September in Huntsville is the sunniest month of the year. In September, the weather in Huntsville is typically warm. Average daily high temperature in September is about 18 degrees above zero. On average, Huntsville has 15 sunny, 11 rainy, 3 partly cloudy, and 1 cloudy day in September. The rains are usually heavy.