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Lionel Messi and Cristiano Ronaldo excluded in the most valuable XI - CIES

RB - Trent Alexander Arnold
RB - Trent Alexander Arnold
CM - Paul Pogba
CM - Paul Pogba
Fwd - Mohamed Salah
Fwd - Mohamed Salah
CM: Philippe Coutinho
CM: Philippe Coutinho
CB: Aymeric Laporte
CB: Aymeric Laporte
RW: Raheem Sterling
RW: Raheem Sterling
LW: Kylian Mbappe
LW: Kylian Mbappe
GK: Alisson
GK: Alisson
CM: Bernardo Silva
CM: Bernardo Silva
LB - Andy Robertson
LB - Andy Robertson
CB: Virgil van Dijk
CB: Virgil van Dijk
The most valuable XI in world football has been revealed with five time Ballon d'Or winners' Cristiano Ronaldo and Lionel Messi failing to make the team.   CIES Football Observatory released a study of the 100 of the most valuable football players in the world who are still actively playing.    Scroll through the gallery above to see the most valuable XI according to the CIES studies   Surprisingly, Messi and Ronaldo were not even included in the top three of the list despite their legendary exploits in the game that have seen them considered as the greatest to ever play the game.   READ: Top 10 highest paid players in world football    The ability of the two players are still extraordinary but the research uses a special algorithm that formulates values based on several variables.   Age, contract status, position, playing minutes, number of goals, international status and team match results hold the most weight in the overall valuation of each player.   Messi, who scored a total of 51 goals last season was ranked fourth in the list with a market value of €167.4 million.   Ronaldo, on the other hand, scored 27 goals in his first season in Italy but the fact that he's 34 years old affected the unique algorithm.    Thus, the two 'gods of football' failed to make the overall the starting line-up of the most valuable players in the world after the 2018/19 season as the current value of Ronaldo and Messi is inferior to Mohamed Salah, Raheem Sterling and 20-year-old Kylian Mbappe.   Top 25 Most Valuable Players:   25. Aymeric Laporte (Manchester City) - €105.4m  ?24. Alisson (Liverpool) - €107.5m ? 23. Paulo Dybala (Juventus) - €108.2m  ?22. Virgil van Dijk (Liverpool) - €112.1m ? 21. Ousmane Dembele ( Barcelona) - €117.1m ? 20. Cristiano Ronaldo (Juventus) - €118.1m  ?19. Eden Hazard (Real Madrid) - €120.7m ? 18. Marcus Rashford (Manchester United) - € 123.5m ? 17. Neymar (Paris Saint-Germain) - € 124.7m ? 16. Paul Pogba (Manchester United) - € 125.1m ? 15. Romelu Lukaku (Manchester United) - € 125.2m ? 14. Philippe Coutinho (Barcelona) - € 129.4m ? 13. Trent Alexander-Arnold (Liverpool) - € 130.2m ? 12. Gabriel Jesus (Manchester City) - € 130.6m  ?11. Bernardo Silva (Manchester City) - €136.9m ?10. Leroy Sane (Manchester City) - € 137.1m ? 9. Antoine Griezmann (Atletico Madrid) - € 143.8m  ?8. Roberto Firmino (Liverpool) - € 144.2m ? 7. Harry Kane (Tottenham Hotspur) - € 155.2m  ?6. Sadio Mane (Liverpool) - € 157.8m ? 5. Jason Sancho (Borussia Dortmund) - € 159.4m  ?4. Lionel Messi (Barcelona) - € 167.4m  ?3. Raheem Sterling (Manchester City) - € 207.8m  ?2. Mohammed Salah (Liverpool) - € 219.6m ? 1. Kylian Mbappe (Paris Saint-Germain) - € 252.0m

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