Taking into account the local weather in Taos Ski Valley can help you maximize your time at the pool during your trip. The hottest months are usually July and August with an average temp of 60°F, while the coldest months are January and December with an average of 25°F. The snowiest months in Taos Ski Valley are January, December, March, and November, with each month seeing an average of 16 inches of snowfall.