Ranking football clubs by the dominant eigenvector of the normalized points-won matrix.

UEFA Cup 2003-04

2002-03 2004-05

EP Pts W D L GF GA GP PR
1 Valencia CF 38.906 32 10 2 1 20 5 13 1
2 Gençlerbirliği 22.232 17 5 2 1 13 5 8 7
3 Villarreal CF 8.337 19 5 4 3 16 9 12 4
4 AS Roma 5.558 14 4 2 2 11 6 8 13
5 Gaziantepspor 4.169 13 4 1 1 8 3 6 17
5 Torpedo Moskva 4.169 11 3 2 1 12 4 6 25
5 Maccabi Haifa 4.169 11 3 2 1 10 7 6 27
8 Sporting CP 2.779 7 2 1 1 4 4 4 47
9 CSKA Sofia 1.390 2 0 2 0 2 2 2 85
9 Blackburn Rovers 1.390 1 0 1 1 2 4 2 102
11 FK Teplice 1.042 13 4 1 1 7 5 6 20
11 Celtic FC 1.042 8 2 2 2 5 4 6 37
11 Hajduk Split 1.042 6 1 3 2 4 5 6 62
14 NK Publikum 0.695 7 2 1 1 15 6 4 38
14 Hapoel Tel Aviv 0.695 5 1 2 1 3 3 4 68
16 FC Barcelona 0.347 17 5 2 1 17 3 8 6
16 Haka Valkeakoski 0.347 3 1 0 1 2 2 2 76
16 Grasshoppers Zürich 0.347 2 0 2 0 1 1 2 87
16 Trabzonspor 0.347 1 0 1 1 2 3 2 95
16 Galatasaray 0.347 1 0 1 1 2 5 2 106
16 Vardar Skopje 0.347 1 0 1 1 1 5 2 110
22 Feyenoord 0.174 7 2 1 1 4 4 4 46
23 FC Banants 0.087 1 0 1 1 2 3 2 93
24 FK Matador Puchov 0.043 7 2 1 1 7 9 4 50
25 Newcastle United 0 27 8 3 1 24 9 12 2
25 Girondins Bordeaux 0 19 6 1 3 16 9 10 3
25 Olympique Marseille 0 18 5 3 1 8 4 9 5
25 Liverpool FC 0 15 4 3 1 14 7 8 8
25 Brøndby IF 0 15 5 0 3 11 6 8 9
25 AJ Auxerre 0 15 4 3 1 8 4 8 10
25 Manchester City 0 14 4 2 0 12 3 6 11
25 Levski Sofia 0 14 4 2 2 15 9 8 12
25 Dnipro Dnipropetrovsk 0 14 4 2 2 9 4 8 14
25 SL Benfica 0 14 4 2 2 12 8 8 15
25 Rosenborg BK 0 13 4 1 1 13 3 6 16
25 Dinamo Bucureşti 0 13 4 1 1 14 10 6 18
25 Debreceni VSC 0 13 3 4 1 10 7 8 19
25 RCD Mallorca 0 13 4 1 3 13 13 8 21
25 FC Sochaux 0 12 3 3 0 11 4 6 22
25 RC Lens 0 12 4 0 2 12 6 6 23
25 Groclin Dyskobolia 0 12 3 3 2 9 7 8 24
25 Crvena Zvezda 0 11 3 2 1 14 8 6 26
25 AC Perugia 0 11 3 2 1 7 5 6 28
25 Parma AC 0 10 3 1 2 13 5 6 29
25 Spartak Moskva 0 10 3 1 2 9 7 6 30
25 Lyn Oslo 0 9 3 0 1 10 4 4 31
25 PSV Eindhoven 0 9 2 3 1 9 5 6 32
25 Molde FK 0 9 3 0 3 10 7 6 33
25 Ferencvárosi TC 0 8 2 2 0 8 2 4 34
25 Slavia Praha 0 8 2 2 0 6 4 4 35
25 Wisła Kraków 0 8 2 2 0 4 2 4 36
25 Kamen Ingrad 0 7 2 1 1 9 2 4 39
25 Esbjerg fB 0 7 2 1 1 10 4 4 40
25 Utrecht 0 7 2 1 1 6 4 4 41
25 Artmedia Petržalka 0 7 2 1 1 4 3 4 42
25 Željezničar Sarajevo 0 7 2 1 1 4 3 4 43
25 FC Schalke 04 0 7 2 1 1 4 3 4 44
25 Heart of Midlothian 0 7 2 1 1 3 2 4 45
25 Steaua Bucureşti 0 7 1 4 1 4 4 6 48
25 Olimpija Ljubljana 0 7 2 1 1 5 6 4 49
25 Borussia Dortmund 0 7 2 1 1 5 7 4 51
25 Sporting Lokeren 0 6 2 0 2 9 5 4 52
25 Dundee FC 0 6 2 0 2 7 3 4 53
25 FC Nordsjælland 0 6 2 0 2 7 3 4 54
25 União Leiria 0 6 2 0 2 8 5 4 55
25 Malmö FF 0 6 2 0 2 6 3 4 56
25 Viktoria Žižkov 0 6 2 0 2 6 3 4 57
25 Neuchâtel Xamax FC 0 6 2 0 2 4 2 4 58
25 APOEL Nikosia 0 6 2 0 2 8 7 4 59
25 NK Varteks 0 6 2 0 2 9 9 4 60
25 Internazionale 0 6 1 3 2 6 7 6 61
25 Panionios 0 6 2 0 2 3 6 4 63
25 Odense BK 0 5 1 2 1 9 7 4 64
25 PAOK Saloniki 0 5 1 2 1 4 2 4 65
25 FC Zimbru 0 5 1 2 1 4 3 4 66
25 Dinamo Zagreb 0 5 1 2 1 4 4 4 67
25 Aris Saloniki 0 5 1 2 1 4 5 4 69
25 Vålerenga IF 0 5 0 5 1 3 5 6 70
25 FK Smederevo 0 4 1 1 2 6 5 4 71
25 FC Kärnten 0 4 1 1 2 4 5 4 72
25 AIK Stockholm 0 4 1 1 2 1 2 4 73
25 MyPa Myllykoski 0 4 1 1 2 5 7 4 74
25 Club Brugge KV 0 4 1 1 2 2 4 4 75
25 Udinese Calcio 0 3 1 0 1 2 2 2 77
25 FC Basel 0 3 1 0 3 5 6 4 78
25 FC København 0 3 0 3 1 4 5 4 79
25 Malatyaspor 0 3 1 0 1 2 3 2 80
25 Hamburger SV 0 3 1 0 1 2 4 2 81
25 Coleraine FC 0 3 1 0 1 2 6 2 82
25 SV Austria Salzburg 0 3 1 0 3 2 11 4 83
25 Wisla Plock 0 2 0 2 0 3 3 2 84
25 GKS Katowice 0 2 0 2 0 1 1 2 86
25 Grazer AK 0 2 0 2 0 1 1 2 88
25 Neman Grodno 0 2 0 2 0 1 1 2 89
25 Cementarnica Skopje 0 2 0 2 2 1 7 4 90
25 FK Ventspils 0 2 0 2 2 4 13 4 91
25 BSC Young Boys 0 1 0 1 1 4 5 2 92
25 FK Ekranas 0 1 0 1 1 2 3 2 94
25 UMF Grindavík 0 1 0 1 1 2 3 2 96
25 RAA La Louviére 0 1 0 1 1 1 2 2 97
25 Southampton FC 0 1 0 1 1 1 2 2 98
25 Fylkir Reykjavík 0 1 0 1 1 0 1 2 99
25 Hertha Berlin 0 1 0 1 1 0 1 2 100
25 Panathinaikos 0 1 0 1 1 0 1 2 101
25 MTK Budapest 0 1 0 1 1 1 3 2 103
25 PFC Litex Lovech 0 1 0 1 1 0 2 2 104
25 FK Liepājas Metalurgs 0 1 0 1 1 3 6 2 105
25 FC TVMK 0 1 0 1 1 1 4 2 107
25 FK Sarajevo 0 1 0 1 1 1 4 2 108
25 Metalurh Donetsk 0 1 0 1 1 1 4 2 109
25 NEC Nijmegen 0 0 0 0 2 2 4 2 111
25 Shelbourne FC 0 0 0 0 2 2 4 2 112
25 1. FC Kaiserslautern 0 0 0 0 2 1 3 2 113
25 Austria Wien 0 0 0 0 2 1 3 2 114
25 F91 Dudelange 0 0 0 0 2 0 2 2 115
25 Vaduz 0 0 0 0 2 0 2 2 116
25 Levadia Maardu 0 0 0 0 2 3 6 2 117
25 Beşiktaş 0 0 0 0 2 2 5 2 118
25 Shakhtar Donetsk 0 0 0 0 2 2 5 2 119
25 Anorthosis Famagusta 0 0 0 0 2 1 4 2 120
25 Derry City 0 0 0 0 2 1 5 2 121
25 Valletta FC 0 0 0 0 2 0 4 2 122
25 FK Atlantas 0 0 0 0 2 1 6 2 123
25 FK Atyrau 0 0 0 0 2 1 6 2 124
25 Zhenis Astana 0 0 0 0 2 1 6 2 125
25 Dinamo Minsk 0 0 0 0 2 0 5 2 126
25 Hapoel Ramat Gan 0 0 0 0 2 0 5 2 127
25 Torpedo Kutaisi 0 0 0 0 2 0 5 2 128
25 Nistru Otaci 0 0 0 0 2 2 8 2 129
25 Dinamo Tiranë 0 0 0 0 2 1 7 2 130
25 Birkirkara FC 0 0 0 0 2 0 6 2 131
25 Cwmbran Town 0 0 0 0 2 0 6 2 132
25 FK Vllaznia 0 0 0 0 2 0 6 2 133
25 KÍ Klaksvík 0 0 0 0 2 0 6 2 134
25 MŠK Žilina 0 0 0 0 2 0 6 2 135
25 NAC Breda 0 0 0 0 2 0 6 2 136
25 Portadown FC 0 0 0 0 2 0 6 2 137
25 Shirak FC 0 0 0 0 2 0 6 2 138
25 Sioni Bolnisi 0 0 0 0 2 0 6 2 139
25 TNS Llansantffraid 0 0 0 0 2 0 7 2 140
25 Etzella Ettelbruck 0 0 0 0 2 1 9 2 141
25 FC Santa Coloma 0 0 0 0 2 1 9 2 142
25 NSÍ Runavík 0 0 0 0 2 1 9 2 143
25 FC Domagnano 0 0 0 0 2 0 9 2 144
25 FK Belasica 0 0 0 0 2 2 12 2 145

EigenPoints, Points, Wins, Draws, Losses, GoalsFor, GoalsAgainst, GamesPlayed, PointsRank.

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Matches decided on penalties are treated as ties.