In January, the weather in Pullman is typically cold. Average daily high temperature in January is about 1 degree above zero. On average, Pullman has 15 rainy, 12 cloudy, 3 sunny, and 1 partly cloudy day in January. The rains are usually moderate. January as well as February, March, April, and November is considered the most uncomfortable time to visit Pullman.