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