February in Fredericton is the snowiest and the cloudiest month of the year. In February, the weather in Fredericton is typically freezing. Average daily high temperature in February is about 5 degrees below zero. On average, Fredericton has 17 snowy, 8 cloudy, 2 sunny, and 2 partly cloudy days in February. The snowfalls are usually moderate.