In February, the weather in Alpharetta is typically warm. Average daily high temperature in February is about 13 degrees above zero. On average, Alpharetta has 10 rainy, 8 sunny, 6 partly cloudy, and 5 cloudy days in February. The rains are usually heavy. February as well as January, June, July, and August is considered the most uncomfortable time to visit Alpharetta.