Winter tires for bicycles are good in 1-2 centimeters of snow. I've used Schwalbe Spike Pro for a couple of winters now and you need to slow down if you see snow deeper that 1 or 2 centimeters. If you intend on riding in thicker snow conditions, fatbikes are a better bet, I beleive.