In February, the weather in Houston is typically warm. Average daily high temperature in February is about 11 degrees above zero. On average, Houston has 10 sunny, 8 rainy, 8 partly cloudy, and 3 cloudy days in February. The rains are usually heavy. February as well as January, March, August, and December is considered the most uncomfortable time to visit Houston.