In December, the weather in Waterville is typically freezing. Average daily high temperature in December is about 1 degree below zero. On average, Waterville has 11 snowy, 7 sunny, 7 partly cloudy, 4 rainy, and 2 cloudy days in December. The snowfalls are usually heavy.