In November, the weather in Cleveland is typically cold. Average daily high temperature in November is about 8 degrees above zero. On average, Cleveland has 11 rainy, 8 partly cloudy, 7 sunny, and 4 cloudy days in November. The rains are usually moderate. November as well as February, March, and December is considered the most uncomfortable time to visit Cleveland.