In February, the weather in Birmingham is typically cold. Average daily high temperature in February is about 6 degrees above zero. On average, Birmingham has 13 rainy, 9 cloudy, 4 sunny, and 3 partly cloudy days in February. The rains are usually light. February as well as January, April, June, and July is considered the most uncomfortable time to visit Birmingham.