In August, the weather in Aspen is typically warm. Average daily high temperature in August is about 14 degrees above zero. On average, Aspen has 22 rainy and 9 sunny days in August. The rains are usually heavy. August as well as April, May, July, and September is considered the most uncomfortable time to visit Aspen.