According to the 2023 USDA Hardiness Zone Map Palm Beach Shores, Florida is in Zones 10b (35°F to 30°F). There is no change from the 2012 USDA Hardiness Zone Map which has Palm Beach Shores in also in Zones 10b (35°F to 30°F).