February in Waterville is the snowiest and the windiest month of the year. In February, the weather in Waterville is typically freezing. Average daily high temperature in February is about 3 degrees below zero. On average, Waterville has 11 snowy, 8 partly cloudy, 6 sunny, and 4 cloudy days in February. The snowfalls are usually heavy.