In May, the weather in Ashland is typically warm. Average daily high temperature in May is about 12 degrees above zero. On average, Ashland has 12 rainy, 10 sunny, 5 partly cloudy, and 4 cloudy days in May. The rains are usually heavy. May as well as March, April, October, and November is considered the most uncomfortable time to visit Ashland.