True, we should be careful to not conflate "Manhattan" with "New York City".
That said, I agree with OP's comment within the context of Manhattan. Anyone who owns a car there is very wealthy, even within the context of a wealthy city.
(I don't agree with pegging the divide at 110th street, that's much too low.)