Marcelo Bielsa's Whites attacked throughout but goals from Toby Alderweireld, Son Heung-min and a Harry Kane penalty gave Spurs a 3-0 victory in north London to send Jose Mourinho's side up into third.
Graham Smyth, the YEP's chief football writer, hands out the scores.
1. Illan Meslier
6 - His poor pass contributed to the awarding of Spurs' penalty. Distribution wasn't sparkling. Made some big stops. Photo by Julian Finney/Getty Images.
2. Stuart Dallas
6 - Up against it defensively but did well in his first half duels. Unable to track Son for the second. Made many forward runs, unable to produce in the final third. Photo by Andy Rain - Pool/Getty Images.
3. Pascal Struijk
6 - A steady if unspectacular performance in a tough, tough test against this Spurs attack. Competed well in the air. Photo by Andy Rain - Pool/Getty Images.
4. Luke Ayling
6 - Defended pretty well against a world class attack. Carried the ball out of defence well to bypass Spurs' press at times. Photo by Andy Rain - Pool/Getty Images.
5. Gjanni Alioski
5 - Was having a hard time of it defensively before he conceded the penalty. Unable to take shooting chances in the first half. Photo by Ian Walton - Pool/Getty Images.
6. Kalvin Phillips
7 - Too quiet early on, unable to get on the ball, but when he did he helped Leeds move forward. Battled well throughout and kept going. Photo by Ian Walton - Pool/Getty Images.