In December, the weather in Lake Geneva is typically freezing. Average daily high temperature in December is about 1 degree below zero. On average, Lake Geneva has 14 cloudy, 7 snowy, 4 sunny, 3 rainy, and 3 partly cloudy days in December. The snowfalls are usually light.