The striker netted a fine brace against his old rivals as Bayern put the Premier League side to the sword at the Allianz Arena. Along with Kane, Olise enjoyed a swaggering display down the right flank, as Vincent Kompany's side made a statement against Enzo Maresca's Blues on Wednesday evening.
Bayern Munich beat Chelsea 3-1 in a breathless, end-to-end Champions League thriller on Wednesday evening. Bayern, against the run of play, had the lead after 20 minutes; Michael Olise fronted up Joao Pedro in his own box and beat him with his rapid feet, before crossing, where Trevoh Chalobah inadvertently turned it into his own goal.
And just six minutes later, Harry Kane won a penalty from a Moises Caicedo foul, and dispatched it into the bottom corner to extend Bayern's lead. To cap a breathless period, Cole Palmer pulled a goal back seconds later, driving from deep, exchanging passes with Malo Gusto, and finishing brilliantly.
On the hour, a brilliant Bayern move opened Chelsea up and Kane teed up Olise in the area, but his finish was superbly saved by Robert Sanchez in goal. They would not be denied, though, and Kane added Bayern's third with a fine finish from just inside the area after Malo Gusto's attempted slide tackle fell to the England captain.
Palmer thought he had pulled a goal back in the 90th minute, but his clever dinked finish was ruled out for offside.
GOAL rates Bayern's players from the Allianz Arena...