January in Mitchell is the windiest, the cloudiest, and the most freezing month of the year. In January, the weather in Mitchell is typically freezing. Average daily high temperature in January is about 4 degrees below zero. On average, Mitchell has 12 cloudy, 10 partly cloudy, 6 sunny, and 3 snowy days in January. The snowfalls are usually light.