In February, the weather in Geneva is typically cold. Average daily high temperature in February is about 6 degrees above zero. On average, Geneva has 8 rainy, 8 sunny, 8 cloudy, 4 partly cloudy, and 1 snowy day in February. The rains are usually heavy. February as well as January, March, April, and May is considered the most uncomfortable time to visit Geneva.