May in Washington is the rainiest month of the year. In May, the weather in Washington is typically warm. Average daily high temperature in May is about 22 degrees above zero. On average, Washington has 13 rainy, 8 sunny, 5 cloudy, and 5 partly cloudy days in May. The rains are usually moderate.