In October, the weather in Panama City Beach is typically warm. Average daily high temperature in October is about 24 degrees above zero. On average, Panama City Beach has 22 sunny, 6 partly cloudy, and 3 rainy days in October. The rains are usually light. October as well as April and November is considered the most comfortable time to visit Panama City Beach.