February in Madrid is the windiest month of the year. In February, the weather in Madrid is typically warm. Average daily high temperature in February is about 10 degrees above zero. On average, Madrid has 14 sunny, 13 partly cloudy, and 2 rainy days in February. The rains are usually light. February as well as January and December is considered the most uncomfortable time to visit Madrid.