Marcelo Bielsa's side have dropped into the relegation zone following Saturday's 2-1 defeat at home to West Ham which has left Leeds on three points after six games played.
United are one point ahead of second-bottom Burnley who are two points ahead of Norwich City who are yet to pick up a single point.
Based on the best available odds for relegation, we take a look at where the bookies now expect Leeds to finish upon their second season back in the country's top flight.
Leeds stormed to ninth place as a newly-promoted side last term.
7. 7th - West Ham
Odds for relegation: 100-1. Odds for the title: 250-1. Photo by OLI SCARFF/AFP via Getty Images.
8. 8th - Arsenal
Odds for relegation: 66-1. Odds for the title: 250-1. Photo by Stu Forster/Getty Images.
9. 9th - Leicester City
Odds for relegation: 66-1. Odds for the title: 750-1. Photo by Michael Regan/Getty Images.
10. 10th - Brighton
Odds for relegation: 40-1. Odds for the title: 500-1. Photo by Eddie Keogh/Getty Images.
11. 11th - Aston Villa
Odds for relegation: 33-1. Odds for the title: 750-1. Photo by Laurence Griffiths/Getty Images.
12. 12th - Leeds United
Odds for relegation: 10-1. Odds for the title: 1500-1. Photo by OLI SCARFF/AFP via Getty Images