January in Boulder is the snowiest month of the year. In January, the weather in Boulder is typically freezing. Average daily high temperature in January is about zero. On average, Boulder has 15 partly cloudy, 12 sunny, 2 snowy, and 2 cloudy days in January. The snowfalls are usually light.