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

South America 2021

2020 2022

EP Pts W D L GF GA GP PR
1 Atlético Mineiro 5.383 110 33 11 6 87 38 50 3
2 Flamengo 3.813 101 30 11 10 102 50 51 4
3 Palmeiras 2.950 99 30 9 14 90 56 53 5
4 Bragantino 2.590 84 23 15 13 75 58 51 10
5 River Plate 2.354 175 47 34 43 169 168 124 1
6 Fluminense 1.856 73 20 13 15 54 48 48 21
7 Atlético Goianiense 1.826 63 15 18 11 37 38 44 39
8 Peñarol 1.780 115 32 19 8 97 46 59 2
9 Santos FC 1.750 71 18 17 17 55 57 52 23
10 Defensa y Justicia 1.696 59 16 11 8 58 40 35 49
11 Corinthians 1.680 67 18 13 13 52 42 44 30
12 Fortaleza 1.638 58 17 7 14 44 45 38 53
13 Athletico Paranaense 1.633 80 24 8 19 63 51 51 13
14 Ceará 1.595 59 13 20 11 44 40 44 51
15 América Mineiro 1.422 53 13 14 11 41 37 38 61
16 Boca Juniors 1.413 53 14 11 8 41 21 33 59
17 Grêmio Porto Alegre 1.345 68 20 8 22 77 64 50 29
18 Talleres de Córdoba 1.345 54 16 6 9 45 33 31 57
19 São Paulo FC 1.296 64 15 19 14 45 47 48 37
20 Independiente 1.277 53 14 11 8 39 31 33 60
21 Cuiabá 1.273 47 10 17 11 34 37 38 88
22 Nacional 1.222 94 27 13 13 75 56 53 6
23 Internacional 1.181 60 15 15 16 56 47 46 48
24 Emelec 1.180 78 23 9 6 72 39 38 15
25 Vélez Sarsfield 1.176 52 14 10 9 46 32 33 64
26 Juventude 1.132 46 11 13 14 36 44 38 93
27 Independiente del Valle 1.124 76 22 10 10 75 46 42 18
28 Plaza Colonia 1.066 81 23 12 10 68 41 45 11
29 Montevideo City Torque 1.027 91 26 13 14 99 59 53 7
30 Bahia 0.960 51 13 12 19 53 59 44 74
31 Liverpool 0.957 79 23 10 14 89 56 47 14
32 Colón de Santa Fe 0.947 39 11 6 8 26 31 25 113
33 Atlético Nacional 0.946 90 26 12 10 84 39 48 9
34 Estudiantes 0.919 39 10 9 6 43 31 25 109
35 Lanús 0.888 47 13 8 10 52 49 31 87
36 LDU Quito 0.868 62 16 14 10 69 60 40 42
37 Huracán 0.857 38 10 8 7 28 25 25 118
38 Libertad 0.848 91 27 10 15 89 57 52 8
39 Gimnasia de La Plata 0.837 36 9 9 7 27 28 25 130
40 Argentinos Juniors 0.835 45 12 9 12 34 31 33 94
41 Barcelona 0.832 69 20 9 13 67 45 42 26
42 Cerro Largo 0.753 64 16 16 15 62 56 47 36
43 Racing Club 0.729 47 12 11 10 35 29 33 85
44 Sport Recife 0.705 38 9 11 18 24 37 38 123
45 Atlético Junior 0.680 81 21 18 11 65 48 50 12
46 Newell's Old Boys 0.666 36 9 9 13 30 38 31 132
47 Universidad Catolica 0.656 58 16 10 8 60 38 34 52
48 Godoy Cruz 0.644 31 8 7 10 35 33 25 146
49 Aldosivi 0.635 33 10 3 12 29 39 25 139
50 Platense 0.617 31 7 10 8 36 36 25 148
51 Rosario Central 0.614 47 13 8 14 55 51 35 86
52 Banfield 0.595 27 5 12 8 20 25 25 156
53 Montevideo Wanderers 0.594 65 18 11 18 60 67 47 35
54 Always Ready 0.589 71 21 8 7 74 42 36 22
55 San Lorenzo 0.580 39 10 9 16 36 45 35 115
56 Universidad Católica 0.576 77 25 2 13 71 42 40 16
57 Unión de Santa Fe 0.572 34 10 4 11 32 32 25 136
58 Boston River 0.545 58 16 10 19 61 70 45 54
59 Alianza Lima 0.527 56 16 8 2 39 17 26 56
60 Fénix 0.523 62 15 17 15 62 68 47 45
61 9 de Octubre 0.522 50 15 5 10 47 38 30 78
62 Deportes Tolima 0.522 73 18 19 9 54 35 46 20
63 Cerro Porteño 0.512 76 22 10 12 55 38 44 19
64 Arsenal de Sarandí 0.491 33 7 12 14 23 41 33 142
65 The Strongest 0.480 69 21 6 9 61 38 36 25
66 Deportivo Maldonado 0.478 49 12 13 20 45 67 45 84
67 Patronato de Paraná 0.478 25 5 10 10 23 35 25 162
68 Central Córdoba SdE 0.477 26 6 8 11 30 36 25 159
69 Millonarios 0.477 69 21 6 11 61 41 38 27
70 Deportivo Cali 0.444 63 16 15 9 46 38 40 38
71 Cerrito 0.434 40 11 7 12 34 37 30 105
72 Defensor Sporting 0.426 14 2 8 5 15 21 15 177
73 Colo-Colo 0.411 62 19 5 8 49 26 32 40
74 Guaraní 0.408 65 18 11 11 68 53 40 33
75 Progreso 0.406 51 13 12 20 39 57 45 77
76 Independiente Petrolero 0.404 65 20 5 5 59 33 30 32
77 Atlético Tucumán 0.390 22 5 7 13 22 46 25 169
78 Chapecoense 0.389 15 1 12 25 27 67 38 175
79 Sporting Cristal 0.384 66 20 6 10 64 45 36 31
80 La Equidad 0.380 65 17 14 15 50 50 46 34
81 Sarmiento de Junín 0.379 24 6 6 13 23 33 25 166
82 Club Olimpia 0.377 62 19 5 22 73 75 46 44
83 Audax Italiano 0.374 54 14 12 6 39 31 32 58
84 Aucas 0.369 51 14 9 15 59 55 38 69
85 Bolívar 0.367 68 19 11 10 75 42 40 28
86 Rentistas 0.363 43 10 13 28 44 81 51 99
87 Santa Fe 0.333 61 15 16 13 50 43 44 46
88 América de Cali 0.331 62 16 14 16 50 45 46 43
89 Club Nacional 0.329 52 12 16 10 43 44 38 66
90 Atlético Bucaramanga 0.329 51 13 12 13 46 45 38 70
91 Deportivo Táchira 0.326 77 23 8 11 79 51 42 17
92 Delfín SC 0.323 40 10 10 10 44 45 30 104
93 Unión La Calera 0.315 53 15 8 15 49 57 38 62
94 Danubio 0.302 15 4 3 8 17 23 15 173
95 CA Cerro 0.301 14 3 5 7 16 21 15 176
96 Técnico Universitario 0.299 35 8 11 11 24 26 30 134
97 Macará 0.295 37 9 10 13 37 50 32 126
98 Independiente Medellín 0.292 52 11 19 8 31 30 38 65
99 12 de Octubre de Itauguá 0.291 51 11 18 15 41 52 44 76
100 Unión Española 0.280 51 16 3 15 51 56 34 72
101 Mushuc Runa 0.274 41 11 8 11 41 42 30 103
102 Universitario de Deportes 0.273 51 14 9 9 49 49 32 71
103 FBC Melgar 0.271 56 16 8 10 57 35 34 55
104 Jaguares de Córdoba 0.267 52 14 10 14 44 47 38 67
105 Huachipato 0.264 51 12 15 13 44 51 40 75
106 Jorge Wilstermann 0.254 60 18 6 14 73 60 38 47
107 Sud América 0.250 31 8 7 15 29 48 30 152
108 Ñublense 0.247 44 11 11 10 49 37 32 95
109 Guaireña FC 0.246 44 10 14 14 35 41 38 96
110 Deportivo Pereira 0.245 51 13 12 13 40 45 38 73
111 Caracas FC 0.241 70 20 10 8 74 38 38 24
112 Deportivo Cuenca 0.234 32 8 8 14 39 42 30 143
113 Sol de América 0.232 42 11 9 16 40 50 36 100
114 Orense SC 0.225 31 7 10 13 28 37 30 151
115 Antofagasta 0.215 47 12 11 11 34 40 34 89
116 Palestino 0.206 46 12 10 18 52 60 40 92
117 Cienciano 0.199 39 10 9 7 39 33 26 110
118 Envigado FC 0.195 44 10 14 14 39 46 38 97
119 Monagas 0.193 62 18 8 8 58 39 34 41
120 Oriente Petrolero 0.189 51 15 6 9 46 29 30 68
121 Manta 0.185 28 6 10 14 29 46 30 155
122 Sportivo Luqueño 0.184 39 10 9 17 35 56 36 117
123 Royal Pari 0.183 52 16 4 12 68 50 32 63
124 Universidad de Chile 0.180 40 10 10 14 35 40 34 107
125 Deportivo Pasto 0.177 42 9 15 16 34 51 40 101
126 Everton 0.170 39 10 9 13 29 35 32 114
127 Deportivo La Guaira 0.169 50 12 14 14 43 51 40 80
128 La Serena 0.168 39 9 12 11 40 42 32 111
129 Cobresal 0.167 41 11 8 15 41 41 34 102
130 O'Higgins 0.167 38 9 11 12 31 41 32 121
131 Universidad Cesar Vallejo 0.159 43 11 10 7 31 22 28 98
132 Deportes Quindío 0.157 22 6 4 10 18 24 20 168
133 Melipilla 0.155 38 10 8 14 39 51 32 122
134 Curicó Unido 0.154 37 8 13 11 37 39 32 124
135 Boyacá Chicó 0.154 19 5 4 9 17 20 18 172
136 Once Caldas 0.153 37 8 13 17 38 53 38 128
137 Guayaquil City 0.142 30 8 6 18 28 53 32 153
138 Alianza Petrolera 0.140 37 8 13 17 37 57 38 129
139 Deportivo Lara 0.138 46 10 16 10 54 42 36 91
140 Rionegro Águilas Doradas 0.137 39 9 12 17 37 49 38 116
141 Metropolitanos FC 0.126 59 16 11 13 60 51 40 50
142 Patriotas FC 0.125 35 9 8 21 31 52 38 135
143 Sport Boys 0.124 38 10 8 8 36 34 26 119
144 Real Santa Cruz 0.124 38 11 5 14 39 47 30 120
145 Mannucci 0.124 36 10 6 12 43 45 28 131
146 Villa Española 0.122 15 2 9 19 26 60 30 174
147 Sport Huancayo 0.119 37 8 13 13 34 47 34 127
148 CD Guabirá 0.114 50 15 5 18 54 67 38 81
149 Ayacucho FC 0.107 37 9 10 9 39 44 28 125
150 Nacional Potosí 0.101 39 10 9 13 47 52 32 112
151 Atlético Palmaflor 0.100 40 11 7 14 44 49 32 106
152 Deportivo Municipal 0.098 31 9 4 13 32 37 26 150
153 Estudiantes de Mérida 0.093 50 14 8 12 51 47 34 79
154 Hermanos Colmenarez 0.093 49 12 13 7 56 44 32 83
155 Universidad Técnica 0.081 33 9 6 13 28 38 28 140
156 Cusco FC 0.080 26 6 8 12 43 47 26 158
157 Portuguesa FC 0.079 49 13 10 9 41 28 32 82
158 Aragua FC 0.075 47 11 14 15 38 57 40 90
159 Club Aurora 0.074 33 9 6 15 40 51 30 141
160 Real Tomayapo 0.072 32 9 5 16 28 45 30 145
161 Academia Cantolao 0.069 27 7 6 13 28 37 26 157
162 Santiago Wanderers 0.063 21 5 6 21 24 54 32 170
163 Atlético Huila 0.061 10 2 4 14 12 35 20 179
164 Universidad San Martín 0.061 26 7 5 14 18 39 26 160
165 Olmedo 0.060 13 2 7 21 22 76 30 178
166 Alianza Atlético 0.060 25 7 4 15 31 46 26 163
167 Blooming 0.059 26 7 5 18 34 56 30 161
168 Alianza Universidad 0.059 24 6 6 14 25 45 26 167
169 Real Potosí 0.057 25 7 4 19 30 63 30 165
170 Deportivo Binacional 0.055 25 7 4 15 32 50 26 164
171 Academia Puerto Cabello 0.053 40 9 13 12 34 39 34 108
172 Zamora FC 0.053 35 9 8 7 38 28 24 133
173 Atlético Venezuela 0.053 34 9 7 8 36 38 24 137
174 GV Maracay 0.047 33 8 9 7 25 32 24 138
175 Mineros de Guayana 0.044 32 9 5 12 27 35 26 144
176 Carabobo FC 0.043 31 8 7 9 28 28 24 149
177 Universidad Central 0.039 31 8 7 9 32 30 24 147
178 Zulia FC 0.034 28 7 7 10 35 34 24 154
179 Yaracuyanos FC 0.026 20 5 5 14 16 32 24 171
180 LALA FC 0.016 9 2 3 19 15 58 24 180
181 Trujillanos FC 0.001 1 0 1 23 8 79 24 181
182 San José 0.001 1 0 1 29 9 96 30 182

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

« 2007 History 2024 »

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.