Leroy continued to perform well in the 2017–2018 season and received the ‘Premier League Player of the Month’ award for October 2017. He was part of the club’s squad during the 2017–2018 ‘FA Cup.’ The 2018 ‘EFL Cup’ final, which was held on February 25, 2018, at ‘Wembley Stadium,’ saw ‘Manchester City’ clinching the trophy by scoring 3–0 against ‘Arsenal.’ Leroy played 77 minutes in the match before he was substituted off.