According to the 2023 USDA Hardiness Zone Map Tehachapi, California is in Zones 8a (10°F to 15°F) and 8b (15°F to 20°F). There is no change from the 2012 USDA Hardiness Zone Map which has Tehachapi in also in Zones 8a (10°F to 15°F) and 8b (15°F to 20°F).