As others said already the city does a pretty good job at clearing the snow. The only place I really ever found that studded tires were needed were the bike paths on the bridges (both Williamsburg and 59th St. Bridge). It seemed like those paths got the least attention and the snow that accumulated there turned into hard pack snow and eventually to ice.