They're trying that in SF. It's called Flywheel. And it's more expensive than Uber and not as good of an experience, because you have no power to rate down poor drivers.
It's more expensive because the cost is not subsidized by VC capital, and the rates are regulated in order to provide wage floors for the drivers (amongst other things). Not everybody values minimum wages, but it's worth knowing why the cost is higher.