The Bees, Championship champions Norwich City and runners-up Watford are all coming up whilst relegated trio Sheffield United, West Brom and Fulham are all demoted to the second tier.
Leeds United finished ninth in their first season back in the Premier League but where are the Whites predicted to finish in their second campaign back?
Based on the bookmakers odds for the 2021-22 top flight title, Lee Sobot runs through where the odds compilers are predicting each team to finish in reverse order, from bottom to top.
The fixtures for the new season are being unveiled at 9am on Wednesday, June 16.
13. 8th - Leeds United
Not enough for Europe? Marcelo Bielsa's Whites stormed to ninth in the first season back and Leeds are now eighth favourites at 159-1 to win the league. United are 11th favourites to go down at 11s. Photo by Frank Augstein - Pool/Getty Images.
14. 7th - Leicester City
The Foxes just missed out on Champions League qualification by finishing fifth and a drop to seventh is now envisaged. Leicester are 129-1 to win the division and 66-1 to be relegated. Photo by Laurence Griffiths/Getty Images.
15. 6th - Arsenal
The Gunners only finished the 2020-21 season in eighth but a jump up is predicted as Arsenal are sixth favourites for the title at 80-1 and 66-1 for the drop. Photo by Mike Hewitt/Getty Images.
16. 5th - Tottenham Hotspur
There are likely to be plenty of developments at Spurs who finished seventh last season but are now fifth favorites to win the league at 69-1 and 200s to go down. Photo by Shaun Botterill/Getty Images.
17. 4th - Manchester United
There's a clear big four according to the betting market with last season's runners-up Manchester United fourth favourites for the title at 9-1. Photo by PAUL ELLIS/POOL/AFP via Getty Images.
18. 3rd - Chelsea
Fresh from defeating Manchester City in the Champions League final, Thomas Tuchel's Blues who finished fourth last season are third favourites for the Premier League title at 6-1. Photo by Michael Steele/Getty Images