April in Huntsville is the windiest month of the year. In April, the weather in Huntsville is typically warm. Average daily high temperature in April is about 25 degrees above zero. On average, Huntsville has 14 sunny, 11 partly cloudy, and 5 rainy days in April. The rains are usually heavy. April as well as October and November is considered the most comfortable time to visit Huntsville.