January in Rochester is the cloudiest and the most freezing month of the year. In January, the weather in Rochester is typically freezing. Average daily high temperature in January is about 7 degrees below zero. On average, Rochester has 21 cloudy, 8 snowy, and 2 sunny days in January. The snowfalls are usually light.