In December, the weather in Madrid is typically cold. Average daily high temperature in December is about 9 degrees above zero. On average, Madrid has 15 sunny, 14 partly cloudy, and 2 rainy days in December. The rains are usually light. December as well as January and February is considered the most uncomfortable time to visit Madrid.