February in Sherbrooke is the snowiest and the cloudiest month of the year. In February, the weather in Sherbrooke is typically freezing. Average daily high temperature in February is about 5 degrees below zero. On average, Sherbrooke has 22 snowy and 7 cloudy days in February. The snowfalls are usually moderate.