In May, the weather in Calgary is typically warm. Average daily high temperature in May is about 14 degrees above zero. On average, Calgary has 14 rainy, 8 sunny, 5 partly cloudy, and 4 cloudy days in May. The rains are usually moderate. May as well as March, April, June, and November is considered the most uncomfortable time to visit Calgary.