February in Milwaukee is the windiest month of the year. In February, the weather in Milwaukee is typically freezing. Average daily high temperature in February is about 2 degrees below zero. On average, Milwaukee has 16 cloudy, 6 snowy, 4 sunny, 2 rainy, and 1 partly cloudy day in February. The snowfalls are usually moderate.