In November, the weather in Lake Geneva is typically cold. Average daily high temperature in November is about 6 degrees above zero. On average, Lake Geneva has 8 sunny, 8 cloudy, 8 partly cloudy, and 6 rainy days in November. The rains are usually moderate. November as well as March, April, and May is considered the most uncomfortable time to visit Lake Geneva.