Ranking football clubs by the dominant eigenvector of the normalized points-won matrix.
Brazil 2021
| ‹ 2020 | 2022 › | |
|---|---|---|
| EP | Pts | W | D | L | GF | GA | GP | PR | ||
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Atlético Mineiro | 9.232 | 111 | 35 | 6 | 7 | 89 | 40 | 48 | 1 |
| 2 | Flamengo | 6.074 | 91 | 27 | 10 | 10 | 89 | 43 | 47 | 2 |
| 3 | Bragantino | 3.900 | 65 | 17 | 14 | 11 | 62 | 52 | 42 | 10 |
| 4 | Palmeiras | 3.545 | 70 | 21 | 7 | 13 | 61 | 46 | 41 | 6 |
| 5 | Fortaleza | 3.534 | 78 | 23 | 9 | 16 | 59 | 56 | 48 | 3 |
| 6 | Atlético Goianiense | 3.455 | 64 | 16 | 16 | 12 | 43 | 41 | 44 | 13 |
| 7 | Corinthians | 2.995 | 62 | 16 | 14 | 12 | 44 | 39 | 42 | 14 |
| 8 | América Mineiro | 2.887 | 59 | 14 | 17 | 11 | 45 | 40 | 42 | 17 |
| 9 | Santos | 2.761 | 59 | 15 | 14 | 15 | 42 | 44 | 44 | 18 |
| 10 | Ceará | 2.569 | 51 | 11 | 18 | 11 | 40 | 42 | 40 | 27 |
| 11 | Fluminense | 2.557 | 60 | 17 | 9 | 18 | 46 | 45 | 44 | 16 |
| 12 | Athletico Paranaense | 2.476 | 65 | 18 | 11 | 19 | 55 | 57 | 48 | 11 |
| 13 | Cuiabá | 2.444 | 49 | 10 | 19 | 11 | 34 | 37 | 40 | 33 |
| 14 | São Paulo | 2.416 | 58 | 14 | 16 | 14 | 49 | 49 | 44 | 20 |
| 15 | Bahia | 2.348 | 58 | 16 | 10 | 18 | 57 | 56 | 44 | 19 |
| 16 | Juventude | 2.222 | 50 | 12 | 14 | 14 | 40 | 45 | 40 | 31 |
| 17 | Internacional | 2.082 | 51 | 13 | 12 | 15 | 46 | 45 | 40 | 26 |
| 18 | Grêmio Porto Alegre | 1.922 | 53 | 15 | 8 | 21 | 50 | 57 | 44 | 25 |
| 19 | Sport Recife | 1.311 | 38 | 9 | 11 | 19 | 26 | 40 | 39 | 47 |
| 20 | Avaí | 1.225 | 71 | 20 | 11 | 11 | 48 | 37 | 42 | 5 |
| 21 | Botafogo | 1.222 | 73 | 21 | 10 | 9 | 62 | 35 | 40 | 4 |
| 22 | Juazeirense BA | 1.219 | 38 | 10 | 8 | 3 | 30 | 22 | 21 | 46 |
| 23 | Clube de Regatas Brasil | 1.210 | 69 | 19 | 12 | 13 | 54 | 46 | 44 | 7 |
| 24 | Goiás | 1.154 | 65 | 17 | 14 | 8 | 49 | 34 | 39 | 9 |
| 25 | Ituano SP | 1.023 | 50 | 14 | 8 | 4 | 37 | 22 | 26 | 30 |
| 26 | ABC | 0.988 | 50 | 15 | 5 | 8 | 52 | 33 | 28 | 29 |
| 27 | Coritiba PR | 0.984 | 64 | 18 | 10 | 10 | 49 | 35 | 38 | 12 |
| 28 | CS Alagoano | 0.951 | 66 | 19 | 9 | 12 | 54 | 35 | 40 | 8 |
| 29 | Criciúma | 0.942 | 46 | 12 | 10 | 8 | 27 | 24 | 30 | 39 |
| 30 | Grêmio Novorizontino | 0.941 | 48 | 15 | 3 | 6 | 31 | 20 | 24 | 35 |
| 31 | Cruzeiro | 0.922 | 55 | 12 | 19 | 11 | 47 | 48 | 42 | 22 |
| 32 | Guarani | 0.906 | 60 | 16 | 12 | 10 | 54 | 41 | 38 | 15 |
| 33 | Vila Nova | 0.898 | 55 | 13 | 16 | 13 | 39 | 39 | 42 | 21 |
| 34 | Chapecoense | 0.806 | 18 | 2 | 12 | 26 | 30 | 71 | 40 | 98 |
| 35 | Náutico | 0.744 | 53 | 14 | 11 | 13 | 50 | 50 | 38 | 23 |
| 36 | Ponte Preta | 0.732 | 53 | 13 | 14 | 13 | 42 | 42 | 40 | 24 |
| 37 | Volta Redonda | 0.711 | 30 | 7 | 9 | 4 | 27 | 19 | 20 | 61 |
| 38 | Tombense MG | 0.687 | 39 | 9 | 12 | 5 | 31 | 24 | 26 | 45 |
| 39 | Ferroviária SP | 0.653 | 42 | 12 | 6 | 1 | 29 | 8 | 19 | 42 |
| 40 | Vitória | 0.641 | 49 | 11 | 16 | 17 | 37 | 38 | 44 | 32 |
| 41 | Aparecidense | 0.628 | 46 | 13 | 7 | 4 | 31 | 15 | 24 | 38 |
| 42 | Vasco da Gama RJ | 0.615 | 49 | 13 | 10 | 15 | 43 | 52 | 38 | 34 |
| 43 | Operário Ferroviário | 0.603 | 51 | 14 | 9 | 17 | 39 | 49 | 40 | 28 |
| 44 | Retrô PE | 0.579 | 25 | 5 | 10 | 3 | 22 | 19 | 18 | 76 |
| 45 | Ferroviário CE | 0.569 | 28 | 6 | 10 | 4 | 16 | 13 | 20 | 69 |
| 46 | Brusque | 0.550 | 48 | 13 | 9 | 17 | 44 | 57 | 39 | 36 |
| 47 | Botafogo PB | 0.531 | 35 | 8 | 11 | 5 | 20 | 15 | 24 | 51 |
| 48 | 4 de Julho PI | 0.526 | 35 | 10 | 5 | 7 | 27 | 26 | 22 | 52 |
| 49 | Paysandu | 0.525 | 35 | 9 | 8 | 9 | 27 | 31 | 26 | 53 |
| 50 | Sampaio Corrêa | 0.523 | 47 | 12 | 11 | 16 | 42 | 44 | 39 | 37 |
| 51 | Sergipe SE | 0.514 | 25 | 6 | 7 | 3 | 18 | 10 | 16 | 73 |
| 52 | Itabaiana SE | 0.486 | 27 | 7 | 6 | 3 | 23 | 16 | 16 | 70 |
| 53 | América de Natal | 0.477 | 37 | 10 | 7 | 5 | 35 | 24 | 22 | 48 |
| 54 | Remo PA | 0.473 | 43 | 11 | 10 | 17 | 31 | 42 | 38 | 41 |
| 55 | Atlético Cearense | 0.472 | 27 | 7 | 6 | 7 | 29 | 28 | 20 | 71 |
| 56 | Manaus AM | 0.461 | 32 | 8 | 8 | 8 | 31 | 33 | 24 | 57 |
| 57 | Londrina | 0.450 | 44 | 11 | 11 | 16 | 31 | 41 | 38 | 40 |
| 58 | Ypiranga | 0.428 | 39 | 10 | 9 | 7 | 33 | 25 | 26 | 44 |
| 59 | Uberlândia MG | 0.415 | 32 | 8 | 8 | 4 | 27 | 19 | 20 | 55 |
| 60 | Campinense | 0.411 | 39 | 10 | 9 | 5 | 35 | 26 | 24 | 43 |
| 61 | Confiança | 0.374 | 37 | 9 | 10 | 20 | 35 | 49 | 39 | 49 |
| 62 | Figueirense | 0.356 | 29 | 8 | 5 | 6 | 20 | 16 | 19 | 64 |
| 63 | Floresta | 0.339 | 21 | 4 | 9 | 5 | 15 | 17 | 18 | 88 |
| 64 | Cianorte PR | 0.306 | 31 | 7 | 10 | 5 | 17 | 13 | 22 | 59 |
| 65 | Botafogo SP | 0.286 | 22 | 6 | 4 | 8 | 15 | 22 | 18 | 85 |
| 66 | Boavista RJ | 0.278 | 25 | 7 | 4 | 7 | 16 | 16 | 18 | 77 |
| 67 | Jacuipense BA | 0.276 | 18 | 3 | 9 | 6 | 13 | 21 | 18 | 97 |
| 68 | Altos | 0.265 | 21 | 5 | 6 | 7 | 21 | 23 | 18 | 87 |
| 69 | Rio Branco VN ES | 0.263 | 22 | 5 | 7 | 3 | 19 | 14 | 15 | 84 |
| 70 | Paragominas PA | 0.247 | 32 | 9 | 5 | 4 | 31 | 23 | 18 | 54 |
| 71 | Cascavel FC PR | 0.224 | 31 | 8 | 7 | 3 | 29 | 23 | 18 | 58 |
| 72 | São José RS | 0.221 | 23 | 6 | 5 | 7 | 22 | 22 | 18 | 81 |
| 73 | Santo André SP | 0.219 | 24 | 7 | 3 | 5 | 17 | 13 | 15 | 79 |
| 74 | Portuguesa | 0.218 | 24 | 6 | 6 | 3 | 20 | 13 | 15 | 78 |
| 75 | Boa Esporte MG | 0.216 | 25 | 6 | 7 | 3 | 21 | 14 | 16 | 74 |
| 76 | Caldense MG | 0.212 | 25 | 7 | 4 | 6 | 29 | 23 | 17 | 75 |
| 77 | Guarany de Sobral CE | 0.206 | 32 | 10 | 2 | 7 | 28 | 25 | 19 | 56 |
| 78 | Brasil de Pelotas | 0.205 | 23 | 4 | 11 | 23 | 23 | 52 | 38 | 83 |
| 79 | Bahia de Feira BA | 0.192 | 15 | 3 | 6 | 5 | 18 | 20 | 14 | 104 |
| 80 | Joinville SC | 0.191 | 29 | 7 | 8 | 1 | 18 | 8 | 16 | 62 |
| 81 | Nova Mutum MT | 0.188 | 29 | 8 | 5 | 4 | 19 | 14 | 17 | 63 |
| 82 | Bangu RJ | 0.180 | 20 | 5 | 5 | 5 | 15 | 17 | 15 | 89 |
| 83 | Sousa PB | 0.177 | 16 | 4 | 4 | 6 | 16 | 18 | 14 | 100 |
| 84 | Atlético de Alagoinhas BA | 0.172 | 18 | 4 | 6 | 5 | 15 | 20 | 15 | 96 |
| 85 | Inter de Limeira SP | 0.166 | 19 | 5 | 4 | 5 | 11 | 14 | 14 | 91 |
| 86 | Santa Cruz PE | 0.162 | 12 | 2 | 6 | 10 | 11 | 19 | 18 | 114 |
| 87 | Caxias | 0.158 | 28 | 7 | 7 | 6 | 20 | 17 | 20 | 68 |
| 88 | Treze PB | 0.155 | 15 | 2 | 9 | 4 | 18 | 17 | 15 | 103 |
| 89 | Central PE | 0.144 | 15 | 3 | 6 | 5 | 13 | 17 | 14 | 105 |
| 90 | Moto Club MA | 0.130 | 27 | 8 | 3 | 8 | 26 | 30 | 19 | 72 |
| 91 | Mirassol | 0.123 | 19 | 6 | 1 | 12 | 19 | 29 | 19 | 92 |
| 92 | Coritiba | 0.123 | 6 | 2 | 0 | 2 | 4 | 5 | 4 | 124 |
| 93 | União Rondonópolis MT | 0.122 | 28 | 8 | 4 | 7 | 24 | 21 | 19 | 67 |
| 94 | Paraná Clube | 0.122 | 16 | 4 | 4 | 11 | 17 | 22 | 19 | 101 |
| 95 | São Raimundo RR | 0.118 | 30 | 8 | 6 | 3 | 30 | 15 | 17 | 60 |
| 96 | Penarol AM | 0.115 | 28 | 8 | 4 | 5 | 25 | 18 | 17 | 66 |
| 97 | ASA AL | 0.115 | 12 | 3 | 3 | 8 | 12 | 22 | 14 | 115 |
| 98 | Rio Branco ES | 0.109 | 24 | 7 | 3 | 8 | 25 | 26 | 18 | 80 |
| 99 | Castanhal PA | 0.107 | 36 | 11 | 3 | 3 | 34 | 18 | 17 | 50 |
| 100 | Brasiliense DF | 0.103 | 28 | 8 | 4 | 6 | 27 | 16 | 18 | 65 |
| 101 | Goianésia GO | 0.101 | 21 | 5 | 6 | 4 | 17 | 17 | 15 | 86 |
| 102 | São Bento SP | 0.101 | 14 | 3 | 5 | 6 | 10 | 13 | 14 | 107 |
| 103 | Imperatriz MA | 0.100 | 17 | 3 | 8 | 3 | 14 | 17 | 14 | 99 |
| 104 | Vasco da Gama | 0.096 | 8 | 2 | 2 | 2 | 6 | 7 | 6 | 118 |
| 105 | Madureira RJ | 0.094 | 14 | 3 | 5 | 7 | 12 | 17 | 15 | 108 |
| 106 | Palmas TO | 0.089 | 18 | 5 | 3 | 7 | 19 | 18 | 15 | 93 |
| 107 | Caucaia CE | 0.085 | 9 | 2 | 3 | 9 | 20 | 51 | 14 | 117 |
| 108 | Esportivo RS | 0.070 | 19 | 4 | 7 | 7 | 17 | 19 | 18 | 90 |
| 109 | Porto Velho EC RO | 0.070 | 13 | 2 | 7 | 6 | 10 | 17 | 15 | 110 |
| 110 | Oeste | 0.066 | 7 | 1 | 4 | 13 | 9 | 27 | 18 | 120 |
| 111 | Marília SP | 0.063 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 131 |
| 112 | Juventude MA | 0.062 | 14 | 3 | 5 | 7 | 13 | 23 | 15 | 109 |
| 113 | Remo | 0.059 | 4 | 1 | 1 | 2 | 4 | 5 | 4 | 127 |
| 114 | Murici AL | 0.058 | 6 | 1 | 3 | 10 | 14 | 29 | 14 | 125 |
| 115 | Marcílio Dias SC | 0.058 | 18 | 4 | 6 | 4 | 13 | 17 | 14 | 95 |
| 116 | Juventus SC | 0.055 | 18 | 4 | 6 | 4 | 12 | 11 | 14 | 94 |
| 117 | Gama DF | 0.039 | 12 | 2 | 6 | 6 | 13 | 18 | 14 | 113 |
| 118 | Águia Negra MS | 0.038 | 7 | 1 | 4 | 10 | 13 | 42 | 15 | 123 |
| 119 | Tocantinópolis | 0.037 | 10 | 2 | 4 | 9 | 19 | 31 | 15 | 116 |
| 120 | Aimoré RS | 0.032 | 12 | 3 | 3 | 8 | 15 | 18 | 14 | 112 |
| 121 | Patrocinense MG | 0.029 | 7 | 1 | 4 | 9 | 9 | 22 | 14 | 119 |
| 122 | Fast Clube AM | 0.028 | 15 | 3 | 6 | 5 | 21 | 20 | 14 | 102 |
| 123 | Luverdense | 0.025 | 1 | 0 | 1 | 1 | 2 | 3 | 2 | 133 |
| 124 | Brasiliense | 0.023 | 1 | 0 | 1 | 1 | 0 | 2 | 2 | 135 |
| 125 | Jaraguá GO | 0.021 | 5 | 1 | 2 | 12 | 7 | 32 | 15 | 126 |
| 126 | Galvez AC | 0.021 | 23 | 7 | 2 | 8 | 23 | 29 | 17 | 82 |
| 127 | Ypiranga AP | 0.020 | 13 | 3 | 4 | 8 | 13 | 26 | 15 | 111 |
| 128 | Rio Branco PR | 0.015 | 7 | 1 | 4 | 9 | 8 | 27 | 14 | 121 |
| 129 | Tombense | 0.014 | 1 | 0 | 1 | 1 | 1 | 2 | 2 | 134 |
| 130 | GA Sampaio RR | 0.011 | 15 | 4 | 3 | 9 | 17 | 30 | 16 | 106 |
| 131 | Manaus | 0.005 | 3 | 1 | 0 | 1 | 5 | 5 | 2 | 129 |
| 132 | Santa Cruz | 0.005 | 3 | 1 | 0 | 1 | 4 | 1 | 2 | 128 |
| 133 | Atlético Acreano AC | 0.003 | 7 | 2 | 1 | 12 | 14 | 36 | 15 | 122 |
| 134 | Picos PI | 0.001 | 3 | 1 | 0 | 2 | 1 | 3 | 3 | 130 |
| 135 | Santa Cruz RS | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 132 |
| 135 | Joinville | 0 | 1 | 0 | 1 | 1 | 0 | 2 | 2 | 136 |
| 135 | Gama | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 1 | 137 |
| 135 | Real Brasilia DF | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 138 |
| 135 | Murici SC AL | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 139 |
| 135 | Salgueiro PE | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 140 |
| 135 | Real Ariquemes RO | 0 | 0 | 0 | 0 | 2 | 1 | 5 | 2 | 141 |
| 135 | Santana AP | 0 | 0 | 0 | 0 | 2 | 1 | 5 | 2 | 142 |
| 135 | Aquidauanense MS | 0 | 0 | 0 | 0 | 2 | 1 | 6 | 2 | 143 |
EigenPoints, Points, Wins, Draws, Losses, GoalsFor, GoalsAgainst, GamesPlayed, PointsRank.
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