May in Panama City Beach is the sunniest month of the year. In May, the weather in Panama City Beach is typically warm. Average daily high temperature in May is about 26 degrees above zero. On average, Panama City Beach has 22 sunny, 5 partly cloudy, and 4 rainy days in May. The rains are usually light.