Good studded bike tires are like black magic, honestly. When it gets wet and then cold, you could go ice skating on our home street, no problem. Walking is a perilous activity and most avoid it if they can in that time. But somehow studded bike tires don't care the slightest, I can easily ride where I would struggle to walk.