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

Champions League 2021-22

2020-21 2022-23

EP Pts W D L GF GA GP PR
1 Real Madrid 18.452 27 9 0 4 29 14 13 2
2 Manchester City 13.676 23 7 2 3 29 16 12 5
3 FC Sheriff Tiraspol 12.136 27 8 3 3 21 13 14 3
4 Liverpool 11.213 31 10 1 2 30 14 13 1
5 Paris Saint-Germain 7.627 14 4 2 2 15 11 8 17
6 Chelsea 7.593 22 7 1 2 21 10 10 7
7 Villarreal CF 2.910 18 5 3 4 20 16 12 10
8 SL Benfica 2.890 23 6 5 3 20 18 14 6
9 Juventus 2.885 16 5 1 2 11 10 8 14
10 Internazionale 2.540 13 4 1 3 9 7 8 20
11 Bayern München 2.449 23 7 2 1 31 7 10 4
12 RB Leipzig 2.127 7 2 1 3 15 14 6 32
13 Dinamo Zagreb 1.623 17 5 2 1 10 6 8 12
14 AFC Ajax 1.475 19 6 1 1 22 8 8 8
15 Manchester United 1.347 12 3 3 2 12 10 8 21
16 Atlético Madrid 1.344 12 3 3 4 9 10 10 22
17 BSC Young Boys 1.316 19 5 4 3 20 20 12 9
18 Club Brugge KV 0.987 4 1 1 4 6 20 6 50
19 Shakhtar Donetsk 0.974 12 3 3 4 9 16 10 23
20 Sporting CP 0.608 10 3 1 4 14 17 8 26
21 RB Salzburg 0.571 17 5 2 3 14 16 10 13
22 FK Kairat 0.469 7 2 1 1 5 7 4 33
23 Atalanta 0.333 6 1 3 2 12 13 6 38
24 Crvena Zvezda 0.305 4 1 1 2 7 4 4 44
25 Zenit St Petersburg 0.286 5 1 2 3 10 10 6 41
26 PSV Eindhoven 0.263 13 4 1 1 12 4 6 18
27 Legia Warszawa 0.224 13 4 1 1 9 5 6 19
28 CFR Cluj 0.172 10 3 1 2 10 8 6 25
29 AC Milan 0.162 4 1 1 4 6 9 6 48
30 Malmö FF 0.153 18 5 3 6 14 22 14 11
31 Borussia Dortmund 0.140 9 3 0 3 10 11 6 27
32 Lille OSC 0.129 11 3 2 3 8 8 8 24
33 FC Porto 0.114 5 1 2 3 4 11 6 43
34 Slovan Bratislava 0.087 4 1 1 2 5 5 4 46
35 FC Barcelona 0.077 7 2 1 3 2 9 6 34
36 Ludogorets Razgrad 0.055 15 4 3 1 10 7 8 16
37 VfL Wolfsburg 0.051 5 1 2 3 5 10 6 42
38 Sevilla FC 0.046 6 1 3 2 5 5 6 36
39 AS Monaco 0.045 7 2 1 1 7 4 4 31
40 Dynamo Kyiv 0.035 1 0 1 5 1 11 6 62
41 Maccabi Haifa 0.033 1 0 1 1 1 3 2 60
42 Shamrock Rovers 0.032 3 1 0 1 2 3 2 53
43 Borac Banja Luka 0.028 3 1 0 1 3 4 2 51
44 Olympiacos Piraeus 0.011 8 2 2 0 5 3 4 28
45 NŠ Mura 0.005 7 2 1 1 7 3 4 30
46 HJK Helsinki 0.005 7 2 1 1 10 5 4 29
47 Riga FC 0.001 1 0 1 1 1 2 2 59
48 Ferencvárosi TC 0 15 5 0 3 17 9 8 15
48 FC Flora 0 6 2 0 2 6 3 4 35
48 Neftçi PFK 0 6 2 0 2 4 4 4 37
48 FK Žalgiris Vilnius 0 6 2 0 2 6 7 4 39
48 KF Prishtina 0 6 2 0 2 5 6 4 40
48 Lincoln Red Imps 0 4 1 1 2 8 6 4 45
48 FC Alashkert 0 4 1 1 2 4 6 4 47
48 FC Midtjylland 0 4 1 1 2 3 6 4 49
48 Rapid Wien 0 3 1 0 1 2 3 2 52
48 Inter Club d'Escaldes 0 3 1 0 1 1 2 2 54
48 Slavia Praha 0 3 1 0 1 1 2 2 55
48 Sparta Praha 0 3 1 0 3 4 7 4 56
48 Celtic 0 1 0 1 1 2 3 2 57
48 Connah's Quay Nomads 0 1 0 1 1 2 3 2 58
48 CS FOLA Esch 0 1 0 1 1 2 7 2 61
48 HB Tórshavn 0 0 0 0 1 0 1 1 63
48 Brøndby IF 0 0 0 0 2 2 4 2 64
48 Dinamo Tbilisi 0 0 0 0 2 2 4 2 65
48 KRC Genk 0 0 0 0 2 2 4 2 66
48 Rangers 0 0 0 0 2 2 4 2 67
48 Shakhter Soligorsk 0 0 0 0 2 0 2 2 68
48 SS Folgore-Falciano 0 0 0 0 1 0 2 1 69
48 FK Bodø-Glimt 0 0 0 0 2 2 5 2 70
48 Linfield 0 0 0 0 2 2 5 2 71
48 Valur Reykjavík 0 0 0 0 2 2 5 2 72
48 Omonia Nicosia 0 0 0 0 2 0 3 2 73
48 Spartak Moskva 0 0 0 0 2 0 4 2 74
48 Galatasaray 0 0 0 0 2 2 7 2 75
48 Hibernians FC 0 0 0 0 2 0 5 2 76
48 KF Teuta Durrës 0 0 0 0 2 0 5 2 77
48 FK Budućnost Podgorica 0 0 0 0 2 1 7 2 78
48 KF Shkëndija 0 0 0 0 2 0 6 2 79
48 Beşiktaş 0 0 0 0 6 3 19 6 80

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

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Matches decided on penalties are treated as ties.