In May, the weather in Pine Bluff is typically warm. Average daily high temperature in May is about 26 degrees above zero. On average, Pine Bluff has 16 sunny, 9 rainy, 4 partly cloudy, and 2 cloudy days in May. The rains are usually heavy.