In February, the weather in Birmingham is typically warm. Average daily high temperature in February is about 12 degrees above zero. On average, Birmingham has 10 rainy, 10 sunny, 7 partly cloudy, and 2 cloudy days in February. The rains are usually heavy. February as well as January, July, August, and December is considered the most uncomfortable time to visit Birmingham.