In February, the weather in Atlanta is typically warm. Average daily high temperature in February is about 13 degrees above zero. On average, Atlanta has 10 sunny, 10 partly cloudy, 7 rainy, and 2 cloudy days in February. The rains are usually moderate. February as well as January and December is considered the most uncomfortable time to visit Atlanta.