November in Ashland is the windiest month of the year. In November, the weather in Ashland is typically cold. Average daily high temperature in November is about 3 degrees above zero. On average, Ashland has 14 cloudy, 4 rainy, 4 snowy, 4 sunny, and 4 partly cloudy days in November. The rains are usually moderate. November as well as January, March, April, and May is considered the most uncomfortable time to visit Ashland.