January in Kelowna is the snowiest and the most freezing month of the year. In January, the weather in Kelowna is typically freezing. Average daily high temperature in January is about zero. On average, Kelowna has 11 cloudy, 9 partly cloudy, 6 snowy, 3 sunny, and 2 rainy days in January. The snowfalls are usually moderate.