Ranking football clubs by the dominant eigenvector of the normalized points-won matrix.
Brazil 2020
| ‹ 2019 | 2021 › | |
|---|---|---|
| EP | Pts | W | D | L | GF | GA | GP | PR | ||
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Internacional | 4.148 | 79 | 23 | 10 | 9 | 66 | 38 | 42 | 3 |
| 2 | Flamengo | 3.877 | 80 | 24 | 8 | 11 | 76 | 55 | 43 | 2 |
| 3 | Atlético Mineiro | 3.577 | 70 | 20 | 10 | 10 | 66 | 47 | 40 | 10 |
| 4 | Fluminense | 3.485 | 76 | 22 | 10 | 12 | 66 | 48 | 44 | 6 |
| 5 | Palmeiras | 3.213 | 78 | 21 | 15 | 10 | 66 | 41 | 46 | 4 |
| 6 | Grêmio Porto Alegre | 3.167 | 75 | 19 | 18 | 9 | 60 | 44 | 46 | 8 |
| 7 | São Paulo | 3.153 | 75 | 20 | 15 | 9 | 69 | 48 | 44 | 7 |
| 8 | América Mineiro | 2.953 | 93 | 25 | 18 | 7 | 56 | 32 | 50 | 1 |
| 9 | Ceará | 2.585 | 73 | 20 | 13 | 15 | 72 | 62 | 48 | 9 |
| 10 | Mirassol | 2.317 | 50 | 15 | 5 | 4 | 49 | 15 | 24 | 28 |
| 11 | Bragantino | 2.236 | 53 | 13 | 14 | 13 | 51 | 44 | 40 | 22 |
| 12 | Chapecoense | 2.203 | 77 | 21 | 14 | 5 | 44 | 21 | 40 | 5 |
| 13 | Atlético Goianiense | 2.101 | 60 | 15 | 15 | 16 | 49 | 53 | 46 | 16 |
| 14 | Santos | 2.015 | 55 | 14 | 13 | 13 | 52 | 52 | 40 | 20 |
| 15 | Corinthians | 1.836 | 52 | 13 | 13 | 14 | 46 | 47 | 40 | 26 |
| 16 | Athletico Paranaense | 1.633 | 53 | 15 | 8 | 18 | 40 | 43 | 41 | 23 |
| 17 | Ferroviária SP | 1.449 | 38 | 11 | 5 | 4 | 39 | 15 | 20 | 47 |
| 18 | Fortaleza | 1.445 | 43 | 10 | 13 | 17 | 39 | 49 | 40 | 40 |
| 19 | Cuiabá | 1.356 | 65 | 18 | 11 | 13 | 50 | 44 | 42 | 13 |
| 20 | Goiás | 1.314 | 46 | 12 | 10 | 20 | 47 | 65 | 42 | 34 |
| 21 | Vasco da Gama | 1.303 | 49 | 12 | 13 | 19 | 41 | 60 | 44 | 29 |
| 22 | Grêmio Novorizontino | 1.283 | 45 | 13 | 6 | 4 | 31 | 14 | 23 | 36 |
| 23 | Juventude | 1.245 | 68 | 18 | 14 | 14 | 57 | 48 | 46 | 12 |
| 24 | Sport Recife | 1.213 | 42 | 12 | 6 | 21 | 32 | 52 | 39 | 42 |
| 25 | Bahia | 1.173 | 44 | 12 | 8 | 19 | 48 | 60 | 39 | 37 |
| 26 | Floresta | 1.170 | 40 | 10 | 10 | 4 | 36 | 22 | 24 | 45 |
| 27 | Ponte Preta | 1.116 | 68 | 19 | 11 | 14 | 64 | 55 | 44 | 11 |
| 28 | Operário Ferroviário | 1.078 | 60 | 16 | 12 | 12 | 43 | 36 | 40 | 15 |
| 29 | Cruzeiro | 1.057 | 58 | 14 | 16 | 12 | 43 | 38 | 42 | 18 |
| 30 | Brasiliense DF | 1.048 | 43 | 13 | 4 | 3 | 42 | 17 | 20 | 38 |
| 31 | Botafogo | 1.045 | 40 | 8 | 16 | 22 | 38 | 66 | 46 | 46 |
| 32 | Figueirense | 1.006 | 48 | 12 | 12 | 18 | 39 | 53 | 42 | 32 |
| 33 | Brasil de Pelotas | 0.985 | 53 | 12 | 17 | 13 | 35 | 38 | 42 | 24 |
| 34 | CS Alagoano | 0.945 | 58 | 16 | 10 | 13 | 51 | 39 | 39 | 17 |
| 35 | América de Natal | 0.929 | 40 | 10 | 10 | 4 | 39 | 17 | 24 | 44 |
| 36 | Clube de Regatas Brasil | 0.919 | 63 | 18 | 9 | 17 | 56 | 53 | 44 | 14 |
| 37 | Vitória | 0.918 | 52 | 12 | 16 | 14 | 51 | 51 | 42 | 25 |
| 38 | Avaí | 0.900 | 55 | 16 | 7 | 16 | 45 | 51 | 39 | 21 |
| 39 | Coritiba | 0.888 | 31 | 7 | 10 | 22 | 31 | 55 | 39 | 61 |
| 40 | Sampaio Corrêa | 0.886 | 57 | 17 | 6 | 16 | 51 | 40 | 39 | 19 |
| 41 | São Luiz RS | 0.865 | 31 | 8 | 7 | 4 | 21 | 16 | 19 | 60 |
| 42 | Altos | 0.856 | 43 | 13 | 4 | 6 | 41 | 27 | 23 | 39 |
| 43 | Vila Nova | 0.832 | 51 | 14 | 9 | 5 | 35 | 21 | 28 | 27 |
| 44 | Santa Cruz PE | 0.808 | 45 | 13 | 6 | 5 | 40 | 23 | 24 | 35 |
| 45 | Marcílio Dias SC | 0.800 | 30 | 7 | 9 | 4 | 21 | 17 | 20 | 63 |
| 46 | Salgueiro PE | 0.796 | 31 | 8 | 7 | 3 | 27 | 14 | 18 | 58 |
| 47 | Náutico | 0.734 | 48 | 11 | 15 | 14 | 38 | 43 | 40 | 30 |
| 48 | Guarani | 0.720 | 48 | 13 | 9 | 16 | 41 | 48 | 38 | 31 |
| 49 | Cabofriense RJ | 0.716 | 26 | 7 | 5 | 4 | 27 | 19 | 16 | 73 |
| 50 | River PI | 0.691 | 34 | 10 | 4 | 4 | 24 | 14 | 18 | 53 |
| 51 | Cascavel FC PR | 0.658 | 27 | 8 | 3 | 5 | 25 | 19 | 16 | 67 |
| 52 | Caxias | 0.647 | 25 | 6 | 7 | 4 | 20 | 13 | 17 | 77 |
| 53 | Confiança | 0.606 | 46 | 12 | 10 | 16 | 38 | 46 | 38 | 33 |
| 54 | Portuguesa RJ | 0.576 | 23 | 6 | 5 | 3 | 21 | 11 | 14 | 84 |
| 55 | Goiânia GO | 0.544 | 33 | 9 | 6 | 3 | 27 | 20 | 18 | 57 |
| 56 | Brusque SC | 0.523 | 38 | 10 | 8 | 6 | 32 | 32 | 24 | 51 |
| 57 | Aparecidense | 0.519 | 35 | 10 | 5 | 5 | 44 | 22 | 20 | 52 |
| 58 | Paraná Clube | 0.505 | 43 | 11 | 10 | 21 | 40 | 55 | 42 | 41 |
| 59 | Paysandu | 0.482 | 38 | 10 | 8 | 8 | 33 | 24 | 26 | 48 |
| 60 | Bangu RJ | 0.473 | 18 | 4 | 6 | 5 | 14 | 20 | 15 | 101 |
| 61 | Londrina | 0.465 | 38 | 10 | 8 | 7 | 27 | 23 | 25 | 50 |
| 62 | Ypiranga | 0.458 | 38 | 11 | 5 | 8 | 39 | 35 | 24 | 49 |
| 63 | Remo PA | 0.450 | 41 | 11 | 8 | 7 | 30 | 23 | 26 | 43 |
| 64 | Brusque | 0.448 | 12 | 4 | 0 | 2 | 10 | 9 | 6 | 110 |
| 65 | Botafogo SP | 0.441 | 34 | 8 | 10 | 20 | 26 | 39 | 38 | 55 |
| 66 | Joinville SC | 0.428 | 20 | 5 | 5 | 4 | 17 | 11 | 14 | 95 |
| 67 | Campinense | 0.408 | 16 | 3 | 7 | 5 | 13 | 15 | 15 | 105 |
| 68 | Ituano SP | 0.405 | 34 | 9 | 7 | 8 | 35 | 30 | 24 | 54 |
| 69 | São José RS | 0.404 | 27 | 7 | 6 | 9 | 18 | 26 | 22 | 71 |
| 70 | Pelotas RS | 0.403 | 20 | 5 | 5 | 4 | 21 | 11 | 14 | 94 |
| 71 | Globo RN | 0.396 | 25 | 6 | 7 | 5 | 21 | 21 | 18 | 79 |
| 72 | Goianésia GO | 0.391 | 27 | 7 | 6 | 5 | 26 | 22 | 18 | 69 |
| 73 | Oeste | 0.388 | 29 | 7 | 8 | 23 | 28 | 60 | 38 | 66 |
| 74 | Moto Club MA | 0.377 | 27 | 7 | 6 | 4 | 27 | 22 | 17 | 68 |
| 75 | Gama DF | 0.370 | 33 | 10 | 3 | 3 | 32 | 14 | 16 | 56 |
| 76 | Manaus AM | 0.366 | 26 | 6 | 8 | 4 | 19 | 18 | 18 | 76 |
| 77 | Afogados da Ingazeira PE | 0.331 | 17 | 5 | 2 | 11 | 20 | 40 | 18 | 104 |
| 78 | Tombense MG | 0.328 | 27 | 7 | 6 | 5 | 21 | 18 | 18 | 70 |
| 79 | Coruripe AL | 0.322 | 25 | 7 | 4 | 6 | 14 | 22 | 17 | 80 |
| 80 | São Raimundo RR | 0.316 | 22 | 6 | 4 | 5 | 18 | 10 | 15 | 87 |
| 81 | Real Noroeste ES | 0.306 | 26 | 7 | 5 | 6 | 27 | 24 | 18 | 75 |
| 82 | Vitória da Conquista BA | 0.292 | 25 | 7 | 4 | 5 | 28 | 28 | 16 | 78 |
| 83 | Itabaiana SE | 0.286 | 24 | 6 | 6 | 4 | 32 | 23 | 16 | 81 |
| 84 | Jacuipense BA | 0.284 | 24 | 6 | 6 | 6 | 19 | 21 | 18 | 83 |
| 85 | ABC | 0.282 | 30 | 8 | 6 | 4 | 28 | 10 | 18 | 62 |
| 86 | Águia Negra MS | 0.281 | 22 | 6 | 4 | 6 | 24 | 33 | 16 | 89 |
| 87 | Volta Redonda | 0.265 | 23 | 5 | 8 | 6 | 31 | 24 | 19 | 85 |
| 88 | XV de Piracicaba SP | 0.263 | 4 | 1 | 1 | 0 | 2 | 1 | 2 | 122 |
| 89 | Juventude MA | 0.259 | 26 | 7 | 5 | 6 | 25 | 19 | 18 | 74 |
| 90 | Central PE | 0.252 | 21 | 4 | 9 | 1 | 19 | 10 | 14 | 90 |
| 91 | Ferroviário CE | 0.236 | 23 | 6 | 5 | 7 | 27 | 22 | 18 | 86 |
| 92 | Botafogo PB | 0.221 | 21 | 4 | 9 | 7 | 19 | 19 | 20 | 92 |
| 93 | Atlético PB | 0.214 | 16 | 5 | 1 | 8 | 17 | 21 | 14 | 106 |
| 94 | Galvez AC | 0.204 | 29 | 8 | 5 | 6 | 29 | 26 | 19 | 65 |
| 95 | Fast Clube AM | 0.201 | 31 | 8 | 7 | 6 | 31 | 24 | 21 | 59 |
| 96 | Vitória ES | 0.197 | 19 | 6 | 1 | 9 | 20 | 24 | 16 | 98 |
| 97 | Potiguar de Mossoró RN | 0.182 | 19 | 4 | 7 | 3 | 27 | 24 | 14 | 96 |
| 98 | Atlético de Alagoinhas BA | 0.174 | 26 | 7 | 5 | 5 | 29 | 20 | 17 | 72 |
| 99 | Criciúma | 0.173 | 19 | 4 | 7 | 8 | 21 | 29 | 19 | 99 |
| 100 | Osasco Sporting SP | 0.171 | 2 | 0 | 2 | 0 | 2 | 2 | 2 | 131 |
| 101 | Treze PB | 0.168 | 19 | 4 | 7 | 7 | 19 | 21 | 18 | 97 |
| 102 | Guarany de Sobral CE | 0.168 | 11 | 2 | 5 | 7 | 10 | 20 | 14 | 115 |
| 103 | Tupynambás MG | 0.162 | 24 | 6 | 6 | 4 | 20 | 21 | 16 | 82 |
| 104 | Operário MT | 0.161 | 13 | 3 | 4 | 8 | 13 | 24 | 15 | 109 |
| 105 | São Bento SP | 0.161 | 17 | 3 | 8 | 7 | 13 | 19 | 18 | 102 |
| 106 | Bragantino PA | 0.156 | 29 | 8 | 5 | 4 | 31 | 19 | 17 | 64 |
| 107 | Baré RO | 0.153 | 19 | 5 | 4 | 7 | 19 | 27 | 16 | 100 |
| 108 | Boa Esporte MG | 0.147 | 15 | 2 | 9 | 7 | 17 | 23 | 18 | 107 |
| 109 | Santos AP | 0.133 | 12 | 3 | 3 | 9 | 13 | 27 | 15 | 113 |
| 110 | Bahia de Feira BA | 0.119 | 21 | 6 | 3 | 7 | 25 | 20 | 16 | 91 |
| 111 | Santa Cruz | 0.116 | 2 | 0 | 2 | 0 | 1 | 1 | 2 | 132 |
| 112 | Tocantinópolis | 0.105 | 3 | 1 | 0 | 1 | 1 | 4 | 2 | 129 |
| 113 | Manaus | 0.089 | 3 | 1 | 0 | 1 | 1 | 1 | 2 | 126 |
| 114 | São Caetano SP | 0.078 | 6 | 1 | 3 | 10 | 5 | 35 | 14 | 120 |
| 115 | Rio Branco AC | 0.070 | 21 | 5 | 6 | 5 | 18 | 19 | 16 | 93 |
| 116 | União Rondonópolis MT | 0.067 | 11 | 3 | 2 | 10 | 18 | 31 | 15 | 116 |
| 117 | Tubarão SC | 0.066 | 7 | 1 | 4 | 9 | 8 | 23 | 14 | 118 |
| 118 | Nacional PR | 0.059 | 5 | 1 | 2 | 11 | 9 | 45 | 14 | 121 |
| 119 | Boa Esporte | 0.057 | 2 | 0 | 2 | 0 | 2 | 2 | 2 | 130 |
| 120 | Ji-Paraná RO | 0.057 | 22 | 6 | 4 | 6 | 20 | 23 | 16 | 88 |
| 121 | Vilhenense RO | 0.053 | 12 | 2 | 6 | 7 | 16 | 23 | 15 | 111 |
| 122 | Freipaulistano SE | 0.053 | 11 | 2 | 5 | 8 | 13 | 17 | 15 | 114 |
| 123 | Lagarto SE | 0.053 | 3 | 1 | 0 | 1 | 2 | 3 | 2 | 127 |
| 124 | Independente PA | 0.048 | 17 | 5 | 2 | 8 | 22 | 33 | 15 | 103 |
| 125 | Sinop MT | 0.046 | 7 | 2 | 1 | 11 | 9 | 27 | 14 | 119 |
| 126 | Gama | 0.045 | 1 | 0 | 1 | 0 | 3 | 3 | 1 | 134 |
| 127 | Caldense MG | 0.038 | 15 | 4 | 3 | 7 | 10 | 21 | 14 | 108 |
| 128 | Brasiliense | 0.037 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 135 |
| 129 | Santo André | 0.035 | 3 | 1 | 0 | 1 | 4 | 3 | 2 | 125 |
| 130 | Jacyobá AL | 0.033 | 4 | 0 | 4 | 10 | 17 | 54 | 14 | 124 |
| 131 | Imperatriz MA | 0.031 | 2 | 0 | 2 | 17 | 10 | 60 | 19 | 133 |
| 132 | Villa Nova MG | 0.031 | 12 | 3 | 3 | 8 | 11 | 23 | 14 | 112 |
| 133 | Atlético Acreano AC | 0.022 | 8 | 0 | 8 | 7 | 15 | 32 | 15 | 117 |
| 134 | Toledo PR | 0.018 | 4 | 1 | 1 | 13 | 12 | 42 | 15 | 123 |
| 135 | Remo | 0.013 | 3 | 1 | 0 | 1 | 3 | 6 | 2 | 128 |
| 136 | Caucaia CE | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 1 | 136 |
| 136 | Novo Hamburgo RS | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 1 | 137 |
| 136 | Nacional AM | 0 | 0 | 0 | 0 | 2 | 2 | 4 | 2 | 138 |
| 136 | Luverdense | 0 | 0 | 0 | 0 | 1 | 1 | 3 | 1 | 139 |
| 136 | Boavista RJ | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 140 |
| 136 | Barbalha CE | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 141 |
| 136 | Ypiranga AP | 0 | 0 | 0 | 0 | 2 | 0 | 4 | 2 | 142 |
| 136 | Aquidauanense MS | 0 | 0 | 0 | 0 | 3 | 2 | 7 | 3 | 143 |
| 136 | Palmas TO | 0 | 0 | 0 | 0 | 15 | 4 | 41 | 15 | 144 |
EigenPoints, Points, Wins, Draws, Losses, GoalsFor, GoalsAgainst, GamesPlayed, PointsRank.
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