In November, the weather in Huntsville is typically warm. Average daily high temperature in November is about 19 degrees above zero. On average, Huntsville has 15 sunny, 10 partly cloudy, 4 rainy, and 1 cloudy day in November. The rains are usually light. November as well as April and October is considered the most comfortable time to visit Huntsville.