In February, the weather in Orlando is typically warm. Average daily high temperature in February is about 22 degrees above zero. On average, Orlando has 12 sunny, 8 partly cloudy, 7 rainy, and 2 cloudy days in February. The rains are usually heavy. February as well as January, March, November, and December is considered the most comfortable time to visit Orlando.