I don't know if they'd be as expensive. Of course, to begin with they're going to be more costly, but after a few years in production, I don't see why something without the maintenance requirements, metal/composite construction or engineering constraints of an automobile would cost as much.
Also, cars cost a ton of dough to maintain and power. This might not replace the car, but it could be a good supplement.