I haven't had the chance to get into clipless but for me - city or ice/snow I ride BMX platforms (with all the spiky studs - watch your shins!) and in rural/summer conditions I use clips.

in the city I wear through a set of brake pads every 1000 km, so you can imagine that I drop my foot often, and as far as snow and ice goes, my sorels don't come with cleats