Marcelo Bielsa's Whites took an early lead through Patrick Bamford but Blues goals from Olivier Giroud, Kurt Zouma and Christian Pulisic sent Frank Lampard's side top of the league.
Graham Smyth, the YEP's chief football writer, hands out the scores.
7. Stuart Dallas
6 - Unable to have much of an impact in the middle of the park. Tried to get forward from left-back but Werner's pace made that risky.
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8. Mateusz Klich
6 - His quietest game of the season. Like Phillips he was better in the first half than the second. Kante ran the show in the middle.
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9. Raphinha
6 - Looked capable of hurting Chelsea in the first half, unable to create in the second with Chelsea in control and went quiet.
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10. Jack Harrison
5 - Got into positions where he might have hurt Chelsea, had his deliveries been right but his crossing was poor.
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11. Patrick Bamford
6 - Took his goal brilliantly but it was a struggle to get into the game for most of it. Lacked service but when Rodrigo found him in the box he got the finish wrong.
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12. Diego Llorente
6 - A baptism of fire. Came on after nine minutes. Willing to get on the ball but forced it when he went direct. Leeds looked susceptible from corners, free-kicks and crosses. Photo by Matthew Childs - Pool/Getty Images.