Players were selected according to the CIES Performance Index powered by Opta data.
Only footballers fielded for at least 900 domestic league minutes since the start of the 2021/22 season were included in the line-ups.
Ten of the eleven players in the English Premier League best XI are from Manchester City (Dias, Laporte, Cancelo, Rodri, Silva) and Liverpool FC (Alexander-Arnold, Henderson, Salah, Jota, Mané), the only exception being Chelsea FC’s goalkeeper Edouard Mendy.
In Spain, we find six Real Madrid players (Courtois, Alaba, Casemiro, Modrić, Benzema and Vinícius), three from Sevilla (Koundé, Acuña and Jordán), and one from both Barcelona (Dest) and Betis (Fekir).
Only three clubs are represented in the German Bundesliga best XI: Bayern (7 players), Borussia Dortmund (3) and Bayer Leverkusen (Patrik Schick).
Conversely, the French Ligue 1 best XI includes players from a record number of six clubs: Paris St-Germain (4 players), Olympique de Marseille (3), as well as Montpellier, Lens, Rennes and Brest.
Finally, in Italy, Inter is the most represented club (4 players), ahead of Milan (3), Napoli (3) and Sassuolo (Domenico Berardi).
About the CIES Football Observatory
The CIES Football Observatory is a research group created in 2005 within the Swiss-based Centre International d’Étude du Sport (CIES). It specialises in the statistical analysis of football, in particular in the areas of demographics, transfer values and performance. Click here for more information.
About the CIES
The International Centre for Sports Studies (CIES) is an independent study centre located in Neuchâtel, Switzerland. It was created in 1995 as a joint venture between the Fédération Internationale de Football Association (FIFA), the University of Neuchâtel, the City and State of Neuchatel. Click here for more information. Click here for more information.
CIES – Centre International d’Étude du Sport
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Phone +41 32 718 39 00
Fax +41 32 718 39 01