February in Memphis is the cloudiest month of the year. In February, the weather in Memphis is typically warm. Average daily high temperature in February is about 10 degrees above zero. On average, Memphis has 10 sunny, 10 partly cloudy, and 9 rainy days in February. The rains are usually heavy. February as well as January, March, and December is considered the most uncomfortable time to visit Memphis.