In September, the weather in Cleveland is typically warm. Average daily high temperature in September is about 21 degrees above zero. On average, Cleveland has 15 sunny, 9 partly cloudy, and 6 rainy days in September. The rains are usually moderate. September as well as July and August is considered the most comfortable time to visit Cleveland.