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 9 degrees above zero. On average, Cleveland has 13 sunny, 9 rainy, and 9 partly cloudy days in January. The rains are usually heavy. January as well as February and December is considered the most uncomfortable time to visit Cleveland.