The elbow does connect, and it does knock the breath out of him. For Loki is a Frost Giant, true, but Agent Romanov is something else entirely. However, the punch once again misses its target, as the target is no longer there.

There's a quiet chuckle emanating from somewhere in the darkened room. Guess where, Natasha.