In October, the weather in Rhinelander is typically cold. Average daily high temperature in October is about 9 degrees above zero. On average, Rhinelander has 13 rainy, 7 sunny, 7 partly cloudy, and 4 cloudy days in October. The rains are usually heavy. October as well as January, March, April, and May is considered the most uncomfortable time to visit Rhinelander.