August in Madison is the sunniest month of the year. In August, the weather in Madison is typically warm. Average daily high temperature in August is about 22 degrees above zero. On average, Madison has 15 sunny, 10 rainy, and 6 partly cloudy days in August. The rains are usually moderate.