In February, the weather in Buffalo is typically freezing. Average daily high temperature in February is about zero. On average, Buffalo has 9 partly cloudy, 8 cloudy, 5 snowy, 4 sunny, and 3 rainy days in February. The snowfalls are usually moderate. February as well as January, March, April, and October is considered the most uncomfortable time to visit Buffalo.