In April, the weather in Watertown is typically warm. Average daily high temperature in April is about 12 degrees above zero. On average, Watertown has 11 sunny, 8 partly cloudy, 7 rainy, 3 cloudy, and 1 snowy day in April. The rains are usually moderate. April as well as March and November is considered the most uncomfortable time to visit Watertown.