In May, the weather in Panama City Beach is typically warm. Average daily high temperature in May is about 25 degrees above zero. On average, Panama City Beach has 15 sunny, 7 rainy, 7 partly cloudy, and 2 cloudy days in May. The rains are usually moderate. May as well as April, October, and November is considered the most comfortable time to visit Panama City Beach.