According to the 2023 USDA Hardiness Zone Map Baileys Harbor, Wisconsin is in Zones 5b (-15°F to -10°F). There is no change from the 2012 USDA Hardiness Zone Map which has Baileys Harbor in also in Zones 5b (-15°F to -10°F).