Rock climbing is huge in the vicinity of New Paltz. With respect to winter sports, you can descend a single-black for most of 1600 vertical feet within an hour from the town. This is the Catskill region.
For New York’s alpine sports region of Olympic notoriety, you would travel farther north, of course, to the Adirondacks.