West Ham 3 - 1 Chelsea
Rafael Benitez's start as Chelsea manager took a disastrous turn as West Ham staged a second-half comeback with goals from Carlton Cole, Mohamed Diame and Modibo Maiga. Benitez left the pitch to chants of "sacked in the morning".
Arsenal 0 - 2 Swansea
Arsenal's defeat lengthens the worst start to a season they have ever had. Spanish striker Michu scored two late goals for the visitors.
Fulham 0 - 3 Tottenham
Sandro scored Spurs' first with Germaine Defoe scoring twice to give them their third win in a row.
Liverpool 1 - 0 Southampton
Daniel Agger scored the only goal of the game which left Southampton in the relegation zone.
Man City 1 - 1 Everton
City slipped to second place after briefly being top in the league despite being unbeaten this season. Carlos Tevez scored a penalty to cancel out Marouane Fellaini's goal.
QPR 1 - 1 Aston Villa
QPR are yet to win a game this season. Brett Holman scored for Villa after eight minutes before Jamie Mackie scored the equaliser.
West Brom 0 - 1 Stoke
Dean Whitehead scored for Stoke, their first away win of the season.
Reading 3 - 4 Man Utd
United stay top of the league after coming from two goals behind to win. Adam Le Fondre, Sean Morrison and Hal Robson-Kanu scored for Reading. Wayne Rooney scored two for United with Anderson and Van Persie providing the others.