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

Copa Libertadores 2022

2021 2023

EP Pts W D L GF GA GP PR
1 Flamengo 73.509 37 12 1 0 33 8 13 1
2 Talleres de Córdoba 5.323 15 4 3 3 11 10 10 9
3 Estudiantes 4.123 27 8 3 3 16 8 14 3
4 Vélez Sarsfield 4.069 18 5 3 4 18 19 12 6
5 Athletico Paranaense 2.549 22 6 4 3 15 12 13 4
6 The Strongest 1.026 13 3 4 3 13 10 10 10
7 Nacional 0.970 7 2 1 3 7 7 6 24
8 Libertad 0.929 11 3 2 3 10 9 8 12
9 River Plate 0.926 17 5 2 1 18 4 8 7
10 Palmeiras 0.926 27 8 3 1 37 8 12 2
11 Bragantino 0.751 5 1 2 3 5 9 6 32
12 Colón de Santa Fe 0.718 11 3 2 3 9 11 8 14
13 Audax Italiano 0.589 3 1 0 1 1 2 2 37
14 Caracas FC 0.571 6 1 3 2 4 8 6 29
15 Club Olimpia 0.529 21 6 3 3 13 9 12 5
16 Atlético Mineiro 0.374 17 4 5 1 14 9 10 8
17 Fortaleza 0.341 11 3 2 3 11 13 8 13
18 Cerro Porteño 0.277 8 2 2 4 5 12 8 22
19 Sporting Cristal 0.253 2 0 2 4 3 8 6 40
20 Peñarol 0.246 7 2 1 3 5 6 6 25
21 Plaza Colonia 0.205 3 1 0 1 2 3 2 36
22 Fluminense 0.177 9 3 0 1 7 3 4 19
23 Deportes Tolima 0.123 11 3 2 3 11 17 8 16
24 Universidad Catolica 0.103 5 1 2 1 4 3 4 30
25 Universidad Católica 0.092 4 1 1 4 5 10 6 33
26 Colo-Colo 0.078 7 2 1 3 9 13 6 26
27 Independiente del Valle 0.055 8 2 2 2 9 7 6 21
28 América Mineiro 0.041 7 1 4 5 9 16 10 28
29 Emelec 0.030 9 2 3 3 15 9 8 18
30 Bolívar 0.026 7 2 1 1 8 5 4 23
31 Barcelona 0.024 10 2 4 0 4 1 6 17
32 Atlético Nacional 0.022 1 0 1 1 2 4 2 41
33 Guaraní 0.008 3 1 0 1 3 3 2 35
33 Montevideo City Torque 0.008 2 0 2 0 1 1 2 39
35 Alianza Lima 0.006 1 0 1 5 4 16 6 42
36 Deportivo Táchira 0.003 7 2 1 3 8 14 6 27
37 Independiente Petrolero 0.002 1 0 1 5 3 26 6 43
38 Boca Juniors 0 12 3 3 2 5 5 8 11
38 Corinthians 0 11 2 5 3 5 7 10 15
38 Deportivo Cali 0 8 2 2 2 7 4 6 20
38 Always Ready 0 5 1 2 3 5 9 6 31
38 Everton 0 3 1 0 3 3 3 4 34
38 Monagas 0 3 1 0 1 1 3 2 38
38 Millonarios 0 0 0 0 2 1 4 2 44
38 Universidad Cesar Vallejo 0 0 0 0 2 0 3 2 45
38 Universitario de Deportes 0 0 0 0 2 0 3 2 46
38 Deportivo Lara 0 0 0 0 2 2 7 2 47

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

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Matches decided on penalties are treated as ties.