I don't know, I road my single speed paper route bike in the snow for five straight winters, no brakes. Definitely sketchy, especially with a full load of papers. But in those five years I only crashed a handful of times, usually on black ice. Fixed gear this winter seemed difficult, but that was with 23c tires and way too steep of a gear ratio. Apples vs. Oranges maybe?