May in Zanesville is the rainiest month of the year. In May, the weather in Zanesville is typically warm. Average daily high temperature in May is about 21 degrees above zero. On average, Zanesville has 15 rainy, 7 sunny, 5 partly cloudy, and 4 cloudy days in May. The rains are usually heavy.