August in Madison is the sunniest month of the year. In August, the weather in Madison is typically hot. Average daily high temperature in August is about 28 degrees above zero. On average, Madison has 20 sunny, 10 partly cloudy, and 1 rainy day in August. The rains are usually moderate. August as well as September is considered the most comfortable time to visit Madison.