In November, the weather in Leavenworth is typically cold. Average daily high temperature in November is about 2 degrees above zero. On average, Leavenworth has 13 rainy, 9 snowy, 6 cloudy, and 2 sunny days in November. The rains are usually heavy. November as well as February, March, and April is considered the most uncomfortable time to visit Leavenworth.