January in Boise is the snowiest month of the year. In January, the weather in Boise is typically cold. Average daily high temperature in January is about 3 degrees above zero. On average, Boise has 11 partly cloudy, 8 sunny, 6 rainy, 4 cloudy, and 2 snowy days in January. The rains are usually moderate. January as well as February, March, November, and December is considered the most uncomfortable time to visit Boise.