You can plan your beach trip with this snapshot of the seasons in Geneva: The hottest months are usually July and August, with an average temperature of 19°C, while the coldest months are January and February, with an average of -2°C. The snowiest months in Geneva are January, March, February and December, with each month seeing an average of 19 cm of snowfall.