In February, the weather in Fairbanks is typically freezing. Average daily high temperature in February is about 10 degrees below zero. On average, Fairbanks has 11 sunny, 7 partly cloudy, 6 cloudy, and 5 snowy days in February. The snowfalls are usually light. February as well as January, November, and December is considered the most uncomfortable time to visit Fairbanks.