February in Rochester is the snowiest month of the year. In February, the weather in Rochester is typically freezing. Average daily high temperature in February is about 1 degree below zero. On average, Rochester has 13 snowy, 9 cloudy, 6 rainy, and 1 sunny day in February. The snowfalls are usually moderate.