May in Pigeon Forge is the rainiest month of the year. In May, the weather in Pigeon Forge is typically warm. Average daily high temperature in May is about 23 degrees above zero. On average, Pigeon Forge has 12 rainy, 11 sunny, and 8 partly cloudy days in May. The rains are usually moderate.