Studded tires turn the ice to asphalt, i'm not sure how anyone would winter commute without them, there is so much freeze/thaw here.
But yeah I'm the same, good to ride until -15 then its just too hard to keep the hands/head warm. Takes me 15 minutes to get to work by bike, or 45 minutes by...