January in Bentonville is the coldest month of the year. In January, the weather in Bentonville is typically cold. Average daily high temperature in January is about 5 degrees above zero. On average, Bentonville has 16 sunny, 12 partly cloudy, and 3 rainy days in January. The rains are usually light. January as well as February, March, and December is considered the most uncomfortable time to visit Bentonville.