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

Champions League 2016-17

2015-16 2017-18

EP Pts W D L GF GA GP PR
1 Real Madrid 27.450 30 9 3 1 36 18 13 1
2 Atlético Madrid 15.934 26 8 2 2 15 9 12 4
3 Juventus 8.237 30 9 3 1 22 7 13 2
4 AS Monaco 7.160 29 9 2 5 29 24 16 3
5 Borussia Dortmund 6.647 17 5 2 3 28 16 10 9
6 Bayern München 3.927 18 6 0 4 27 14 10 7
7 Bayer Leverkusen 3.758 11 2 5 1 10 8 8 21
8 Manchester City 2.335 18 5 3 2 24 16 10 8
9 Leicester City 2.281 17 5 2 3 11 10 10 10
10 FC Barcelona 2.194 19 6 1 3 26 12 10 6
11 SL Benfica 2.161 11 3 2 3 11 14 8 25
12 Legia Warszawa 2.139 16 4 4 4 16 26 12 13
13 Sevilla FC 1.660 14 4 2 2 9 6 8 17
14 SSC Napoli 1.578 11 3 2 3 13 14 8 24
15 Beşiktaş 1.254 7 1 4 1 9 14 6 32
16 FK Rostov 1.034 13 3 4 3 15 16 10 19
17 Paris Saint-Germain 0.969 15 4 3 1 18 13 8 15
18 Fenerbahçe 0.895 3 1 0 1 3 4 2 48
19 CSKA Moskva 0.846 3 0 3 3 5 11 6 53
20 Tottenham Hotspur 0.783 7 2 1 3 6 6 6 30
21 FC København 0.757 23 6 5 1 22 4 12 5
22 Porto 0.728 15 4 3 3 13 7 10 14
23 Celtic 0.656 13 3 4 5 16 23 12 20
24 Dynamo Kyiv 0.620 5 1 2 3 8 6 6 37
25 Olympique Lyon 0.597 8 2 2 2 5 3 6 27
26 Arsenal 0.393 14 4 2 2 20 16 8 16
27 Borussia Mönchengladbach 0.362 11 3 2 3 14 14 8 23
28 Hapoel Be'er Sheva 0.328 11 3 2 1 8 7 6 22
29 Dundalk FC 0.267 6 1 3 2 7 7 6 34
30 Lincoln Red Imps 0.219 6 2 0 2 4 5 4 36
31 Sporting CP 0.214 3 1 0 5 5 8 6 52
32 BATE Borisov 0.178 7 2 1 1 5 5 4 31
32 AS Trenčín 0.178 4 1 1 2 6 7 4 41
34 Ludogorets Razgrad 0.132 17 4 5 3 21 21 12 11
35 PSV Eindhoven 0.124 2 0 2 4 4 11 6 58
36 FC Flora 0.109 3 1 0 1 2 3 2 49
37 AFC Ajax 0.103 5 1 2 1 5 7 4 40
38 APOEL Nicosia 0.095 8 2 2 2 8 4 6 26
39 Olimpija Ljubljana 0.089 3 1 0 1 6 6 2 44
39 FH Hafnarfjörður 0.089 2 0 2 0 3 3 2 55
39 Zrinjski Mostar 0.089 1 0 1 1 1 3 2 68
42 Rosenborg BK 0.063 6 2 0 2 7 8 4 35
43 FK Astana 0.055 5 1 2 1 4 4 4 39
44 RSC Anderlecht 0.052 1 0 1 1 2 4 2 64
45 AS Roma 0.036 1 0 1 1 1 4 2 69
46 IFK Norrköping 0.032 3 1 0 1 4 5 2 47
46 Astra Giurgiu 0.032 1 0 1 1 1 4 2 70
48 FC Sheriff Tiraspol 0.027 1 0 1 1 2 3 2 60
48 Olympiacos Piraeus 0.027 1 0 1 1 0 1 2 63
50 SJK Seinäjoki 0.022 1 0 1 1 2 4 2 65
51 The New Saints 0.016 7 2 1 1 5 4 4 28
52 FC Basel 0.013 2 0 2 4 3 12 6 59
53 PAOK Saloniki 0.013 1 0 1 1 2 3 2 61
54 Crvena Zvezda 0.011 7 2 1 1 8 8 4 29
54 Qarabağ FK 0.011 6 1 3 0 4 2 4 33
54 Viktoria Plzeň 0.011 3 0 3 1 3 5 4 51
57 FK Žalgiris 0.007 1 0 1 1 1 2 2 62
58 F91 Dudelange 0.001 1 0 1 1 1 3 2 66
59 Dinamo Zagreb 0 16 5 1 6 11 20 12 12
59 RB Salzburg 0 13 4 1 1 8 3 6 18
59 FC Alashkert 0 5 1 2 1 4 3 4 38
59 Dinamo Tbilisi 0 4 1 1 2 3 4 4 42
59 Steaua București 0 4 1 1 2 3 7 4 43
59 B36 Tórshavn 0 3 1 0 1 2 2 2 45
59 Shakhtar Donetsk 0 3 1 0 1 2 2 2 46
59 Valletta FC 0 3 1 0 3 4 6 4 50
59 BSC Young Boys 0 3 1 0 3 4 11 4 54
59 Ferencvárosi TC 0 2 0 2 0 2 2 2 56
59 FK Partizani 0 2 0 2 2 2 5 4 57
59 Sparta Praha 0 1 0 1 1 1 3 2 67
59 FC Santa Coloma 0 1 0 1 1 0 3 2 71
59 Vardar Skopje 0 0 0 0 2 3 5 2 72
59 Villarreal CF 0 0 0 0 2 1 3 2 73
59 FK Liepāja 0 0 0 0 2 0 3 2 74
59 SP Tre Penne 0 0 0 0 2 1 5 2 75
59 FK Mladost Podgorica 0 0 0 0 2 0 5 2 76
59 Crusaders 0 0 0 0 2 0 9 2 77
59 Club Brugge KV 0 0 0 0 6 2 14 6 78

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

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Matches decided on penalties are treated as ties.