Fans witnessed some really exciting matches this game week. It all started with Antonio Conte's Chelsea taking on defending champions Leicester City. Chelsea thrashed the Foxes 3-0 to move up the league table.
Diego Costa, Eden Hazard and Victor Moses were on target as the Blues picked up a comfortable and convincing win over Claudio Ranieri's men.
Arsenal took Swansea City and managed to beat them 3-2 to continue their good run of form in the league. Theo Walcott's dream run continued as he scored a brace and birthday boy Mesut Ozil netted the third goal.
Arsenal displayed domination but were unlucky to concede to goals.
League leaders Manchester City once again failed to pick up 3 points as they managed a 1-1 draw against Everton. Sergio Aguero missed a penalty in the game which meant the Cityzens went winless for a straight second game in the Premier League.
AFC Bournemouth were the surprise package of the week as they routed Hull City 6-1. Eddie Howe's men were simply outstanding and outclassed their opponents with ease.
Here are all the results from game week 8
Chelsea FC 3-0 Leicester City
Arsenal 3-2 Swansea City
West Bromwich Albion 1-1 Tottenham Hotspur
Stoke City 2-0 Sunderland
AFC Bournemouth 6-1 Hull City
Manchester City 1-1 Everton
Crystal Palace 0-1 West Ham United
Middlesbrough 0-1 Watford
Southampton 3-1 Burnley FC
Liverpool 0-0 Manchester United
Team of the Week
Goalkeeper: David De Gea
Defenders: Antonio Valencia, Simon Francis, Charlie Daniels
Midfielders: Theo Walcott, Joe Allen, N'Golo Kante, Mesut Ozil, Eden Hazard
Strikers: Charlie Austin, Diego Costa