In May, the weather in Deer Lake is typically cold. Average daily high temperature in May is about 9 degrees above zero. On average, Deer Lake has 21 rainy, 4 sunny, 3 cloudy, and 3 partly cloudy days in May. The rains are usually moderate. May as well as April, June, September, and October is considered the most uncomfortable time to visit Deer Lake.