In December, the weather in Denville is typically cold. Average daily high temperature in December is about 4 degrees above zero. On average, Denville has 11 cloudy, 9 rainy, 6 sunny, and 5 partly cloudy days in December. The rains are usually heavy. December as well as January, February, March, and May is considered the most uncomfortable time to visit Denville.