In April, the weather in Watertown is typically warm. Average daily high temperature in April is about 10 degrees above zero. On average, Watertown has 9 rainy, 8 partly cloudy, 7 sunny, and 6 cloudy days in April. The rains are usually moderate. April as well as January, March, and November is considered the most uncomfortable time to visit Watertown.