In February, the weather in Niagara Falls is typically freezing. Average daily high temperature in February is about 1 degree below zero. On average, Niagara Falls has 15 snowy, 10 cloudy, 3 rainy, and 1 sunny day in February. The snowfalls are usually moderate.