In May, the weather in Monument is typically warm. Average daily high temperature in May is about 14 degrees above zero. On average, Monument has 16 rainy, 7 sunny, 6 partly cloudy, and 2 cloudy days in May. The rains are usually heavy. May as well as January, February, March, and April is considered the most uncomfortable time to visit Monument.