Correct. Vertical acceleration close to the earth's surface is always going to be 9.81m/s/s (neglecting air resistance).
Given a perfect world with no friction, a bigger bike shouldn't get down a hill faster than a smaller bike. But since you are questioning, the high level reasoning can only...