Parker, last season's winner, has been a key part of the Spurs side fighting for Champions League football this season, while Van Persie has struck 34 goals for the Gunners in all competitions.
Rooney, meanwhile, has netted 24 league goals for United this season, and the club are currently leading the Premier League.
Van Persie has been installed as the early bookmakers' favourite, ahead of Silva and Rooney.
Sergio Aguero (Manchester City)
Joe Hart (Manchester City)
Scott Parker (Tottenham Hotspur)
Robin Van Persie (Arsenal)
Wayne Rooney (Manchester United)
David Silva (Manchester City)