In February, the weather in Washington is typically cold. Average daily high temperature in February is about 7 degrees above zero. On average, Washington has 8 sunny, 8 cloudy, 6 rainy, 5 partly cloudy, and 2 snowy days in February. The rains are usually heavy. February as well as January, March, November, and December is considered the most uncomfortable time to visit Washington.