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.
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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.