how long do ice cream cakes last? ice cream cake generally only lasts for seven to ten days in the freezer. it will not keep as long as just plain ice cream or frozen, unfrosted cake layers. since it often contains whipped cream frosting, which has a short shelf life, it is best when eaten within seven to ten days.