The teams were tied at 34-34 at the break, but Drexel appeared to take command with a 19-5 run midway through the second half. Rider, though, rallied late and eventually cut the lead to 70-65 with 38 seconds left.
However, the Broncs would not get any closer, and the Dragons sealed the win by making 8-of-10 free throws over the final 71 seconds.
Drexel also won the battle of the boards, outrebounding Rider 42-30.