In May, the weather in Ocean Shores is typically warm. Average daily high temperature in May is about 13 degrees above zero. On average, Ocean Shores has 13 rainy, 8 sunny, 8 partly cloudy, and 2 cloudy days in May. The rains are usually moderate.