If you’re looking forward to lots of outings with your partner, take a look at these details about year-round temperatures in Madrid: The hottest months are usually September and August, with an average temperature of 15°C, while the coldest months are December and January, with an average of 15°C. The rainiest months in Madrid are November, March, April and October, with each month seeing an average of 309 mm of rainfall.