The Hammers are in the bottom three after conceding 13 goals in five games.
Theo Walcott scored for Arsenal in their 4-1 win at Hull City.
Leicester City produced one of the greatest ever footballing feats last season in winning the Premier League title.
Crystal Palace made it two wins in two after beating Stoke City 4-1.
These are heady days at the John Smith's Stadium and Huddersfield Town fans are loving every minute of their early season surge.
Leeds United have to take a chance on their young goalkeeper at some point.
The ex-Aston Villa boss wanted the West Ham United man, who was then at Nottingham Forest.
The South Korean has put in two good performances in a row in the Premier League for Tottenham Hotspur.
The Middlesbrough boss saw his side beaten 3-1 by the Blues on Saturday afternoon.
Arsenal beat Hull City 4-1 at the KC Stadium this weekend.
With the Premier League season right around the corner, who will start and who will miss out for Arsenal? We take a look here.
Hull City are on the lookout for a new manager, having lost Steve Bruce earlier in the summer. Could Ryan Giggs be the answer to the Tigers' problem?
Fulfilling his destiny, Jose Mourinho has finally taken the helm at Old Trafford with the aim of turning the club back into a Premiership-winning force.