A stunning Patrick Bamford hat-trick for Leeds United at previously unbeaten Aston Villa was the latest highlight in a season full of surprises so far.
After weeks of goals galore, the scoring calmed a little, with the much anticipated Manchester United-Chelsea encounter ending in a 0-0 stalemate.
West Ham held Manchester City, and champions Liverpool joined Everton at the top with a win-from-behind against Sheffield United.
There are two more games on Monday evening, but there have been plenty of standout performances so far.
To see a picture gallery of the Premier League team of the week so far, simply click on the arrows in the photo gallery above or swipe.