The USDA plant hardiness zones for Austin, Texas are 8a-8b. The hardiness zones help gardeners determine what plants will thrive in a certain area based on minimum winter temperatures. For Texas, zones range from 6-9. In Austin, the lowest winter temperature is about 10 degrees Fahrenheit, thus the average zone 8 rating.