The Premier League giant netted twice inside the first 10 minutes to allay any fears over their progression to the Quarterfinals, winning 6-2 on aggregate.
Madrid absorbed plenty of pressure to hold on against RB Leipzig and book their spot in the next round.
Leipzig did not appear to be overawed by the setting, creating the bulk of the chances in the early going as they looked to pull level in the tie.