We don't ever get snow here in the SF Bay Area, but we do get a good bit of rain in the winters. I had wondered if it would make sense to keep a set of "all seasons" for winter wet time, but from what I've been reading they really aren't any better than performance tires.
https://www.bmwblog.com/2015/10/05/a...-for-the-rain/