January in Idaho Falls is the most freezing month of the year. In January, the weather in Idaho Falls is typically freezing. Average daily high temperature in January is about 3 degrees below zero. On average, Idaho Falls has 13 snowy, 11 cloudy, 5 sunny, and 2 partly cloudy days in January. The snowfalls are usually light.