In May, the weather in Medford is typically warm. Average daily high temperature in May is about 19 degrees above zero. On average, Medford has 13 rainy, 9 sunny, 7 partly cloudy, and 2 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 Medford.