December in Denver is the coldest month of the year. In December, the weather in Denver is typically cold. Average daily high temperature in December is about 4 degrees above zero. On average, Denver has 18 sunny, 12 partly cloudy, and 1 rainy day in December. The rains are usually light. December as well as January and February is considered the most uncomfortable time to visit Denver.