January in Fredericton is the most freezing month of the year. In January, the weather in Fredericton is typically freezing. Average daily high temperature in January is about 5 degrees below zero. On average, Fredericton has 15 cloudy, 11 snowy, 3 sunny, and 2 partly cloudy days in January. The snowfalls are usually heavy.