The Gunners got things underway with a 2-0 win over Crystal Palace on Friday evening before the Blues saw off Everton in a 1-0 victory at Goodison Park.
Spurs perhaps put in the most comprehensive performance of the lot, however, beating Southampton 4-1 in an assured display.
But how have those opening day triumphs affected all three clubs’ prospects for the remainder of the campaign?
We took a look at the latest predicted table from FiveThirtyEight to find out.
Check out the entire standings, from 20th to first, below...
1. 20th - Nottingham Forest
Pts: 33. GD: -32. % chance of relegation: 55%.
2. 19th: Bournemouth
Pts: 38. GD: -24. % chance of relegation: 36%.
3. 18th: Fulham
Pts: 38. GD: -22. % chance of relegation: 35%.
4. 17th: Southampton
Pts: 40. GD: -22. % chance of relegation: 32%.