In May, the weather in May Pen is typically hot. Average daily high temperature in May is about 28 degrees above zero. On average, May Pen has 19 rainy and 12 sunny days in May. The rains are usually heavy. May as well as June, July, August, and September is considered the most uncomfortable time to visit May Pen.