January in Cleveland is the coldest month of the year. In January, the weather in Cleveland is typically cold. Average daily high temperature in January is about 7 degrees above zero. On average, Cleveland has 11 sunny, 10 rainy, 9 partly cloudy, and 1 cloudy day in January. The rains are usually moderate. January as well as February and December is considered the most uncomfortable time to visit Cleveland.