In September, the weather in Watertown is typically warm. Average daily high temperature in September is about 21 degrees above zero. On average, Watertown has 20 sunny, 7 partly cloudy, and 3 rainy days in September. The rains are usually light. September as well as August is considered the most comfortable time to visit Watertown.