In November, the weather in Aspen is typically cold. Average daily high temperature in November is about 2 degrees above zero. On average, Aspen has 15 sunny, 8 snowy, 5 partly cloudy, and 2 cloudy days in November. The snowfalls are usually moderate. November as well as February, March, April, and May is considered the most uncomfortable time to visit Aspen.