Supercomputer Forecasts Champions League Standings Following Matchday 3

Thomas Tuchel once described the Champions League as 'the most beautiful competition, but the most difficult competition that we play'.

If competing against Europe's elite is enjoyably challenging, predicting the outcome of these continental ties is just plain tough. Plumping on Real Madrid lifting the trophy at the end of May is usually a safe bet, but deciphering the intricacies of the competition's newly expanded league phase is far more complex.

Opta's so-called supercomputer has taken on the challenge. After simulating the remaining fixtures 50,000 times while drawing upon countless data points, the revered statistical provider has come up with their best guess of the final 36-team table.

Out of 36 competing clubs, only the top eight immediately progress to the round of 16 after completing their eight league-phase fixtures. According to Opta's calculations, that elite octuple will be spearheaded by all four Premier League clubs.

Liverpool and surprise newcomers Aston Villa are the only teams with a perfect record after the first three matchdays. Manchester City were held to a goalless draw with Inter on the opening week of the new competition before rattling nine goals past Slovan Bratislava and Sparta Prague without reply.

Arsenal's predicted fourth-place position is perhaps the most surprising. The Gunners have kept three European clean sheets, but laboured against Atalanta and Shakhtar Donetsk. Mikel Arteta's wobbling outfit travel to the home of Italian champions Inter - another team in the predicted top eight - in November and still have to host a Monaco side riding high in Ligue 1.

Real Madrid rarely waste their best performances on the early stages of the competition and needed a barn-storming comeback to defeat Borussia Dortmund earlier this week. Nevertheless, the defending champions are expected to finish in the top eight alongside last season's beaten finalists Dortmund and Europa League runners-up Bayer Leverkusen.

Predicted Position

Club

Predicted Points

1

Liverpool

17.8

2

Man City

17.3

3

Aston Villa

16.2

4

Arsenal

15.9

5

Bayer Leverkusen

15.8

6

Real Madrid

15.8

7

Inter

15.7

8

Borussia Dortmund

15.7

Barcelona's bonkers 4-1 win over Bayern Munich on Wednesday night demonstrated the strengths and weaknesses of both sides. The Catalan giants exposed Bayern's soft centre while conceding numerous glaring openings of their own. Both entertainingly flawed outfits could just miss out on an automatic knockout berth.

The teams that finish between ninth and 24th in the new-fangled league phase still have a backdoor into the last 16. These clubs are paired up in a series of two-legged ties known as 'knockout round play-offs' - the eight victors make up the second half of the first proper knockout stage.

Celtic have not made it beyond the first phase of the competition since Neil Lennon was at the helm 11 years ago. Brendan Rodgers' side have enjoyed and endured both extremes of this season's tournament, thrashing Slovan Bratislava 5-1 before shipping seven at the hands of Borussia Dortmund. The Hoops held out for a hard-fought 0-0 draw with Atalanta, affording them a decent chance of sneaking into the top 24 according to Opta.

Predicted Position

Club

Predicted Points

9

Barcelona

14.9

10

Sporting CP

14.6

11

Monaco

13.5

12

Bayern Munich

13.1

13

Lille

13.1

14

Stuttgart

13.1

15

Juventus

12.9

16

Atalanta

12.9

17

Feyenoord

12.2

18

Brest

12.1

19

Benfica

11.9

20

PSG

11.9

21

Milan

11.5

22

PSV

10.8

23

Atletico Madrid

10.8

24

Celtic

10.6

The safety net of Europa League qualification for Champions League sides no longer exists. Those who finish 25th or below by the end of the league phase will be immediately eliminated from this season's UEFA tournaments.

Many of the competition's relative minnows are unsurprisingly expected to fall out the trap door at the earliest opportunity. Some will do well to collect a single point - there is an 11.6% chance that Slovakian whipping boys Slovan Bratislava's losing streak is extended.

However, the team which is level on points with Bayern Munich at the Bundesliga summit finds itself rubbing shoulders with these strugglers. RB Leipzig are unbeaten domestically, winning five of their first seven league games, yet have lost all three European ties thus far.

Marco Rose's misfiring outfit have suffered misfortune while navigating a fiendishly difficult fixture list. Atletico Madrid snatched all three points on the opening week with a 90th-minute winner, while RB led twice against a Juventus side reduced to ten men before eventually tumbling to defeat in the closing stages. Leipzig could have no complaints about a convincing 1-0 loss to Liverpool on Wednesday night.

Opta's pre-season prediction had Leipzig finishing tenth in the league phase. Now the unpopular arm of the fizzy drink empire only have five games to save themselves - two of which are against the unbeaten duo of Aston Villa and Inter.

Predicted Position

Club

Predicted Points

25

Sparta Prague

9.7

26

Dinamo Zagreb

9.3

27

Girona

8.0

28

RB Leipzig

8.0

29

Club Brugge

7.6

30

Bologna

6.5

31

Shakhtar Donetsk

5.4

32

Red Star

4.5

33

Young Boys

4.1

34

Sturm Graz

3.6

35

Slovan Bratislava

3.3

36

Red Bull Salzburg

3.0

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