The match at the Allianz Arena turned into a home exhibition, with the hosts demolishing Union Berlin 7-0. The main star of the evening was Olise, who earned 88 per cent of the fans' votes in the man of the match poll for his performance. Flashscore also awarded him a perfect 10 rating.
It was the second time in the last three games he received that score, having also been awarded a 10 in the Champions League against Norwegian side Bodö/Glimt (5-0).
The French international recorded his first competitive hat-trick at club level, having previously only scored three goals in a single match in this year's international friendly against Northern Ireland (3-1).
Against Union, he found the net in the 43rd, 73rd and 76th minutes, and also provided a superb assist for Harry Kane's goal in the 54th minute.
According to Opta data, Olise became only the fifth Bayern player since the 2004/05 season to register four goal involvements in a single Bundesliga match.
Just how much he stood out on the pitch is clearly shown by his detailed individual stats, especially in terms of playmaking. Olise had a total of 105 touches and completed 16 progressive carries. He was also highly active in build-up play, making eight progressive passes from 14 attempts.
In the attacking third, the winger found a teammate 35 times out of 42, with an excellent success rate of 83%, and delivered seven accurate passes into the box from 14 attempts.
Olise created one big chance, made two key passes and two accurate through balls. His expected assists (xA) figure reached 0.74.
He was, of course, extremely dangerous in front of goal as well. He threatened the opposition with six shots, five of which were on target. Four of those came from outside the box and two from inside the penalty area. His total expected goals (xG) was 1.15.
Olise was also highly successful in duels, winning 11 out of 19 for a 58% success rate, and completed five successful dribbles from 12 attempts. Overall, he made 53 accurate passes from 62, with an overall success rate of 85%.
Such an outstanding individual performance naturally did not go unnoticed by coach Vincent Kompany, who highlighted that such dominance is above all down to training discipline.
"Talent alone doesn't score goals. Michael scored them because he spent a lot of time working on those shots in training. There's a lot of hard work behind it," praised the Belgian coach.