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 4 degrees above zero. On average, Ashland has 12 cloudy, 6 partly cloudy, 5 rainy, 4 sunny, and 3 snowy days in November. The rains are usually moderate. November as well as March, April, May, and October is considered the most uncomfortable time to visit Ashland.