February in Washington is the windiest and the cloudiest month of the year. In February, the weather in Washington is typically cold. Average daily high temperature in February is about 6 degrees above zero. On average, Washington has 10 rainy, 7 cloudy, 6 sunny, and 6 partly cloudy days in February. The rains are usually heavy. February as well as January, March, April, and December is considered the most uncomfortable time to visit Washington.