January in Denton is the coldest month of the year. In January, the weather in Denton is typically warm. Average daily high temperature in January is about 11 degrees above zero. On average, Denton has 19 sunny, 9 partly cloudy, 2 rainy, and 1 cloudy day in January. The rains are usually heavy. January as well as July, August, and December is considered the most uncomfortable time to visit Denton.