Assuming that a cab can make the same income in the dead of the night as it does during peak periods is a rather bold assumption.
How much revenue a cab, whether human-operated or autonomous, generates at 1am vs 1pm is entirely irrelevant.
And you're assuming that all cabs are operated 24 hours a day, in three shifts. They are not.