Rovman Powell emerged as the top scorer for DC, scoring 43 off 34 balls with 1 four and 4 sixes. Rishabh Pant made 39 off 33 balls.
After losing 7 wickets in 20 overs, Delhi Capitals set a target of 160 runs for the Indians.
Mumbai Indians chased down the target, beating Delhi Capitals by 5 wickets with 5 balls to spare.
Tim David scored 34 off just 11 balls with 2 fours and 4 sixes. Ishan Kishan and Dewald Brevis scored 48 off 35 balls and 37 off 33 balls, respectively.