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

Brazil 2023

2022 2024

EP Pts W D L GF GA GP PR
1 Atlético Mineiro 3.797 73 21 10 11 57 36 42 6
2 Flamengo 3.719 86 25 11 13 77 53 49 1
3 Botafogo 3.686 77 22 11 11 73 42 44 4
4 Grêmio Porto Alegre 3.493 84 25 9 14 75 63 48 2
5 Palmeiras 3.359 80 23 11 11 77 43 45 3
6 São Paulo 2.592 76 21 13 14 56 45 48 5
7 Red Bull Bragantino 2.540 63 17 12 11 51 39 40 14
8 Fortaleza 2.289 63 18 9 15 54 48 42 17
9 Internacional 2.179 61 17 10 15 52 51 42 21
10 Fluminense 2.120 63 18 9 15 57 49 42 16
11 Athletico Paranaense 2.042 62 16 14 14 57 52 44 19
12 Corinthians 2.015 62 16 14 16 56 58 46 20
13 Bahia 1.947 60 16 12 18 64 58 46 22
14 Amazonas 1.868 48 14 6 7 34 25 27 32
15 Cruzeiro 1.741 51 12 15 15 38 35 42 27
16 Cuiabá 1.701 51 14 9 16 43 43 39 28
17 Maringá PR 1.634 35 9 8 3 22 18 20 53
18 Santos 1.631 57 15 12 17 47 65 44 25
19 Ferroviário CE 1.582 57 16 9 1 44 15 26 23
20 Vasco da Gama 1.542 48 13 9 18 50 57 40 33
21 Brusque 1.537 48 14 6 9 38 24 29 31
22 Operário Ferroviário 1.480 43 12 7 7 28 20 26 37
23 Náutico 1.444 36 9 9 5 29 27 23 51
24 Volta Redonda 1.400 49 15 4 10 48 37 29 30
25 São José RS 1.257 37 9 10 6 35 28 25 49
26 Ferroviária SP 1.252 41 11 8 5 26 16 24 39
27 CS Alagoano 1.233 33 8 9 6 20 16 23 59
28 São Bernardo 1.233 36 9 9 8 26 24 26 52
29 Paysandu 1.187 39 11 6 10 28 38 27 43
30 Remo 1.119 34 9 7 7 25 21 23 56
31 Botafogo PB 1.116 33 8 9 9 32 33 26 60
32 Goiás 1.106 39 9 12 19 43 61 40 45
33 Atlético Patrocinense MG 1.048 29 7 8 3 19 12 18 67
34 Ypiranga 1.043 27 7 6 10 30 29 23 76
35 Confiança 0.969 28 8 4 7 23 26 19 72
36 Hercílio Luz SC 0.890 30 8 6 2 22 12 16 64
37 Clube de Regatas Brasil 0.849 66 19 9 14 53 41 42 10
38 América Mineiro 0.824 40 10 10 26 57 89 46 42
39 Criciúma 0.818 68 20 8 12 49 34 40 8
40 Inter de Limeira SP 0.799 23 6 5 5 16 17 16 81
41 Floresta CE 0.798 23 5 8 6 14 17 19 83
42 Vitória 0.791 72 22 6 11 50 33 39 7
43 Coritiba 0.781 35 9 8 25 48 79 42 55
44 Juventude 0.781 65 18 11 10 42 32 39 12
45 Caxias 0.764 34 9 7 6 24 20 22 57
46 Figueirense 0.758 22 5 7 7 19 18 19 85
47 Sport Recife 0.758 67 18 13 11 67 50 42 9
48 Atlético Goianiense 0.757 65 17 14 9 60 50 40 11
49 Portuguesa RJ 0.723 37 10 7 3 33 16 20 46
50 Vila Nova 0.691 62 17 11 12 51 33 40 18
51 Mirassol 0.685 63 18 9 11 42 31 38 15
52 Aparecidense 0.676 22 6 4 9 17 20 19 86
53 Grêmio Novorizontino 0.653 63 19 6 13 48 30 38 13
54 Retrô PE 0.645 37 10 7 3 27 19 20 48
55 América de Natal 0.645 19 4 7 9 12 22 20 99
56 Guarani 0.623 57 15 12 11 42 33 38 24
57 Brasil de Pelotas 0.623 28 7 7 6 22 18 20 71
58 Camboriú SC 0.568 30 8 6 6 22 18 20 65
59 Águia de Marabá PA 0.561 31 8 7 5 29 27 20 62
60 Botafogo SP 0.547 51 13 12 17 28 46 42 29
61 CRAC GO 0.543 18 5 3 6 16 14 14 100
62 Manaus 0.518 20 5 5 10 13 25 20 95
63 Bahia de Feira BA 0.506 29 7 8 6 21 16 21 68
64 Nacional AM 0.495 36 11 3 4 28 13 18 50
65 Cascavel FC PR 0.476 16 3 7 4 12 17 14 108
66 Ceará 0.465 53 14 11 15 45 49 40 26
67 Sousa PB 0.461 37 11 4 5 32 21 20 47
68 Tombense 0.447 42 10 12 20 41 55 42 38
69 Ituano 0.440 47 10 17 15 38 42 42 34
70 Tuna Luso PA 0.434 31 9 4 4 24 14 17 61
71 Ponte Preta 0.391 45 10 15 15 28 37 40 35
72 XV de Piracicaba SP 0.389 16 4 4 6 20 21 14 105
73 ABC 0.380 35 7 14 21 40 59 42 54
74 Sergipe SE 0.378 20 5 5 5 20 20 15 92
75 Athletic MG 0.377 40 12 4 7 27 15 23 40
76 Avaí 0.376 44 10 14 15 33 51 39 36
77 Potiguar de Mossoró RN 0.367 27 7 6 3 17 11 16 75
78 Maranhão MA 0.362 28 6 10 4 23 16 20 69
79 Independente PR 0.355 20 5 5 4 15 15 14 93
80 Altos 0.338 13 2 7 10 14 28 19 112
81 Chapecoense 0.338 40 9 13 17 38 44 39 41
82 Nacional PB 0.320 28 8 4 6 21 16 18 70
83 São Raimundo RR 0.320 21 6 3 7 29 30 16 90
84 Pouso Alegre MG 0.318 12 3 3 13 11 26 19 113
85 Sampaio Corrêa 0.308 39 8 15 16 32 45 39 44
86 Operário de Campo Grande MS 0.300 11 2 5 9 6 24 16 115
87 Concórdia SC 0.291 19 5 4 5 15 13 14 96
88 Atlético Cearense CE 0.289 27 7 6 5 28 20 18 74
89 Democrata de Governador Valadares MG 0.271 26 7 5 4 19 18 16 78
90 ASA de Arapiraca 0.263 23 7 2 8 17 20 17 82
91 Ceilândia DF 0.244 33 8 9 2 31 7 19 58
92 Falcon SE 0.239 20 5 5 7 19 21 17 94
93 Princesa do Solimões AM 0.213 21 4 9 4 23 18 17 87
94 Cruzeiro AL 0.205 18 5 3 6 13 22 14 102
95 Londrina 0.201 31 7 10 22 33 62 39 63
96 Atlético de Alagoinhas BA 0.191 16 4 4 7 15 18 15 107
97 Anápolis 0.183 29 7 8 3 29 9 18 66
98 Jacuipense BA 0.181 15 3 6 6 21 23 15 110
99 Nova Iguaçu RJ 0.177 16 4 4 10 23 32 18 109
100 Santa Cruz 0.175 21 5 6 5 16 14 16 89
101 Iguatu CE 0.175 19 6 1 9 17 22 16 98
102 Pacajus CE 0.168 22 6 4 6 23 20 16 84
103 Parnahyba PI 0.168 21 5 6 6 16 26 17 91
104 Campinense 0.167 21 6 3 6 18 16 15 88
105 Aimoré RS 0.165 10 1 7 6 8 21 14 116
106 Operário MT 0.155 27 8 3 5 30 20 16 73
107 Tocantinópolis 0.153 16 3 7 5 15 16 15 106
108 Caucaia CE 0.149 17 3 8 4 20 20 15 103
109 Vitória ES 0.132 23 7 2 8 24 24 17 80
110 Santo André 0.132 19 5 4 5 15 16 14 97
111 Brasiliense 0.127 26 6 8 4 33 21 18 77
112 Humaitá AC 0.116 18 5 3 7 16 24 15 101
113 Resende RJ 0.090 14 3 5 6 12 18 14 111
114 São Luiz RS 0.078 3 1 0 1 2 2 2 125
115 Novo Hamburgo RS 0.076 7 1 4 9 13 23 14 121
116 Real Noroeste ES 0.071 8 1 5 9 10 24 15 118
117 Cordino MA 0.070 11 2 5 8 13 28 15 114
118 São Francisco AC 0.069 10 3 1 11 6 34 15 117
119 União Rondonópolis MT 0.060 23 7 2 6 17 10 15 79
120 Trem AP 0.053 8 2 2 11 8 23 15 119
121 Fluminense PI 0.044 8 1 5 9 9 28 15 120
122 Iporá GO 0.038 16 4 4 6 20 20 14 104
123 Marcílio Dias SC 0.034 3 1 0 1 1 2 2 127
124 Globo RN 0.021 4 1 1 12 5 34 14 124
125 Nova Mutum MT 0.020 3 1 0 1 6 7 2 126
126 Democrata Gov. Valadares MG 0.020 1 0 1 0 1 1 1 128
127 Interporto TO 0.014 6 1 3 10 3 47 14 122
128 Real Ariquemes RO 0.004 5 1 2 12 4 47 15 123
129 Resende FC RJ 0 0 0 0 1 1 2 1 129
129 Caldense MG 0 0 0 0 1 0 3 1 130
129 Marília SP 0 0 0 0 1 0 3 1 131
129 Tuntum MA 0 0 0 0 1 0 5 1 132

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

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