In May, the weather in Aspen is typically cold. Average daily high temperature in May is about 6 degrees above zero. On average, Aspen has 23 rainy, 5 sunny, 2 cloudy, and 1 snowy day in May. The rains are usually heavy. May as well as April, July, August, and September is considered the most uncomfortable time to visit Aspen.