I ride my fat bike strictly in the winter when the snow is thick. My studded tires are on there permanently. I also have a beater mtn bike with studded tires for light snow but the ride on frozen footprints is terribly uncomfortable.
Spring, summer and fall before the frost, I ride my summer road bike.
My garage is full of other bikes for my wife and my two sons.