Subtle differences in fit.
Tire pressure differences if they vary much.
Gearing differences if you are inclined to favor a certain cadence.
Psychological differences, because they matter.
Not much else explains it.
Generally, it's the nagging feeling that we're giving up some advantage that pushes us to go "faster" on certain bikes.
Under 20mph, not much else is a factor.