September in Capitol Heights is the sunniest month of the year. In September, the weather in Capitol Heights is typically warm. Average daily high temperature in September is about 26 degrees above zero. On average, Capitol Heights has 12 sunny, 10 rainy, 5 partly cloudy, and 3 cloudy days in September. The rains are usually heavy.