May in Cleveland is the rainiest month of the year. In May, the weather in Cleveland is typically warm. Average daily high temperature in May is about 24 degrees above zero. On average, Cleveland has 11 rainy, 11 sunny, 8 partly cloudy, and 1 cloudy day in May. The rains are usually moderate.