Ranking football clubs by the dominant eigenvector of the normalized points-won matrix.
Brazil 2022
| ‹ 2021 | History | 2023 › |
|---|---|---|
| EP | Pts | W | D | L | GF | GA | GP | PR | ||
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Palmeiras | 9.050 | 90 | 26 | 12 | 4 | 72 | 31 | 42 | 1 |
| 2 | Internacional | 6.065 | 73 | 20 | 13 | 6 | 58 | 33 | 39 | 6 |
| 3 | Fluminense | 4.727 | 87 | 26 | 9 | 11 | 78 | 51 | 46 | 3 |
| 4 | Flamengo | 4.036 | 84 | 24 | 12 | 13 | 75 | 46 | 49 | 4 |
| 5 | Corinthians | 4.020 | 81 | 22 | 15 | 11 | 61 | 44 | 48 | 5 |
| 6 | Atlético Mineiro | 3.517 | 68 | 18 | 14 | 11 | 53 | 42 | 43 | 9 |
| 7 | Fortaleza | 3.505 | 65 | 18 | 11 | 15 | 54 | 43 | 44 | 13 |
| 8 | Athletico Paranaense | 3.422 | 71 | 20 | 11 | 13 | 61 | 53 | 44 | 7 |
| 9 | São Paulo | 3.057 | 69 | 17 | 18 | 13 | 67 | 52 | 48 | 8 |
| 10 | América Mineiro | 3.046 | 66 | 19 | 9 | 16 | 52 | 43 | 44 | 11 |
| 11 | Botafogo | 2.493 | 59 | 17 | 8 | 17 | 47 | 48 | 42 | 15 |
| 12 | Santos | 2.214 | 57 | 15 | 12 | 17 | 52 | 47 | 44 | 19 |
| 13 | Atlético Goianiense | 1.933 | 51 | 12 | 15 | 19 | 51 | 63 | 46 | 25 |
| 14 | América de Natal | 1.830 | 46 | 13 | 7 | 4 | 32 | 11 | 24 | 31 |
| 15 | Bragantino | 1.828 | 47 | 12 | 11 | 17 | 51 | 61 | 40 | 30 |
| 16 | Goiás | 1.799 | 46 | 11 | 13 | 14 | 40 | 53 | 38 | 32 |
| 17 | Ceará | 1.770 | 37 | 7 | 16 | 15 | 34 | 41 | 38 | 45 |
| 18 | Retrô PE | 1.716 | 34 | 10 | 4 | 2 | 28 | 8 | 16 | 50 |
| 19 | Pouso Alegre MG | 1.703 | 53 | 15 | 8 | 3 | 25 | 13 | 26 | 21 |
| 20 | Coritiba | 1.509 | 42 | 12 | 6 | 20 | 39 | 60 | 38 | 39 |
| 21 | Cuiabá | 1.501 | 41 | 10 | 11 | 17 | 31 | 42 | 38 | 41 |
| 22 | Avaí | 1.369 | 35 | 9 | 8 | 21 | 34 | 60 | 38 | 49 |
| 23 | Ceará CE | 1.152 | 15 | 5 | 0 | 1 | 10 | 2 | 6 | 108 |
| 24 | Lagarto SE | 1.021 | 33 | 8 | 9 | 2 | 28 | 16 | 19 | 57 |
| 25 | Juventude | 0.938 | 29 | 5 | 14 | 23 | 34 | 74 | 42 | 68 |
| 26 | São Bernardo | 0.825 | 41 | 11 | 8 | 3 | 23 | 8 | 22 | 40 |
| 27 | Cruzeiro | 0.825 | 87 | 26 | 9 | 9 | 68 | 33 | 44 | 2 |
| 28 | Globo RN | 0.760 | 16 | 4 | 4 | 8 | 17 | 18 | 16 | 105 |
| 29 | Afogados da Ingazeira PE | 0.748 | 22 | 6 | 4 | 6 | 24 | 16 | 16 | 84 |
| 30 | Icasa CE | 0.744 | 23 | 6 | 5 | 4 | 16 | 18 | 15 | 81 |
| 31 | ASA de Arapiraca | 0.741 | 33 | 9 | 6 | 5 | 19 | 16 | 20 | 59 |
| 32 | Amazonas | 0.736 | 43 | 12 | 7 | 3 | 46 | 20 | 22 | 36 |
| 33 | Caxias | 0.679 | 34 | 9 | 7 | 4 | 24 | 17 | 20 | 53 |
| 34 | Santa Cruz | 0.635 | 24 | 6 | 6 | 6 | 16 | 17 | 18 | 80 |
| 35 | Azuriz PR | 0.601 | 33 | 9 | 6 | 5 | 21 | 16 | 20 | 58 |
| 36 | Portuguesa RJ | 0.581 | 34 | 8 | 10 | 6 | 24 | 21 | 24 | 54 |
| 37 | Mirassol | 0.566 | 52 | 15 | 7 | 7 | 48 | 31 | 29 | 23 |
| 38 | ABC | 0.539 | 48 | 12 | 12 | 5 | 30 | 20 | 29 | 28 |
| 39 | Sousa PB | 0.529 | 24 | 7 | 3 | 7 | 20 | 21 | 17 | 79 |
| 40 | Tocantinópolis | 0.512 | 36 | 10 | 6 | 8 | 35 | 38 | 24 | 48 |
| 41 | Figueirense | 0.508 | 40 | 10 | 10 | 5 | 35 | 24 | 25 | 43 |
| 42 | Coritiba PR | 0.494 | 7 | 2 | 1 | 1 | 7 | 6 | 4 | 121 |
| 43 | Bahia de Feira BA | 0.489 | 29 | 7 | 8 | 4 | 22 | 16 | 19 | 66 |
| 44 | Aimoré RS | 0.467 | 31 | 9 | 4 | 3 | 18 | 14 | 16 | 62 |
| 45 | Paysandu | 0.459 | 40 | 11 | 7 | 9 | 38 | 27 | 27 | 42 |
| 46 | Jacuipense BA | 0.452 | 22 | 5 | 7 | 4 | 19 | 16 | 16 | 85 |
| 47 | Nova Venécia ES | 0.445 | 30 | 7 | 9 | 4 | 29 | 22 | 20 | 63 |
| 48 | Cascavel FC PR | 0.443 | 30 | 8 | 6 | 4 | 17 | 12 | 18 | 64 |
| 49 | Vasco da Gama | 0.441 | 66 | 18 | 12 | 10 | 50 | 37 | 40 | 10 |
| 50 | Botafogo SP | 0.407 | 42 | 13 | 3 | 10 | 37 | 31 | 26 | 37 |
| 51 | Botafogo PB | 0.405 | 29 | 7 | 8 | 4 | 17 | 13 | 19 | 67 |
| 52 | Real Noroeste ES | 0.396 | 31 | 8 | 7 | 5 | 27 | 21 | 20 | 61 |
| 53 | Ypiranga | 0.369 | 28 | 7 | 7 | 5 | 25 | 20 | 19 | 70 |
| 54 | Grêmio Porto Alegre | 0.366 | 65 | 17 | 14 | 8 | 52 | 29 | 39 | 12 |
| 55 | Moto Club MA | 0.364 | 34 | 10 | 4 | 6 | 30 | 21 | 20 | 52 |
| 56 | Bahia | 0.359 | 62 | 17 | 11 | 10 | 43 | 29 | 38 | 14 |
| 57 | Paraná Clube | 0.357 | 26 | 6 | 8 | 5 | 14 | 12 | 19 | 73 |
| 58 | Aparecidense | 0.338 | 36 | 10 | 6 | 9 | 31 | 28 | 25 | 46 |
| 59 | Vitória | 0.338 | 38 | 10 | 8 | 7 | 25 | 21 | 25 | 44 |
| 60 | Volta Redonda | 0.330 | 36 | 11 | 3 | 12 | 38 | 37 | 26 | 47 |
| 61 | Remo | 0.329 | 26 | 7 | 5 | 7 | 25 | 22 | 19 | 72 |
| 62 | Oeste | 0.316 | 22 | 5 | 7 | 4 | 15 | 16 | 16 | 87 |
| 63 | Ituano | 0.309 | 57 | 15 | 12 | 11 | 42 | 34 | 38 | 17 |
| 64 | São Paulo Crystal PB | 0.303 | 13 | 3 | 4 | 7 | 13 | 26 | 14 | 116 |
| 65 | Sport Recife | 0.302 | 57 | 15 | 12 | 11 | 37 | 31 | 38 | 18 |
| 66 | Manaus | 0.300 | 25 | 6 | 7 | 6 | 16 | 21 | 19 | 77 |
| 67 | Juazeirense BA | 0.295 | 18 | 4 | 6 | 8 | 11 | 18 | 18 | 98 |
| 68 | Sampaio Corrêa | 0.293 | 58 | 16 | 10 | 12 | 48 | 42 | 38 | 16 |
| 69 | Criciúma | 0.285 | 56 | 14 | 14 | 10 | 43 | 31 | 38 | 20 |
| 70 | São José RS | 0.284 | 26 | 7 | 5 | 7 | 33 | 27 | 19 | 71 |
| 71 | Sergipe SE | 0.279 | 18 | 4 | 6 | 5 | 14 | 17 | 15 | 97 |
| 72 | Inter de Limeira SP | 0.276 | 17 | 4 | 5 | 5 | 16 | 16 | 14 | 99 |
| 73 | Rio Branco AC | 0.273 | 32 | 8 | 8 | 3 | 25 | 12 | 19 | 60 |
| 74 | Cuiabá MT | 0.270 | 6 | 1 | 3 | 0 | 5 | 3 | 4 | 123 |
| 75 | Fluminense PI | 0.260 | 21 | 5 | 6 | 5 | 26 | 20 | 16 | 91 |
| 76 | Guarani | 0.249 | 51 | 13 | 12 | 13 | 33 | 36 | 38 | 24 |
| 77 | Vila Nova | 0.247 | 47 | 9 | 20 | 9 | 28 | 31 | 38 | 29 |
| 78 | Brasiliense | 0.237 | 34 | 10 | 4 | 2 | 24 | 14 | 16 | 51 |
| 79 | Confiança | 0.234 | 23 | 6 | 5 | 8 | 12 | 17 | 19 | 82 |
| 80 | Floresta | 0.231 | 23 | 6 | 5 | 8 | 17 | 25 | 19 | 83 |
| 81 | Goiás GO | 0.224 | 8 | 2 | 2 | 2 | 4 | 6 | 6 | 119 |
| 82 | Nova Iguaçu RJ | 0.216 | 21 | 5 | 6 | 4 | 13 | 14 | 15 | 93 |
| 83 | Juventude MA | 0.214 | 21 | 5 | 6 | 5 | 15 | 16 | 16 | 92 |
| 84 | Campinense | 0.213 | 17 | 4 | 5 | 11 | 15 | 28 | 20 | 101 |
| 85 | Pacajus CE | 0.211 | 22 | 5 | 7 | 4 | 16 | 14 | 16 | 86 |
| 86 | São Luiz RS | 0.204 | 18 | 4 | 6 | 4 | 18 | 17 | 14 | 95 |
| 87 | Clube de Regatas Brasil | 0.203 | 50 | 13 | 11 | 14 | 35 | 43 | 38 | 26 |
| 88 | Ponte Preta | 0.203 | 49 | 12 | 13 | 14 | 34 | 37 | 39 | 27 |
| 89 | Londrina | 0.201 | 53 | 14 | 11 | 13 | 36 | 37 | 38 | 22 |
| 90 | Tombense | 0.194 | 45 | 10 | 15 | 13 | 38 | 47 | 38 | 34 |
| 91 | CSE AL | 0.193 | 14 | 3 | 5 | 6 | 19 | 22 | 14 | 113 |
| 92 | Figueirense SC | 0.192 | 2 | 0 | 2 | 0 | 2 | 2 | 2 | 137 |
| 93 | Chapecoense | 0.183 | 45 | 11 | 12 | 16 | 39 | 42 | 39 | 33 |
| 94 | Grêmio Novorizontino | 0.177 | 44 | 11 | 11 | 16 | 44 | 49 | 38 | 35 |
| 95 | Atlético Cearense | 0.176 | 19 | 5 | 4 | 10 | 17 | 35 | 19 | 94 |
| 96 | Altos | 0.175 | 25 | 7 | 4 | 12 | 24 | 36 | 23 | 78 |
| 97 | São Raimundo AM | 0.171 | 25 | 6 | 7 | 4 | 22 | 18 | 17 | 75 |
| 98 | CS Alagoano | 0.162 | 42 | 9 | 15 | 14 | 29 | 37 | 38 | 38 |
| 99 | São Raimundo RR | 0.159 | 25 | 6 | 7 | 4 | 22 | 18 | 17 | 76 |
| 100 | U.R.T. MG | 0.153 | 17 | 4 | 5 | 6 | 14 | 27 | 15 | 102 |
| 101 | Castanhal PA | 0.144 | 18 | 4 | 6 | 5 | 17 | 16 | 15 | 96 |
| 102 | Ferroviária SP | 0.143 | 16 | 4 | 4 | 7 | 15 | 15 | 15 | 103 |
| 103 | Anápolis | 0.141 | 28 | 8 | 4 | 4 | 22 | 16 | 16 | 69 |
| 104 | Brasil de Pelotas | 0.140 | 17 | 4 | 5 | 10 | 19 | 29 | 19 | 100 |
| 105 | Juventus SC | 0.132 | 12 | 2 | 6 | 6 | 11 | 17 | 14 | 117 |
| 106 | Ferroviário CE | 0.128 | 16 | 5 | 1 | 14 | 16 | 29 | 20 | 106 |
| 107 | Atlético de Alagoinhas BA | 0.123 | 11 | 2 | 5 | 8 | 14 | 25 | 15 | 118 |
| 108 | Cianorte PR | 0.122 | 14 | 3 | 5 | 6 | 14 | 15 | 14 | 112 |
| 109 | Operário Ferroviário | 0.122 | 34 | 7 | 13 | 18 | 31 | 53 | 38 | 56 |
| 110 | Brusque | 0.121 | 34 | 8 | 10 | 20 | 21 | 38 | 38 | 55 |
| 111 | Santo André | 0.115 | 15 | 4 | 3 | 7 | 12 | 13 | 14 | 110 |
| 112 | 4 de Julho PI | 0.111 | 13 | 2 | 7 | 5 | 13 | 19 | 14 | 115 |
| 113 | Operário MT | 0.109 | 22 | 6 | 4 | 7 | 11 | 16 | 17 | 89 |
| 114 | Porto Velho EC RO | 0.108 | 21 | 6 | 3 | 6 | 29 | 22 | 15 | 90 |
| 115 | Tuna Luso PA | 0.103 | 16 | 4 | 4 | 8 | 13 | 27 | 16 | 107 |
| 116 | Marcílio Dias SC | 0.097 | 14 | 4 | 2 | 8 | 14 | 20 | 14 | 114 |
| 117 | Tombense MG | 0.095 | 2 | 0 | 2 | 2 | 1 | 5 | 4 | 141 |
| 118 | Crato CE | 0.093 | 5 | 1 | 2 | 11 | 5 | 33 | 14 | 127 |
| 119 | Costa Rica MS | 0.087 | 22 | 6 | 4 | 7 | 15 | 18 | 17 | 88 |
| 120 | Pérolas Negras RJ | 0.084 | 8 | 1 | 5 | 8 | 9 | 23 | 14 | 120 |
| 121 | Ceilândia DF | 0.080 | 26 | 8 | 2 | 8 | 19 | 19 | 18 | 74 |
| 122 | Náutico | 0.079 | 30 | 8 | 6 | 24 | 32 | 65 | 38 | 65 |
| 123 | Brasiliense DF | 0.066 | 2 | 0 | 2 | 2 | 3 | 7 | 4 | 140 |
| 124 | CSA AL | 0.059 | 4 | 1 | 1 | 2 | 5 | 7 | 4 | 130 |
| 125 | Grêmio Anápolis GO | 0.057 | 15 | 3 | 6 | 6 | 12 | 14 | 15 | 111 |
| 126 | Iporá GO | 0.052 | 15 | 3 | 6 | 5 | 12 | 12 | 14 | 109 |
| 127 | Caldense MG | 0.041 | 5 | 1 | 2 | 11 | 8 | 20 | 14 | 125 |
| 128 | Trem AP | 0.039 | 16 | 4 | 4 | 7 | 29 | 30 | 15 | 104 |
| 129 | Próspera SC | 0.038 | 6 | 1 | 3 | 10 | 9 | 20 | 14 | 124 |
| 130 | Manaus AM | 0.038 | 3 | 1 | 0 | 1 | 1 | 2 | 2 | 136 |
| 131 | Bahia BA | 0.036 | 2 | 0 | 2 | 2 | 3 | 5 | 4 | 138 |
| 132 | Remo PA | 0.036 | 3 | 1 | 0 | 1 | 2 | 2 | 2 | 132 |
| 133 | Tuntum MA | 0.033 | 3 | 1 | 0 | 1 | 4 | 5 | 2 | 133 |
| 134 | Humaitá AC | 0.031 | 7 | 1 | 4 | 10 | 13 | 34 | 15 | 122 |
| 135 | Vila Nova GO | 0.027 | 2 | 0 | 2 | 2 | 4 | 7 | 4 | 139 |
| 136 | Sampaio Corrêa MA | 0.024 | 3 | 1 | 0 | 1 | 2 | 3 | 2 | 134 |
| 137 | Guarani SP | 0.018 | 4 | 1 | 1 | 0 | 3 | 2 | 2 | 129 |
| 138 | Vitória BA | 0.018 | 4 | 1 | 1 | 2 | 3 | 5 | 4 | 131 |
| 139 | Criciúma SC | 0.018 | 1 | 0 | 1 | 1 | 0 | 1 | 2 | 143 |
| 140 | Avaí SC | 0.013 | 1 | 0 | 1 | 1 | 2 | 3 | 2 | 142 |
| 141 | Ação MT | 0.010 | 5 | 1 | 2 | 11 | 12 | 30 | 14 | 126 |
| 142 | Náutico RR | 0.008 | 5 | 1 | 2 | 11 | 15 | 57 | 14 | 128 |
| 143 | Glória RS | 0 | 3 | 1 | 0 | 1 | 1 | 2 | 2 | 135 |
| 143 | Operário Ferroviário PR | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 1 | 144 |
| 143 | Brasil de Pelotas RS | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 145 |
| 143 | CR Brasil AL | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 146 |
| 143 | Grêmio Novorizontino SP | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 147 |
| 143 | Maricá RJ | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 148 |
| 143 | Náutico PE | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 149 |
| 143 | Sport Recife PE | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 150 |
| 143 | ASA AL | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 151 |
| 143 | Londrina PR | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 152 |
| 143 | Osasco Sporting SP | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 153 |
| 143 | Salgueiro PE | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 154 |
| 143 | União Rondonópolis MT | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 155 |
EigenPoints, Points, Wins, Draws, Losses, GoalsFor, GoalsAgainst, GamesPlayed, PointsRank.
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