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

Brazil 2026

2025

EP Pts W D L GF GA GP PR
1 Palmeiras 12.744 40 12 4 1 32 13 17 1
2 Flamengo 6.739 33 10 3 4 29 17 17 2
3 Fluminense 4.900 31 9 4 4 27 21 17 3
4 Vasco da Gama 4.734 24 6 6 5 25 23 17 8
5 Corinthians 4.238 27 7 6 5 17 15 18 6
6 Bahia 4.023 22 6 4 6 22 23 16 17
7 São Paulo 3.930 27 8 3 6 23 19 17 5
8 Santos 3.554 22 5 7 5 23 22 17 16
9 Internacional 3.171 24 6 6 5 21 19 17 9
10 Vitória 3.100 22 6 4 6 21 22 16 18
11 Athletico Paranaense 2.968 25 7 4 6 20 16 17 7
12 Cruzeiro 2.746 23 6 5 6 23 27 17 12
13 Coritiba 2.737 21 5 6 6 18 21 17 23
14 Atlético Mineiro 2.601 21 6 3 8 21 24 17 22
15 Fortaleza 2.321 28 8 4 1 18 12 13 4
16 Red Bull Bragantino 2.218 21 6 3 8 19 21 17 21
17 Grêmio Porto Alegre 2.027 23 6 5 6 20 17 17 11
18 Remo 1.922 18 4 6 7 21 27 17 32
19 Botafogo 1.922 21 6 3 7 27 29 16 20
20 Mirassol 1.876 17 4 5 7 19 22 16 34
21 Chapecoense 1.267 12 2 6 8 16 28 16 68
22 Operário Ferroviário 1.210 22 6 4 3 13 8 13 14
23 São Bernardo 1.126 23 7 2 2 17 6 11 10
24 Paysandu 1.083 21 6 3 1 21 13 10 19
25 Juventude 1.021 22 6 4 3 17 7 13 13
26 Atlético Goianiense 1.008 22 6 4 3 11 8 13 15
27 Vila Nova 1.004 16 3 7 1 13 11 11 36
28 Sport Recife 0.993 18 4 6 1 13 9 11 30
29 Ceará 0.890 20 5 5 3 14 12 13 25
30 Avaí 0.823 14 3 5 2 14 10 10 46
31 XV de Piracicaba SP 0.754 12 3 3 0 10 5 6 62
32 Brusque 0.732 14 4 2 0 12 6 6 44
33 Cuiabá 0.708 10 1 7 1 5 5 9 92
34 Grêmio Novorizontino 0.706 19 5 4 2 18 9 11 26
35 Athletic MG 0.677 17 4 5 4 18 16 13 33
36 Criciúma 0.652 12 3 3 2 9 7 8 64
37 Velo Clube SP 0.641 11 2 5 1 7 5 8 76
38 Botafogo SP 0.561 9 2 3 3 10 8 8 96
39 Goiás 0.559 18 5 3 5 16 17 13 31
40 Clube de Regatas Brasil 0.547 18 5 3 5 21 14 13 27
41 Náutico 0.476 13 4 1 3 9 7 8 58
42 Amazonas 0.353 16 5 1 2 11 3 8 35
43 Sampaio Corrêa RJ 0.329 9 2 3 2 6 7 7 103
44 Gama 0.312 20 6 2 0 16 4 8 24
45 Maricá RJ 0.268 7 2 1 3 5 8 6 126
46 Barra SC 0.258 11 2 5 3 9 6 10 71
47 Guarani 0.245 13 3 4 0 13 5 7 50
48 Noroeste SP 0.227 8 2 2 2 7 5 6 105
49 Volta Redonda 0.217 10 2 4 3 7 8 9 93
50 Ponte Preta 0.216 10 3 1 6 7 13 10 95
51 Londrina 0.200 9 2 3 6 9 15 11 104
52 Portuguesa 0.177 15 4 3 2 16 9 9 37
53 Maranhão MA 0.172 13 4 1 3 9 10 8 60
54 Águia de Marabá PA 0.171 18 5 3 1 16 9 9 28
55 Joinville 0.158 14 4 2 2 8 5 8 47
56 Desportiva Ferroviária ES 0.145 2 0 2 0 1 1 2 152
57 Uberlândia MG 0.140 18 6 0 2 14 9 8 29
58 Tuna Luso PA 0.133 10 2 4 2 13 11 8 83
59 Ivinhema MS 0.128 14 4 2 2 10 9 8 48
60 Goiatuba GO 0.128 14 4 2 0 10 3 6 43
61 Trem AP 0.127 12 3 3 1 9 9 7 65
62 Cascavel FC PR 0.122 11 3 2 1 5 2 6 73
63 Nova Iguaçu RJ 0.120 7 1 4 4 8 10 9 120
64 Maringá PR 0.119 15 5 0 4 19 22 9 41
65 Rio Branco ES 0.118 10 2 4 1 10 8 7 84
66 Figueirense 0.118 13 4 1 4 8 12 9 61
67 Operário de Campo Grande MS 0.112 7 1 4 3 7 10 8 125
68 América Mineiro 0.111 4 0 4 6 5 17 10 147
69 Caxias 0.106 8 2 2 3 5 6 7 110
70 Juazeirense BA 0.106 13 4 1 2 10 7 7 54
71 Ituano 0.103 10 3 1 2 8 7 6 88
72 Anápolis 0.102 7 2 1 5 9 13 8 127
73 Santa Catarina SC 0.101 11 3 2 4 12 10 9 74
74 Jacuipense BA 0.095 12 3 3 5 10 18 11 66
75 Ypiranga RS 0.095 13 4 1 3 11 9 8 57
76 Vasco da Gama AC 0.092 1 0 1 0 1 1 1 159
77 Inter de Limeira SP 0.090 8 2 2 2 8 8 6 109
78 Floresta CE 0.090 9 2 3 1 6 5 6 99
79 Ferroviária SP 0.085 6 1 3 2 5 7 6 133
80 Confiança 0.085 7 2 1 7 4 11 10 130
81 Imperatriz MA 0.078 9 2 3 2 10 8 7 97
82 Porto BA 0.075 12 4 0 4 9 18 8 67
83 CS Alagoano 0.074 13 4 1 2 11 5 7 51
84 Betim MG 0.074 11 3 2 3 6 7 8 79
85 Botafogo PB 0.069 7 2 1 4 9 12 7 124
86 Portuguesa RJ 0.064 12 3 3 2 11 7 8 63
87 América de Natal 0.064 15 4 3 1 8 2 8 39
88 Democrata Gov. Valadares MG 0.062 10 3 1 2 6 4 6 87
89 Tombense 0.062 10 2 4 2 7 6 8 90
90 Cianorte PR 0.061 9 3 0 4 7 8 7 102
91 Brasiliense 0.060 7 1 4 1 5 5 6 117
92 Madureira RJ 0.058 13 4 1 4 11 9 9 56
93 Capital DF 0.054 14 4 2 2 7 6 8 49
94 São Luiz RS 0.052 8 2 2 3 6 8 7 114
95 Santa Cruz 0.048 8 2 2 3 4 5 7 113
96 Guarany de Bage RS 0.046 7 2 1 5 3 10 8 131
97 Manauara AM 0.045 15 4 3 1 12 6 8 38
98 Fluminense PI 0.045 10 2 4 2 9 9 8 91
99 ASA de Arapiraca 0.044 10 3 1 3 9 7 7 86
100 Tocantinópolis 0.040 6 1 3 3 8 14 7 136
101 Vitória ES 0.039 9 3 0 3 9 7 6 98
102 CRAC GO 0.038 8 2 2 2 4 3 6 107
103 Água Santa SP 0.038 10 3 1 2 10 6 6 81
104 ABC 0.036 13 4 1 2 9 6 7 55
105 Ferroviário CE 0.034 11 3 2 1 9 6 6 72
106 Treze PB 0.033 10 3 1 1 13 7 5 80
107 Luverdense 0.032 8 2 2 2 5 8 6 115
108 Itabaiana SE 0.029 2 0 2 5 6 15 7 156
109 América RJ 0.029 5 1 2 3 4 14 6 141
110 Sergipe SE 0.028 13 4 1 1 11 7 6 53
111 Aparecidense 0.027 10 3 1 2 9 7 6 85
112 Manaus 0.026 7 1 4 3 5 9 8 128
113 Nacional AM 0.025 13 4 1 2 10 10 7 59
114 Serra Branca PB 0.025 10 2 4 1 10 7 7 82
115 Lagarto SE 0.024 6 1 3 3 10 13 7 134
116 São Raimundo RR 0.024 9 2 3 1 4 3 6 101
117 Castanhal PA 0.023 1 0 1 1 1 5 2 160
118 ABECAT Ouvidorense GO 0.022 3 0 3 3 2 6 6 150
119 Mixto MT 0.021 7 1 4 3 5 9 8 129
120 CEFAT CE 0.021 7 1 4 3 7 9 8 122
121 CSE AL 0.020 7 2 1 3 9 11 6 119
122 Operário MT 0.020 5 1 2 4 5 8 7 138
123 Ceilândia DF 0.020 8 2 2 3 4 5 7 112
124 Pouso Alegre MG 0.019 7 2 1 3 5 7 6 123
125 Maguary PE 0.019 11 3 2 3 9 7 8 75
126 Atlético Cearense CE 0.017 7 1 4 1 4 5 6 118
127 Oratório AP 0.017 4 1 1 5 7 15 7 146
128 Primavera AC MT 0.016 11 3 2 3 9 8 8 77
129 Piauí PI 0.015 8 2 2 3 10 10 7 108
130 União Rondonópolis MT 0.015 5 1 2 3 5 10 6 140
131 Altos PI 0.015 7 2 1 4 5 13 7 132
132 Central PE 0.013 8 2 2 2 6 5 6 106
133 Real Noroeste ES 0.012 4 1 1 4 4 9 6 144
134 Sousa PB 0.011 10 3 1 4 4 7 8 94
135 Retrô PE 0.008 4 1 1 5 8 15 7 145
136 Monte Roraima RR 0.008 6 1 3 3 5 8 7 135
137 Decisão PE 0.005 4 1 1 3 5 10 5 143
138 Atlético de Alagoinhas BA 0.004 3 1 0 6 4 14 7 151
139 Capital TO 0.004 1 0 1 0 1 1 1 158
140 Porto Velho EC RO 0.003 11 3 2 3 14 8 8 69
141 América de Propriá SE 0.003 1 0 1 0 1 1 1 157
142 Guaporé RO 0.003 15 4 3 1 11 11 8 40
143 Araguaina TO 0.002 14 4 2 1 19 7 7 42
144 GA Sampaio RR 0.002 2 0 2 5 3 11 7 155
145 Laguna RN 0.001 1 0 1 6 1 11 7 161
146 Primavera SP 0.001 3 1 0 1 4 2 2 148
147 Independência AC 0.000 5 1 2 4 7 9 7 137
148 Galvez AC 0.000 8 2 2 3 8 12 7 116
149 Iguatu CE 0 14 4 2 0 9 3 6 45
149 Blumenau EC SC 0 13 4 1 1 8 3 6 52
149 Marcílio Dias SC 0 11 3 2 1 7 3 6 70
149 Independente PR 0 11 3 2 1 3 2 6 78
149 Parnahyba PI 0 10 3 1 2 7 6 6 89
149 Ji-Paraná RO 0 3 1 0 1 2 2 2 149
149 Moto Club MA 0 8 2 2 2 5 6 6 111
149 Maracanã CE 0 9 2 3 2 6 5 7 100
149 Brasil de Pelotas 0 7 2 1 3 7 9 6 121
149 São José RS 0 5 1 2 3 3 7 6 139
149 Sampaio Corrêa 0 4 0 4 2 1 3 6 142
149 Azuriz PR 0 2 0 2 5 2 7 7 153
149 IAPE MA 0 2 0 2 5 6 14 7 154
149 Boavista RJ 0 0 0 0 1 2 3 1 162
149 Bragantino PA 0 0 0 0 1 1 2 1 163
149 Independente AP 0 0 0 0 1 0 1 1 164
149 Penedense AL 0 0 0 0 1 0 1 1 165
149 AFC Pantanal MS 0 0 0 0 1 0 2 1 166
149 Baré RR 0 0 0 0 1 0 3 1 167
149 Porto Vitória ES 0 0 0 0 1 0 3 1 168
149 Inhumas GO 0 0 0 0 6 2 12 6 169
149 Humaitá AC 0 0 0 0 6 2 25 6 170

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

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Latest Match May 15, 2026.