In May, the weather in Lake Geneva is typically warm. Average daily high temperature in May is about 18 degrees above zero. On average, Lake Geneva has 16 rainy, 7 sunny, 6 partly cloudy, and 2 cloudy days in May. The rains are usually heavy. May as well as March, April, and November is considered the most uncomfortable time to visit Lake Geneva.