In NYC, the difference between a black car and a taxi is guaranteed booking (e.g. you can schedule a black car and they'll actually show up). Generally yes, it is more expensive than a taxi, but it's a pre-negotiated rate.

I'm still not sure how UberX works in NYC from a legal perspective (though I'm sure Uber has an army of lawyers who figured out some loophole).