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