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 | 17.121 | 36 | 11 | 3 | 1 | 27 | 11 | 15 | 1 |
| 2 | Flamengo | 7.484 | 30 | 9 | 3 | 3 | 28 | 15 | 15 | 2 |
| 3 | São Paulo | 5.409 | 27 | 8 | 3 | 4 | 20 | 13 | 15 | 3 |
| 4 | Bahia | 5.232 | 22 | 6 | 4 | 4 | 20 | 19 | 14 | 8 |
| 5 | Vasco da Gama | 5.222 | 20 | 5 | 5 | 5 | 22 | 21 | 15 | 12 |
| 6 | Fluminense | 5.143 | 27 | 8 | 3 | 4 | 23 | 18 | 15 | 4 |
| 7 | Corinthians | 4.237 | 21 | 5 | 6 | 5 | 13 | 13 | 16 | 10 |
| 8 | Santos | 3.562 | 16 | 3 | 7 | 5 | 19 | 22 | 15 | 26 |
| 9 | Athletico Paranaense | 3.444 | 24 | 7 | 3 | 5 | 20 | 15 | 15 | 6 |
| 10 | Internacional | 3.370 | 20 | 5 | 5 | 5 | 16 | 15 | 15 | 14 |
| 11 | Atlético Mineiro | 3.277 | 20 | 6 | 2 | 7 | 19 | 21 | 15 | 17 |
| 12 | Coritiba | 2.983 | 20 | 5 | 5 | 5 | 16 | 17 | 15 | 16 |
| 13 | Red Bull Bragantino | 2.932 | 21 | 6 | 3 | 6 | 18 | 17 | 15 | 9 |
| 14 | Vitória | 2.840 | 18 | 5 | 3 | 6 | 17 | 20 | 14 | 20 |
| 15 | Grêmio Porto Alegre | 2.500 | 20 | 5 | 5 | 5 | 17 | 16 | 15 | 13 |
| 16 | Cruzeiro | 2.174 | 17 | 4 | 5 | 6 | 20 | 26 | 15 | 23 |
| 17 | Botafogo | 2.120 | 20 | 6 | 2 | 6 | 26 | 26 | 14 | 15 |
| 18 | Fortaleza | 2.029 | 26 | 8 | 2 | 1 | 18 | 12 | 11 | 5 |
| 19 | Mirassol | 1.796 | 13 | 3 | 4 | 7 | 16 | 20 | 14 | 35 |
| 20 | Remo | 1.641 | 14 | 3 | 5 | 7 | 18 | 25 | 15 | 33 |
| 21 | Operário Ferroviário | 1.628 | 22 | 6 | 4 | 1 | 12 | 3 | 11 | 7 |
| 22 | Vila Nova | 1.487 | 15 | 3 | 6 | 0 | 12 | 9 | 9 | 28 |
| 23 | Chapecoense | 1.156 | 8 | 1 | 5 | 8 | 13 | 27 | 14 | 49 |
| 24 | Sport Recife | 0.785 | 15 | 3 | 6 | 1 | 10 | 8 | 10 | 30 |
| 25 | São Bernardo | 0.775 | 20 | 6 | 2 | 2 | 14 | 5 | 10 | 11 |
| 26 | Ceará | 0.696 | 17 | 4 | 5 | 2 | 12 | 10 | 11 | 22 |
| 27 | Cuiabá | 0.674 | 9 | 1 | 6 | 1 | 5 | 5 | 8 | 44 |
| 28 | Atlético Goianiense | 0.619 | 18 | 5 | 3 | 3 | 10 | 8 | 11 | 19 |
| 29 | Botafogo SP | 0.575 | 9 | 2 | 3 | 2 | 10 | 7 | 7 | 43 |
| 30 | Criciúma | 0.491 | 11 | 3 | 2 | 2 | 9 | 7 | 7 | 37 |
| 31 | Avaí | 0.432 | 13 | 3 | 4 | 2 | 14 | 10 | 9 | 34 |
| 32 | Athletic MG | 0.415 | 15 | 4 | 3 | 3 | 15 | 12 | 10 | 27 |
| 33 | Goiás | 0.374 | 15 | 4 | 3 | 4 | 15 | 16 | 11 | 31 |
| 34 | Operário de Campo Grande MS | 0.330 | 4 | 1 | 1 | 0 | 3 | 2 | 2 | 67 |
| 34 | Velo Clube SP | 0.330 | 2 | 0 | 2 | 0 | 1 | 1 | 2 | 85 |
| 36 | Náutico | 0.316 | 10 | 3 | 1 | 3 | 5 | 7 | 7 | 41 |
| 37 | Juventude | 0.312 | 18 | 5 | 3 | 3 | 14 | 6 | 11 | 18 |
| 38 | Brusque | 0.309 | 11 | 3 | 2 | 0 | 9 | 6 | 5 | 36 |
| 39 | Paysandu | 0.294 | 17 | 5 | 2 | 1 | 17 | 10 | 8 | 21 |
| 40 | Grêmio Novorizontino | 0.292 | 16 | 4 | 4 | 2 | 17 | 9 | 10 | 25 |
| 41 | Amazonas | 0.254 | 16 | 5 | 1 | 1 | 11 | 2 | 7 | 24 |
| 42 | Clube de Regatas Brasil | 0.225 | 14 | 4 | 2 | 5 | 18 | 14 | 11 | 32 |
| 43 | Ponte Preta | 0.172 | 10 | 3 | 1 | 5 | 6 | 10 | 9 | 42 |
| 44 | Vasco da Gama AC | 0.165 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 96 |
| 45 | Desportiva Ferroviária ES | 0.157 | 2 | 0 | 2 | 0 | 1 | 1 | 2 | 83 |
| 46 | Floresta CE | 0.154 | 8 | 2 | 2 | 0 | 5 | 3 | 4 | 47 |
| 47 | Londrina | 0.146 | 9 | 2 | 3 | 5 | 8 | 12 | 10 | 46 |
| 48 | Confiança | 0.128 | 7 | 2 | 1 | 5 | 4 | 7 | 8 | 55 |
| 49 | Jacuipense BA | 0.114 | 5 | 1 | 2 | 1 | 2 | 4 | 4 | 60 |
| 50 | Inter de Limeira SP | 0.110 | 8 | 2 | 2 | 1 | 7 | 6 | 5 | 48 |
| 51 | Volta Redonda | 0.097 | 9 | 2 | 3 | 3 | 7 | 8 | 8 | 45 |
| 52 | Figueirense | 0.095 | 10 | 3 | 1 | 3 | 7 | 9 | 7 | 40 |
| 53 | América Mineiro | 0.091 | 4 | 0 | 4 | 5 | 5 | 13 | 9 | 69 |
| 54 | Guarani | 0.090 | 10 | 2 | 4 | 0 | 8 | 5 | 6 | 39 |
| 55 | Ituano | 0.085 | 7 | 2 | 1 | 1 | 7 | 5 | 4 | 50 |
| 56 | Santa Catarina SC | 0.084 | 4 | 1 | 1 | 1 | 3 | 2 | 3 | 68 |
| 57 | Anápolis | 0.082 | 7 | 2 | 1 | 4 | 8 | 11 | 7 | 54 |
| 58 | Barra SC | 0.081 | 7 | 1 | 4 | 2 | 6 | 5 | 7 | 51 |
| 59 | Sampaio Corrêa RJ | 0.079 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 95 |
| 60 | Maringá PR | 0.074 | 15 | 5 | 0 | 3 | 19 | 17 | 8 | 29 |
| 61 | Caxias | 0.072 | 7 | 2 | 1 | 3 | 5 | 6 | 6 | 53 |
| 62 | Gama | 0.068 | 4 | 1 | 1 | 0 | 4 | 2 | 2 | 66 |
| 63 | Ferroviária SP | 0.064 | 5 | 1 | 2 | 2 | 5 | 7 | 5 | 59 |
| 64 | Tuna Luso PA | 0.057 | 4 | 1 | 1 | 0 | 5 | 2 | 2 | 64 |
| 65 | Portuguesa | 0.048 | 4 | 1 | 1 | 1 | 8 | 5 | 3 | 62 |
| 66 | Ypiranga RS | 0.048 | 10 | 3 | 1 | 2 | 9 | 6 | 6 | 38 |
| 67 | Botafogo PB | 0.044 | 7 | 2 | 1 | 3 | 8 | 9 | 6 | 52 |
| 68 | Rio Branco ES | 0.042 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 94 |
| 69 | Maranhão MA | 0.034 | 7 | 2 | 1 | 3 | 4 | 8 | 6 | 56 |
| 70 | Manaus | 0.032 | 2 | 0 | 2 | 0 | 1 | 1 | 2 | 84 |
| 71 | Santa Cruz | 0.032 | 5 | 1 | 2 | 3 | 2 | 4 | 6 | 61 |
| 72 | Ceilândia DF | 0.029 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 88 |
| 73 | América de Natal | 0.024 | 4 | 1 | 1 | 0 | 3 | 0 | 2 | 65 |
| 74 | Guarany de Bage RS | 0.024 | 3 | 1 | 0 | 1 | 1 | 1 | 2 | 76 |
| 75 | CEFAT CE | 0.020 | 2 | 0 | 2 | 0 | 2 | 2 | 2 | 82 |
| 76 | Capital TO | 0.016 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 87 |
| 77 | Nova Iguaçu RJ | 0.015 | 4 | 1 | 1 | 1 | 5 | 2 | 3 | 63 |
| 78 | América de Propriá SE | 0.010 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 86 |
| 79 | Castanhal PA | 0.010 | 1 | 0 | 1 | 1 | 1 | 5 | 2 | 104 |
| 80 | Itabaiana SE | 0.008 | 1 | 0 | 1 | 5 | 6 | 15 | 6 | 106 |
| 81 | Lagarto SE | 0.005 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 91 |
| 82 | Mixto MT | 0.005 | 1 | 0 | 1 | 1 | 1 | 4 | 2 | 102 |
| 83 | Sousa PB | 0.004 | 1 | 0 | 1 | 1 | 0 | 2 | 2 | 101 |
| 84 | Manauara AM | 0.003 | 3 | 1 | 0 | 1 | 3 | 2 | 2 | 71 |
| 85 | Madureira RJ | 0 | 6 | 2 | 0 | 1 | 4 | 1 | 3 | 57 |
| 85 | Águia de Marabá PA | 0 | 6 | 2 | 0 | 1 | 3 | 3 | 3 | 58 |
| 85 | Primavera SP | 0 | 3 | 1 | 0 | 1 | 4 | 2 | 2 | 70 |
| 85 | Maguary PE | 0 | 3 | 1 | 0 | 1 | 4 | 4 | 2 | 72 |
| 85 | Uberlândia MG | 0 | 3 | 1 | 0 | 1 | 4 | 4 | 2 | 73 |
| 85 | Ji-Paraná RO | 0 | 3 | 1 | 0 | 1 | 2 | 2 | 2 | 74 |
| 85 | Primavera AC MT | 0 | 3 | 1 | 0 | 1 | 2 | 2 | 2 | 75 |
| 85 | Joinville | 0 | 3 | 1 | 0 | 1 | 1 | 1 | 2 | 77 |
| 85 | Ivinhema MS | 0 | 3 | 1 | 0 | 1 | 3 | 4 | 2 | 78 |
| 85 | Portuguesa RJ | 0 | 3 | 1 | 0 | 1 | 2 | 3 | 2 | 79 |
| 85 | Betim MG | 0 | 3 | 1 | 0 | 1 | 1 | 2 | 2 | 80 |
| 85 | Porto BA | 0 | 3 | 1 | 0 | 1 | 2 | 7 | 2 | 81 |
| 85 | Galvez AC | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 89 |
| 85 | Juazeirense BA | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 90 |
| 85 | Operário MT | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 92 |
| 85 | Oratório AP | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 93 |
| 85 | Trem AP | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 97 |
| 85 | Porto Velho EC RO | 0 | 1 | 0 | 1 | 1 | 1 | 2 | 2 | 98 |
| 85 | Capital DF | 0 | 1 | 0 | 1 | 1 | 1 | 3 | 2 | 99 |
| 85 | Tombense | 0 | 1 | 0 | 1 | 1 | 1 | 3 | 2 | 100 |
| 85 | Fluminense PI | 0 | 1 | 0 | 1 | 1 | 0 | 3 | 2 | 103 |
| 85 | Guaporé RO | 0 | 1 | 0 | 1 | 1 | 1 | 6 | 2 | 105 |
| 85 | Boavista RJ | 0 | 0 | 0 | 0 | 1 | 2 | 3 | 1 | 107 |
| 85 | ASA de Arapiraca | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 1 | 108 |
| 85 | Bragantino PA | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 1 | 109 |
| 85 | Retrô PE | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 1 | 110 |
| 85 | Serra Branca PB | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 1 | 111 |
| 85 | ABC | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 112 |
| 85 | Azuriz PR | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 113 |
| 85 | CS Alagoano | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 114 |
| 85 | Independente AP | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 115 |
| 85 | Laguna RN | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 116 |
| 85 | Maracanã CE | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 117 |
| 85 | Penedense AL | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 118 |
| 85 | Piauí PI | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 119 |
| 85 | São Luiz RS | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 120 |
| 85 | Cianorte PR | 0 | 0 | 0 | 0 | 1 | 1 | 3 | 1 | 121 |
| 85 | AFC Pantanal MS | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 122 |
| 85 | Atlético de Alagoinhas BA | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 123 |
| 85 | IAPE MA | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 124 |
| 85 | Independência AC | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 125 |
| 85 | Monte Roraima RR | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 126 |
| 85 | Tocantinópolis | 0 | 0 | 0 | 0 | 1 | 1 | 4 | 1 | 127 |
| 85 | Araguaina TO | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 128 |
| 85 | Baré RR | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 129 |
| 85 | GA Sampaio RR | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 130 |
| 85 | Imperatriz MA | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 131 |
| 85 | Porto Vitória ES | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 132 |
| 85 | Altos PI | 0 | 0 | 0 | 0 | 1 | 1 | 5 | 1 | 133 |
| 85 | Nacional AM | 0 | 0 | 0 | 0 | 1 | 0 | 4 | 1 | 134 |
EigenPoints, Points, Wins, Draws, Losses, GoalsFor, GoalsAgainst, GamesPlayed, PointsRank.
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Latest Match May 4, 2026.