Chelsea lost 2-1 to Southampton as the home team came back from a goal down to hand the Blues their second loss of the season.
Liverpool came back from a one-goal deficit with a late 97th-minute winner against Newcastle to snatch a win.
Elsewhere, Manchester City demolished Nottingham Forest 6-0 while Arsenal continued their winning start to the season by beating Aston Villa 2-1.
Here is how the table looks right now, with only one game remaining today (Manchester United vs Leicester City).
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