In January, the weather in Capitol Hill is typically warm. Average daily high temperature in January is about 27 degrees above zero. On average, Capitol Hill has 17 rainy, 10 sunny, 3 cloudy, and 1 partly cloudy day in January. The rains are usually heavy.