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 11 rainy, 8 partly cloudy, 7 sunny, and 4 cloudy days in April. The rains are usually heavy. April as well as March, October, November, and December is considered the most uncomfortable time to visit Watertown.