February in Capitol Hill is the windiest and the coldest month of the year. In February, the weather in Capitol Hill is typically warm. Average daily high temperature in February is about 27 degrees above zero. On average, Capitol Hill has 10 sunny, 10 partly cloudy, 8 rainy, and 1 cloudy day in February. The rains are usually light.