City's Bernardo Silva and Mateo Kovacic both misfired in the shootout to put Madrid in the driving seat
"We are really happy because two Real players were among the best in Europe," said club president Florentino Perez.
The Portugal marksman also played a key role in his country's triumph at Euro 2016.