In February, the weather in Boulder is typically freezing. Average daily high temperature in February is about zero. On average, Boulder has 12 partly cloudy, 10 sunny, 3 rainy, 2 snowy, and 2 cloudy days in February. The rains are usually light. February as well as March, April, and May is considered the most uncomfortable time to visit Boulder.