February in Aspen is the snowiest and the cloudiest month of the year. In February, the weather in Aspen is typically freezing. Average daily high temperature in February is about 6 degrees below zero. On average, Aspen has 25 snowy, 2 sunny, and 2 cloudy days in February. The snowfalls are usually heavy.