January in Geilo is the snowiest, the windiest, and the most freezing month of the year. In January, the weather in Geilo is typically freezing. Average daily high temperature in January is about 7 degrees below zero. On average, Geilo has 17 snowy, 10 cloudy, and 4 sunny days in January. The snowfalls are usually moderate.