In February, the weather in Panama City Beach is typically warm. Average daily high temperature in February is about 16 degrees above zero. On average, Panama City Beach has 16 sunny, 7 partly cloudy, 4 rainy, and 2 cloudy days in February. The rains are usually heavy.