May in Whitefish is the windiest month of the year. In May, the weather in Whitefish is typically warm. Average daily high temperature in May is about 14 degrees above zero. On average, Whitefish has 11 rainy, 11 partly cloudy, and 9 sunny days in May. The rains are usually light.