In January, the weather in Monument is typically cold. Average daily high temperature in January is about 1 degree above zero. On average, Monument has 14 sunny, 14 partly cloudy, and 3 rainy days in January. The rains are usually light. January as well as February, March, April, and May is considered the most uncomfortable time to visit Monument.