In May, the weather in Capitol Hill is typically hot. Average daily high temperature in May is about 29 degrees above zero. On average, Capitol Hill has 18 rainy, 10 sunny, and 3 partly cloudy days in May. The rains are usually moderate. May as well as June, July, August, and September is considered the most uncomfortable time to visit Capitol Hill.