May in Chapel Hill is the rainiest and the cloudiest month of the year. In May, the weather in Chapel Hill is typically warm. Average daily high temperature in May is about 24 degrees above zero. On average, Chapel Hill has 11 rainy, 9 sunny, 9 partly cloudy, and 2 cloudy days in May. The rains are usually moderate.