February in Asheville is the windiest month of the year. In February, the weather in Asheville is typically cold. Average daily high temperature in February is about 6 degrees above zero. On average, Asheville has 10 rainy, 9 partly cloudy, 8 sunny, and 2 cloudy days in February. The rains are usually moderate. February as well as January, March, and December is considered the most uncomfortable time to visit Asheville.