Most, but not all, solar lights survive the winter well even in cold, snowy and icy winters. Some do not, and solar pumps and water fountains also can be damaged by the cold.
This post outlines what lights should be packed away for winter, how to store them properly so they’ll work properly next year, and thing to think about before the rakes, leaf blowers come out.