In February, the weather in Atlanta is typically warm. Average daily high temperature in February is about 11 degrees above zero. On average, Atlanta has 13 sunny, 8 rainy, and 8 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 Atlanta.