Anthem, AZ Weather. The average temperature of Anthem is 65.17°F, which is about the same as the Arizona average temperature of 65.97°F and is much higher than the national average temperature of 54.45°F. Topics: Heating Cost Index Cooling Cost Index Historical Temperature Historical Precipitation Historical Snow Historical Humidity Historical Wind Speed