Gary Cahill fired home late on to send Chelsea 13 points clear at the top of the Premier League.
Willian opened the scoring early on from a free-kick, but his goal was ruled out by a Jon Walters penalty.
Cahill, who conceded the penalty early in the game, latched onto the loose ball and fired past Stoke goalkeeper Lee Grant to secure Chelsea all three points. The Blues now need just seven more wins to secure the title.
Na the goal wey garri cahill score be this#STKCHE pic.twitter.com/hIOnAjfCeZ
— Chelsea In Pidgin (@Chelsea4pidgin) March 18, 2017