February in Montreal is the cloudiest month of the year. In February, the weather in Montreal is typically freezing. Average daily high temperature in February is about 5 degrees below zero. On average, Montreal has 15 snowy, 12 cloudy, and 2 sunny days in February. The snowfalls are usually heavy.