May in Newburyport is the rainiest and the cloudiest month of the year. In May, the weather in Newburyport is typically warm. Average daily high temperature in May is about 15 degrees above zero. On average, Newburyport has 12 rainy, 7 sunny, 6 cloudy, and 6 partly cloudy days in May. The rains are usually moderate.