In February, the weather in Chicago is typically freezing. Average daily high temperature in February is about zero. On average, Chicago has 12 cloudy, 6 snowy, 5 rainy, 4 sunny, and 2 partly cloudy days in February. The snowfalls are usually moderate. February as well as March, April, and December is considered the most uncomfortable time to visit Chicago.