In November, the weather in Cleveland is typically cold. Average daily high temperature in November is about 9 degrees above zero. On average, Cleveland has 10 rainy, 8 partly cloudy, 7 sunny, 4 cloudy, and 1 snowy day in November. The rains are usually heavy. November as well as January, February, March, and April is considered the most uncomfortable time to visit Cleveland.