30 39 27 130
106 Unión de Santa Fe 0.279 21 6 3 10 20 26 19 149
107 Mushuc Runa 0.277 31 8 7 15 33 45 30 114
108 Torque 0.271 25 7 4 4 21 16 15 137
109 Royal Pari 0.267 46 14 4 8 42 34 26 46
110 Deportivo Cuenca 0.261 31 7 10 12 34 48 29 115
111 Cienciano 0.260 41 12 5 11 39 34 28 69
112 Orense SC 0.259 31 6 13 11 27 46 30 118
113 Boston River 0.258 27 6 9 10 28 32 25 128
114 Deportivo Lara 0.255 45 13 6 3 36 13 22 47
115 Cusco FC 0.245 39 10 9 11 41 44 30 78
116 Plaza Colonia 0.241 27 5 12 12 28 35 29 129
117 Huracán 0.234 19 5 4 6 18 21 15 153
118 Gimnasia de La Plata 0.229 18 4 6 3 12 9 13 155
119 Danubio 0.229 23 5 8 11 17 31 24 141
120 Cerro 0.221 23 5 8 11 21 36 24 142
121 El Nacional 0.217 27 6 9 16 28 49 31 133
122 CD Guabirá 0.201 42 13 3 10 43 43 26 63
123 Alianza Universidad 0.200 37 10 7 11 29 30 28 92
124 Argentinos Juniors 0.199 21 5 6 4 13 11 15 148
125 Nacional Potosí 0.197 42 12 6 10 36 37 28 64
126 Newell's Old Boys 0.196 17 4 5 4 17 16 13 158
127 Universidad San Martín 0.193 37 10 7 11 32 37 28 93
128 Deportivo Municipal 0.182 30 6 12 10 29 38 28 119
129 Deportivo Táchira 0.177 38 11 5 5 24 18 21 83
130 Atlético Palmaflor 0.175 38 11 5 10 29 30 26 85
131 Aldosivi 0.175 18 5 3 5 11 18 13 157
132 Carlos Stein 0.173 28 7 7 14 30 44 28 124
133 Zamora FC 0.171 36 11 3 8 26 19 22 96
134 Jaguares de Córdoba 0.170 17 3 8 9 21 30 20 161
135 Envigado FC 0.166 23 5 8 7 22 25 20 139
136 General Díaz 0.164 16 3 7 22 32 69 32 164
137 Arsenal de Sarandí 0.156 14 3 5 5 18 20 13 169
138 Atlético Grau 0.156 26 5 11 14 27 42 30 136
139 Blooming 0.153 38 12 2 14 38 48 28 88
140 Colón de Santa Fe 0.151 15 4 3 6 12 16 13 165
141 Rosario Central 0.149 17 5 2 6 15 23 13 160
142 Deportivo La Guaira 0.147 41 12 5 4 31 15 21 68
143 Sport Boys 0.146 32 9 5 14 34 51 28 109
144 Banfield 0.136 17 4 5 4 15 16 13 159
145 Aragua FC 0.135 31 9 4 8 21 20 21 111
146 Atlético Bucaramanga 0.135 21 5 6 9 16 26 20 150
147 Academia Cantolao 0.134 28 7 7 14 32 48 28 125
148 Patronato de Paraná 0.127 12 2 6 5 12 18 13 173
149 Deportivo Pereira 0.124 18 4 6 10 17 24 20 156
150 Central Córdoba SdE 0.120 13 3 4 6 9 19 13 171
151 Oriente Petrolero 0.112 31 9 4 15 37 52 28 117
152 Patriotas FC 0.111 17 3 8 9 10 21 20 162
153 Montevideo City Torque 0.103 14 4 2 3 16 10 9 168
154 Alianza Petrolera 0.101 19 5 4 11 22 35 20 154
155 Alianza Lima 0.101 24 5 9 19 29 47 33 138
156 Academia Puerto Cabello 0.098 32 7 11 3 26 20 21 106
157 Godoy Cruz 0.089 10 3 1 9 8 18 13 174
158 Real Santa Cruz 0.079 23 6 5 15 36 62 26 145
159 Metropolitanos FC 0.078 27 7 6 7 29 28 20 126
160 Cúcuta Deportivo 0.078 14 3 5 10 18 32 18 170
161 Llacuabamba 0.077 21 5 6 17 41 63 28 151
162 San José 0.076 23 6 5 17 27 57 28 146
163 Estudiantes de Mérida 0.073 34 9 7 14 43 51 30 103
164 Club Aurora 0.069 23 6 5 15 26 37 26 140
165 Mineros de Guayana 0.069 31 9 4 11 32 36 24 112
166 Real Potosí 0.064 23 6 5 15 35 59 26 143
167 Boyacá Chicó 0.063 15 4 3 13 13 33 20 167
168 Trujillanos FC 0.060 26 7 5 9 21 27 21 134
169 Estudiantes 0.054 8 1 5 7 7 14 13 175
170 Yaracuyanos FC 0.046 27 6 9 7 23 26 22 127
171 Atlético Venezuela 0.041 26 7 5 10 24 33 22 135
172 Monagas 0.041 22 6 4 10 25 27 20 147
173 GV Maracay 0.028 15 3 6 11 13 32 20 166
174 Carabobo FC 0.026 13 1 10 13 17 43 24 172
175 Portuguesa FC 0.025 16 4 4 12 12 30 20 163
176 Tigre 0.003 1 0 1 5 3 17 6 178
177 Zulia FC 0.003 7 2 1 2 7 10 5 176
178 LALA 0.001 1 0 1 5 5 10 6 177
179 Llaneros de Guanare 0 0 0 0 2 0 7 2 179

EigenPoints, Points, Wins, Draws, Losses, GoalsFor, GoalsAgainst, GamesPlayed, PointsRank.

« 2006 History 2021 »

Includes matches from Copa Libertadores, Copa Sudamericana, Recopa Sudamericana, and the top domestic divisions of participating countries played during the calendar year.

Matches decided on penalties are treated as ties.