In February, the weather in Anchorage is typically freezing. Average daily high temperature in February is about 2 degrees below zero. On average, Anchorage has 8 cloudy, 8 partly cloudy, 7 snowy, and 6 sunny days in February. The snowfalls are usually moderate.