Taking into account the local weather in Phoenix can help you maximize your time at the pool during your trip. The hottest months are usually August and July with an average temp of 57°F, while the coldest months are February and January with an average of 23°F. The snowiest months in Phoenix are January, March, February, and November, with each month seeing an average of 20 inches of snowfall.