April in Madison is the rainiest and the windiest month of the year. In April, the weather in Madison is typically warm. Average daily high temperature in April is about 19 degrees above zero. On average, Madison has 13 rainy, 8 sunny, 6 partly cloudy, and 3 cloudy days in April. The rains are usually heavy.