Like 65er, I have a dedicated commuting bike for winter, with studded tyres permanently on. This gives me the possibility to err on the safe side in the morning. If it's been below freezing the night before and I suspect black ice, it's easy to grab the bike with studded tyres. Later in winter, I put the summer tyred bikes in storage and use winter bike exclusively.