January in Richmond Hill is the snowiest and the most freezing month of the year. In January, the weather in Richmond Hill is typically freezing. Average daily high temperature in January is about 3 degrees below zero. On average, Richmond Hill has 15 snowy, 12 cloudy, 3 sunny, and 1 partly cloudy day in January. The snowfalls are usually moderate.