January in Bozeman is the windiest month of the year. In January, the weather in Bozeman is typically freezing. Average daily high temperature in January is about 3 degrees below zero. On average, Bozeman has 10 partly cloudy, 7 snowy, 7 sunny, and 7 cloudy days in January. The snowfalls are usually light.