Last year when we had snow, I cycled home on it with no problems, since it was fresh snow. The next day the cars had had a chance to flatten the snow into a solid icy layer that was impossible to cycle on.
So, I reckon I'll be able to cycle home in the snow one day, and switch over to the studded tyres before cycling again.