In February, the weather in Powder Springs is typically warm. Average daily high temperature in February is about 11 degrees above zero. On average, Powder Springs has 12 sunny, 10 rainy, and 7 partly cloudy days in February. The rains are usually heavy. February as well as January, March, July, and August is considered the most uncomfortable time to visit Powder Springs.