Ranking football clubs by the dominant eigenvector of the normalized points-won matrix.
Champions League 2003-04
| ‹ 2002-03 | 2004-05 › | |
|---|---|---|
| EP | Pts | W | D | L | GF | GA | GP | PR | ||
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Porto | 17.961 | 26 | 7 | 5 | 1 | 20 | 12 | 13 | 2 |
| 2 | Real Madrid | 17.533 | 21 | 6 | 3 | 1 | 18 | 11 | 10 | 5 |
| 3 | AS Monaco | 8.310 | 21 | 6 | 3 | 4 | 27 | 19 | 13 | 4 |
| 4 | Chelsea | 5.730 | 28 | 8 | 4 | 2 | 21 | 10 | 14 | 1 |
| 5 | Deportivo La Coruña | 4.769 | 24 | 7 | 3 | 4 | 20 | 17 | 14 | 3 |
| 6 | Arsenal FC | 3.869 | 17 | 5 | 2 | 3 | 16 | 11 | 10 | 7 |
| 7 | Olympique Lyon | 3.817 | 17 | 5 | 2 | 3 | 11 | 11 | 10 | 10 |
| 8 | Lokomotiv Moskva | 3.721 | 14 | 4 | 2 | 4 | 12 | 11 | 10 | 12 |
| 9 | Bayern München | 3.019 | 10 | 2 | 4 | 2 | 7 | 7 | 8 | 23 |
| 10 | Partizan | 2.609 | 8 | 1 | 5 | 4 | 7 | 12 | 10 | 29 |
| 11 | Manchester United | 2.270 | 16 | 5 | 1 | 2 | 15 | 5 | 8 | 11 |
| 12 | Dinamo Tbilisi | 2.083 | 6 | 2 | 0 | 0 | 6 | 0 | 2 | 37 |
| 13 | Celtic | 2.049 | 19 | 6 | 1 | 3 | 18 | 7 | 10 | 6 |
| 13 | RSC Anderlecht | 2.049 | 17 | 5 | 2 | 3 | 11 | 9 | 10 | 9 |
| 15 | AC Milan | 2.039 | 17 | 5 | 2 | 3 | 12 | 9 | 10 | 8 |
| 16 | Dynamo Kyiv | 1.962 | 13 | 4 | 1 | 3 | 13 | 9 | 8 | 14 |
| 17 | Internazionale | 1.856 | 8 | 2 | 2 | 2 | 8 | 11 | 6 | 28 |
| 18 | PSV Eindhoven | 1.666 | 10 | 3 | 1 | 2 | 8 | 7 | 6 | 21 |
| 19 | Shakhtar Donetsk | 1.489 | 7 | 2 | 1 | 1 | 4 | 3 | 4 | 34 |
| 20 | Celta Vigo | 1.169 | 12 | 3 | 3 | 4 | 12 | 13 | 10 | 18 |
| 21 | Sparta Praha | 1.117 | 13 | 3 | 4 | 3 | 11 | 13 | 10 | 17 |
| 22 | VfB Stuttgart | 1.114 | 13 | 4 | 1 | 3 | 9 | 7 | 8 | 16 |
| 23 | Club Brugge KV | 1.018 | 11 | 3 | 2 | 3 | 8 | 9 | 8 | 20 |
| 24 | Beşiktaş | 0.916 | 7 | 2 | 1 | 3 | 5 | 7 | 6 | 36 |
| 25 | Olympique Marseille | 0.759 | 8 | 2 | 2 | 4 | 10 | 11 | 8 | 27 |
| 26 | SS Lazio | 0.578 | 11 | 3 | 2 | 3 | 10 | 11 | 8 | 19 |
| 27 | AEK Athen | 0.575 | 5 | 1 | 2 | 5 | 4 | 13 | 8 | 42 |
| 28 | Newcastle United | 0.522 | 3 | 1 | 0 | 1 | 1 | 1 | 2 | 52 |
| 28 | Djurgårdens IF | 0.522 | 2 | 0 | 2 | 0 | 3 | 3 | 2 | 59 |
| 30 | AFC Ajax | 0.488 | 10 | 3 | 1 | 4 | 9 | 9 | 8 | 22 |
| 31 | Slavia Praha | 0.468 | 9 | 3 | 0 | 1 | 6 | 4 | 4 | 24 |
| 32 | FC Sheriff | 0.372 | 5 | 1 | 2 | 1 | 2 | 3 | 4 | 40 |
| 33 | Rosenborg BK | 0.341 | 7 | 2 | 1 | 1 | 5 | 1 | 4 | 33 |
| 34 | Borussia Dortmund | 0.255 | 3 | 1 | 0 | 1 | 3 | 3 | 2 | 50 |
| 35 | Rangers | 0.250 | 8 | 2 | 2 | 4 | 7 | 12 | 8 | 30 |
| 36 | Vardar Skopje | 0.168 | 8 | 2 | 2 | 2 | 11 | 9 | 6 | 26 |
| 37 | Grasshoppers Zürich | 0.144 | 3 | 1 | 0 | 1 | 2 | 3 | 2 | 53 |
| 38 | Rapid Bucureşti | 0.102 | 1 | 0 | 1 | 1 | 2 | 3 | 2 | 62 |
| 39 | Panathinaikos | 0.068 | 4 | 1 | 1 | 4 | 5 | 13 | 6 | 49 |
| 40 | Grazer AK | 0.061 | 7 | 2 | 1 | 1 | 9 | 5 | 4 | 32 |
| 41 | Barry Town FC | 0.056 | 3 | 1 | 0 | 1 | 2 | 4 | 2 | 54 |
| 42 | Austria Wien | 0.047 | 1 | 0 | 1 | 1 | 0 | 1 | 2 | 67 |
| 43 | FC Flora | 0.047 | 1 | 0 | 1 | 1 | 1 | 2 | 2 | 63 |
| 44 | FC København | 0.031 | 7 | 2 | 1 | 1 | 12 | 4 | 4 | 31 |
| 45 | CSKA Moskva | 0.014 | 1 | 0 | 1 | 1 | 2 | 3 | 2 | 60 |
| 46 | Juventus | 0 | 13 | 4 | 1 | 3 | 15 | 8 | 8 | 13 |
| 46 | Galatasaray | 0 | 13 | 4 | 1 | 3 | 12 | 8 | 8 | 15 |
| 46 | Real Sociedad | 0 | 9 | 2 | 3 | 3 | 8 | 10 | 8 | 25 |
| 46 | HJK Helsinki | 0 | 7 | 2 | 1 | 1 | 3 | 3 | 4 | 35 |
| 46 | FBK Kaunas | 0 | 6 | 2 | 0 | 2 | 5 | 6 | 4 | 38 |
| 46 | CSKA Sofia | 0 | 6 | 2 | 0 | 2 | 3 | 6 | 4 | 39 |
| 46 | Omonia Nikosia | 0 | 5 | 1 | 2 | 1 | 6 | 8 | 4 | 41 |
| 46 | Wisła Kraków | 0 | 4 | 1 | 1 | 2 | 8 | 8 | 4 | 43 |
| 46 | Leotar Trebinje | 0 | 4 | 1 | 1 | 2 | 3 | 4 | 4 | 44 |
| 46 | Pyunik FC | 0 | 4 | 1 | 1 | 2 | 2 | 4 | 4 | 45 |
| 46 | Dinamo Zagreb | 0 | 4 | 1 | 1 | 2 | 4 | 7 | 4 | 46 |
| 46 | MŠK Žilina | 0 | 4 | 1 | 1 | 2 | 2 | 6 | 4 | 47 |
| 46 | Olympiacos Piraeus | 0 | 4 | 1 | 1 | 4 | 6 | 13 | 6 | 48 |
| 46 | Skonto FC | 0 | 3 | 1 | 0 | 1 | 3 | 3 | 2 | 51 |
| 46 | BATE Borisov | 0 | 3 | 1 | 0 | 1 | 1 | 3 | 2 | 55 |
| 46 | Bohemian FC | 0 | 3 | 1 | 0 | 3 | 3 | 6 | 4 | 56 |
| 46 | MTK Budapest | 0 | 3 | 1 | 0 | 3 | 3 | 7 | 4 | 57 |
| 46 | Sliema Wanderers | 0 | 3 | 1 | 0 | 3 | 4 | 13 | 4 | 58 |
| 46 | NK Maribor | 0 | 1 | 0 | 1 | 1 | 2 | 3 | 2 | 61 |
| 46 | Irtysh Pavlodar | 0 | 1 | 0 | 1 | 1 | 1 | 2 | 2 | 64 |
| 46 | KR Reykjavík | 0 | 1 | 0 | 1 | 1 | 1 | 2 | 2 | 65 |
| 46 | Maccabi Tel Aviv | 0 | 1 | 0 | 1 | 1 | 1 | 2 | 2 | 66 |
| 46 | Glentoran Belfast | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 2 | 68 |
| 46 | CS Grevenmacher | 0 | 1 | 0 | 1 | 1 | 0 | 2 | 2 | 69 |
| 46 | SL Benfica | 0 | 0 | 0 | 0 | 2 | 1 | 4 | 2 | 70 |
| 46 | HB Tórshavn | 0 | 0 | 0 | 0 | 2 | 1 | 5 | 2 | 71 |
| 46 | KF Tiranë | 0 | 0 | 0 | 0 | 4 | 2 | 13 | 4 | 72 |
EigenPoints, Points, Wins, Draws, Losses, GoalsFor, GoalsAgainst, GamesPlayed, PointsRank.
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Matches decided on penalties are treated as ties.