Sergio Aguero has enjoyed a blistering start to the season, scoring six goals in four games, including doubles against Bournemouth and Brighton.
After an injury-affected 2018-19 season, Kevin De Bruyne has immediately hit top form this term, assisting five goals already and scoring one.
And Raheem Sterling has picked up where he left off last season, bagging a hat-trick in the opening-day win at West Ham, as well as goals against Tottenham and Bournemouth.
The trio have been shortlisted alongside Ashley Barnes (Burnley), Roberto Firmino (Liverpool) and Teemu Pukki (Norwich).
Voting closes at 6pm on Monday 9 September, with the winner announced on Friday 13 September at 11am.
Vote for your EA Sports Premier League Player of the Month by clicking this link.