February in Pittsburgh is the windiest month of the year. In February, the weather in Pittsburgh is typically cold. Average daily high temperature in February is about 2 degrees above zero. On average, Pittsburgh has 12 rainy, 8 cloudy, 4 snowy, 3 sunny, and 2 partly cloudy days in February. The rains are usually heavy. February as well as January, March, April, and December is considered the most uncomfortable time to visit Pittsburgh.