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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