In October, the weather in Madrid is typically warm. Average daily high temperature in October is about 19 degrees above zero. On average, Madrid has 24 sunny, 5 partly cloudy, and 2 rainy days in October. The rains are usually light. October as well as May and September is considered the most comfortable time to visit Madrid.