In January, the weather in Stafford is typically cold. Average daily high temperature in January is about 5 degrees above zero. On average, Stafford has 19 sunny, 10 partly cloudy, 1 rainy, and 1 cloudy day in January. The rains are usually light. January as well as February and December is considered the most uncomfortable time to visit Stafford.