August in Watertown is the sunniest month of the year. In August, the weather in Watertown is typically warm. Average daily high temperature in August is about 23 degrees above zero. On average, Watertown has 18 sunny, 10 rainy, and 3 partly cloudy days in August. The rains are usually moderate.