February in Saint Johnsbury is the cloudiest month of the year. In February, the weather in Saint Johnsbury is typically freezing. Average daily high temperature in February is about 5 degrees below zero. On average, Saint Johnsbury has 16 snowy, 11 cloudy, and 2 sunny days in February. The snowfalls are usually moderate.