In January, the weather in Golden is typically cold. Average daily high temperature in January is about 3 degrees above zero. On average, Golden has 15 sunny, 15 partly cloudy, and 1 rainy day in January. The rains are usually light. January as well as February, March, April, and December is considered the most uncomfortable time to visit Golden.