January in Winston Salem is the coldest month of the year. In January, the weather in Winston Salem is typically cold. Average daily high temperature in January is about 7 degrees above zero. On average, Winston Salem has 13 sunny, 12 partly cloudy, and 6 rainy days in January. The rains are usually heavy. January as well as February, March, and December is considered the most uncomfortable time to visit Winston Salem.