In February, the weather in Saint Johnsbury is typically freezing. Average daily high temperature in February is about 2 degrees below zero. On average, Saint Johnsbury has 8 snowy, 7 cloudy, 7 partly cloudy, 6 sunny, and 1 rainy day in February. The snowfalls are usually moderate.