In December, the weather in Pittsburgh is typically cold. Average daily high temperature in December is about 3 degrees above zero. On average, Pittsburgh has 15 rainy, 13 cloudy, and 3 sunny days in December. The rains are usually moderate. December as well as January, February, March, and April is considered the most uncomfortable time to visit Pittsburgh.