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 15.124 37 11 4 1 28 12 16 1
2 Flamengo 8.916 33 10 3 3 29 15 16 2
3 Vasco da Gama 5.687 23 6 5 5 23 21 16 10
4 Fluminense 5.657 31 9 4 4 27 21 17 3
5 São Paulo 5.135 27 8 3 5 22 16 16 4
6 Corinthians 5.127 24 6 6 5 16 15 17 8
7 Bahia 4.778 22 6 4 5 21 21 15 13
8 Santos 4.059 19 4 7 5 21 22 16 24
9 Internacional 3.757 24 6 6 5 21 19 17 7
10 Coritiba 3.519 21 5 6 5 18 19 16 16
11 Athletico Paranaense 3.429 24 7 3 6 20 16 16 6
12 Atlético Mineiro 3.257 21 6 3 7 20 22 16 18
13 Vitória 3.204 19 5 4 6 19 22 15 25
14 Cruzeiro 3.182 23 6 5 6 23 27 17 11
15 Red Bull Bragantino 2.948 21 6 3 7 18 19 16 17
16 Botafogo 2.472 21 6 3 6 27 27 15 15
17 Grêmio Porto Alegre 2.412 20 5 5 6 17 17 16 21
18 Remo 2.305 15 3 6 7 19 26 16 40
19 Mirassol 2.070 14 3 5 7 17 21 15 49
20 Chapecoense 1.352 9 1 6 8 14 28 15 104
21 Fortaleza 1.142 27 8 3 1 18 12 12 5
22 Operário Ferroviário 0.699 22 6 4 3 13 8 13 12
23 Atlético Goianiense 0.580 21 6 3 3 11 8 12 14
24 São Bernardo 0.528 23 7 2 2 17 6 11 9
25 Vila Nova 0.494 16 3 7 1 13 11 11 34
26 Sport Recife 0.417 18 4 6 1 13 9 11 28
27 Avaí 0.355 14 3 5 2 14 10 10 45
28 Cuiabá 0.351 10 1 7 1 5 5 9 91
29 XV de Piracicaba SP 0.343 12 3 3 0 10 5 6 62
30 Goiás 0.310 18 5 3 5 16 17 13 29
31 Grêmio Novorizontino 0.301 19 5 4 2 18 9 11 22
32 Athletic MG 0.300 17 4 5 4 18 16 13 31
33 Ceará 0.296 17 4 5 3 12 11 12 32
34 Velo Clube SP 0.295 11 2 5 1 7 5 8 75
35 Criciúma 0.293 12 3 3 2 9 7 8 64
36 Juventude 0.288 19 5 4 3 14 6 12 23
37 Botafogo SP 0.281 9 2 3 3 10 8 8 95
38 Paysandu 0.252 20 6 2 1 19 11 9 20
39 Náutico 0.238 13 4 1 3 9 7 8 58
40 Brusque 0.235 14 4 2 0 12 6 6 43
41 Clube de Regatas Brasil 0.230 17 5 2 5 21 14 12 30
42 Gama 0.171 20 6 2 0 16 4 8 19
43 Sampaio Corrêa RJ 0.148 9 2 3 2 6 7 7 102
44 Amazonas 0.138 16 5 1 2 11 3 8 33
45 Maricá RJ 0.122 7 2 1 3 5 8 6 126
46 Noroeste SP 0.104 8 2 2 2 7 5 6 105
47 Guarani 0.093 13 3 4 0 13 5 7 50
48 Ponte Preta 0.087 10 3 1 6 7 13 10 94
49 Londrina 0.084 9 2 3 6 9 15 11 103
50 Barra SC 0.081 11 2 5 2 9 5 9 69
51 Volta Redonda 0.078 10 2 4 3 7 8 9 92
52 Portuguesa 0.075 15 4 3 2 16 9 9 35
53 Joinville 0.072 14 4 2 2 8 5 8 46
54 Uberlândia MG 0.067 18 6 0 2 14 9 8 27
55 Maranhão MA 0.065 13 4 1 3 9 10 8 60
56 Desportiva Ferroviária ES 0.063 2 0 2 0 1 1 2 152
57 Ivinhema MS 0.062 14 4 2 2 10 9 8 47
58 Cascavel FC PR 0.056 11 3 2 1 5 2 6 72
59 Águia de Marabá PA 0.055 18 5 3 1 16 9 9 26
60 Operário de Campo Grande MS 0.054 7 1 4 3 7 10 8 125
61 Nova Iguaçu RJ 0.054 7 1 4 4 8 10 9 120
62 Goiatuba GO 0.053 14 4 2 0 10 3 6 42
63 Rio Branco ES 0.052 10 2 4 1 10 8 7 83
64 Maringá PR 0.050 15 5 0 4 19 22 9 39
65 Santa Catarina SC 0.049 11 3 2 4 12 10 9 73
66 Juazeirense BA 0.046 13 4 1 2 10 7 7 54
67 América Mineiro 0.046 4 0 4 6 5 17 10 147
68 Figueirense 0.045 13 4 1 4 8 12 9 61
69 Ituano 0.044 10 3 1 2 8 7 6 87
70 Anápolis 0.043 7 2 1 5 9 13 8 127
71 Vasco da Gama AC 0.042 1 0 1 0 1 1 1 159
72 Jacuipense BA 0.042 12 3 3 4 9 14 10 66
73 Caxias 0.041 8 2 2 3 5 6 7 110
74 Confiança 0.040 7 2 1 6 4 8 9 130
75 Trem AP 0.040 12 3 3 1 9 9 7 65
76 Tuna Luso PA 0.039 10 2 4 2 13 11 8 82
77 Ypiranga RS 0.039 13 4 1 3 11 9 8 57
78 Inter de Limeira SP 0.036 8 2 2 2 8 8 6 109
79 Betim MG 0.035 11 3 2 3 6 7 8 78
80 Floresta CE 0.034 9 2 3 1 6 5 6 98
81 Porto BA 0.033 12 4 0 4 9 18 8 67
82 Brasiliense 0.033 7 1 4 1 5 5 6 117
83 Ferroviária SP 0.033 6 1 3 2 5 7 6 133
84 CS Alagoano 0.033 13 4 1 2 11 5 7 51
85 Cianorte PR 0.028 9 3 0 4 7 8 7 101
86 Democrata Gov. Valadares MG 0.027 10 3 1 2 6 4 6 86
87 Tombense 0.027 10 2 4 2 7 6 8 89
88 Portuguesa RJ 0.027 12 3 3 2 11 7 8 63
89 Imperatriz MA 0.025 9 2 3 2 10 8 7 96
90 Madureira RJ 0.024 13 4 1 4 11 9 9 56
91 São Luiz RS 0.024 8 2 2 3 6 8 7 114
92 Botafogo PB 0.023 7 2 1 4 9 12 7 124
93 América de Natal 0.023 15 4 3 1 8 2 8 37
94 Capital DF 0.023 14 4 2 2 7 6 8 48
95 Guarany de Bage RS 0.020 7 2 1 5 3 10 8 131
96 ASA de Arapiraca 0.019 10 3 1 3 9 7 7 85
97 Santa Cruz 0.019 8 2 2 3 4 5 7 113
98 CRAC GO 0.018 8 2 2 2 4 3 6 107
99 Manauara AM 0.018 15 4 3 1 12 6 8 36
100 Luverdense 0.017 8 2 2 2 5 8 6 115
101 Vitória ES 0.017 9 3 0 3 9 7 6 97
102 Água Santa SP 0.016 10 3 1 2 10 6 6 80
103 Fluminense PI 0.015 10 2 4 2 9 9 8 90
104 Treze PB 0.015 10 3 1 1 13 7 5 79
105 Aparecidense 0.015 10 3 1 2 9 7 6 84
106 ABC 0.013 13 4 1 2 9 6 7 55
107 Sergipe SE 0.013 13 4 1 1 11 7 6 53
108 Tocantinópolis 0.013 6 1 3 3 8 14 7 136
109 Ferroviário CE 0.012 11 3 2 1 9 6 6 71
110 América RJ 0.012 5 1 2 3 4 14 6 141
111 Itabaiana SE 0.011 2 0 2 5 6 15 7 156
112 Serra Branca PB 0.011 10 2 4 1 10 7 7 81
113 Lagarto SE 0.011 6 1 3 3 10 13 7 134
114 Manaus 0.011 7 1 4 3 5 9 8 128
115 ABECAT Ouvidorense GO 0.010 3 0 3 3 2 6 6 150
116 Nacional AM 0.010 13 4 1 2 10 10 7 59
117 São Raimundo RR 0.010 9 2 3 1 4 3 6 100
118 Castanhal PA 0.009 1 0 1 1 1 5 2 160
119 CSE AL 0.009 7 2 1 3 9 11 6 119
120 Primavera AC MT 0.009 11 3 2 3 9 8 8 76
121 Ceilândia DF 0.008 8 2 2 3 4 5 7 112
122 Operário MT 0.008 5 1 2 4 5 8 7 138
123 Mixto MT 0.008 7 1 4 3 5 9 8 129
124 CEFAT CE 0.008 7 1 4 3 7 9 8 122
125 Pouso Alegre MG 0.008 7 2 1 3 5 7 6 123
126 Maguary PE 0.007 11 3 2 3 9 7 8 74
127 União Rondonópolis MT 0.006 5 1 2 3 5 10 6 140
128 Atlético Cearense CE 0.006 7 1 4 1 4 5 6 118
129 Oratório AP 0.006 4 1 1 5 7 15 7 146
130 Piauí PI 0.006 8 2 2 3 10 10 7 108
131 Real Noroeste ES 0.005 4 1 1 4 4 9 6 144
132 Altos PI 0.005 7 2 1 4 5 13 7 132
133 Central PE 0.005 8 2 2 2 6 5 6 106
134 Sousa PB 0.004 10 3 1 4 4 7 8 93
135 Retrô PE 0.004 4 1 1 5 8 15 7 145
136 Monte Roraima RR 0.003 6 1 3 3 5 8 7 135
137 Decisão PE 0.002 4 1 1 3 5 10 5 143
138 Atlético de Alagoinhas BA 0.002 3 1 0 6 4 14 7 151
139 Capital TO 0.002 1 0 1 0 1 1 1 158
140 Porto Velho EC RO 0.001 11 3 2 3 14 8 8 68
141 Guaporé RO 0.001 15 4 3 1 11 11 8 38
142 América de Propriá SE 0.001 1 0 1 0 1 1 1 157
143 Araguaina TO 0.001 14 4 2 1 19 7 7 41
144 GA Sampaio RR 0.001 2 0 2 5 3 11 7 155
145 Laguna RN 0.001 1 0 1 6 1 11 7 161
146 Primavera SP 0.000 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 44
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 77
149 Parnahyba PI 0 10 3 1 2 7 6 6 88
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 99
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 13, 2026.