January in Buffalo is the snowiest, the windiest, the cloudiest, and the most freezing month of the year. In January, the weather in Buffalo is typically freezing. Average daily high temperature in January is about 2 degrees below zero. On average, Buffalo has 20 snowy, 7 cloudy, and 4 rainy days in January. The snowfalls are usually light.