February in Bethlehem is the snowiest and the windiest month of the year. In February, the weather in Bethlehem is typically freezing. Average daily high temperature in February is about 1 degree below zero. On average, Bethlehem has 11 cloudy, 5 snowy, 5 sunny, 5 partly cloudy, and 3 rainy days in February. The snowfalls are usually light. February as well as March, April, and December is considered the most uncomfortable time to visit Bethlehem.