January in Chanute is the snowiest and the coldest month of the year. In January, the weather in Chanute is typically cold. Average daily high temperature in January is about 6 degrees above zero. On average, Chanute has 13 sunny, 9 partly cloudy, 5 cloudy, 2 rainy, and 2 snowy days in January. The rains are usually moderate. January as well as February, March, May, and June is considered the most uncomfortable time to visit Chanute.