In April, the weather in Leavenworth is typically cold. Average daily high temperature in April is about 7 degrees above zero. On average, Leavenworth has 15 rainy, 8 cloudy, 4 sunny, and 3 partly cloudy days in April. The rains are usually moderate. April as well as February, March, and November is considered the most uncomfortable time to visit Leavenworth.