December in Calgary is the snowiest and the most freezing month of the year. In December, the weather in Calgary is typically freezing. Average daily high temperature in December is about 5 degrees below zero. On average, Calgary has 14 partly cloudy, 9 cloudy, 6 sunny, and 2 snowy days in December. The snowfalls are usually light.