In January, the weather in Washington is typically cold. Average daily high temperature in January is about 5 degrees above zero. On average, Washington has 11 partly cloudy, 9 sunny, 8 rainy, and 3 cloudy days in January. The rains are usually heavy. January as well as February, March, April, and December is considered the most uncomfortable time to visit Washington.