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.
1. 20th - Norwich City
They might have gone up as Championship champions - like Leeds did - but the Canaries are even money favourites to go straight back down and 1500-1 with six firms to win the division. Photo by George Wood/Getty Images.
2. 19th - Watford
The Championship runners-up are joint second favourites to go down at 11-10 and are 1500-1 to win the division with five firms. Photo by Richard Heathcote/Getty Images.
3. 18th - Brentford
The play-off winners are also 11-10 to be relegated and 1500-1 to win the division with one firm. Others go 500s or 1000-1. Could they be the surprise package coming up? Photo by Catherine Ivill/Getty Images.
4. 17th - Southampton
The Saints finished the season in 15th but are 17th in the betting market for the 2020-21 Premier League campaign at a best priced 1500-1 though as short as 200s and seventh favorites to go down at 5-1. Photo by John Sibley - Pool/Getty Images.
5. 16th - Crystal Palace
The Eagles came 14th last season but boss Roy Hodgson is leaving the club and Palace are 16th in the betting market at 1000-1 to win the division and fourth favourites at 5-2 to go down. Photo by HENRY BROWNE/POOL/AFP via Getty Images.
6. 15th - Burnley
Fourth bottom latest time around, Sean Dyche's Clarets are expected to stick around again. Burnley are 15th favourites to win the division at 1000-1 and fifth favourites to go down at 11-4. Photo by ALEX LIVESEY/POOL/AFP via Getty Images.