In February, the weather in Key West is typically warm. Average daily high temperature in February is about 22 degrees above zero. On average, Key West has 22 sunny, 5 partly cloudy, and 2 rainy days in February. The rains are usually light. February as well as January, March, April, and November is considered the most comfortable time to visit Key West.