Sabalenka, a two-time Australian Open champion, is bidding to reach her fourth straight Melbourne final and avenge a shock defeat last year to Madison Keys.
La Liga's top scorer Mbappe reached 21 goals for the season in the competition to help Madrid see off a spirited Villarreal side, now fourth in the table.