During the Mannoroth fight right before that, Gul'dan and Mannoroth make a comment that we're impossibly strong, far stronger than mortals should be. The current thinking (somewhat confirmed by Dave Kosak, sorta) is that we've been somehow empowered by the Titan spirit within Azeroth.