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 25 degrees above zero. On average, Madison has 23 sunny, 6 partly cloudy, and 2 rainy days in August. The rains are usually light. August as well as September is considered the most comfortable time to visit Madison.