Madrid sits in the middle of a country that is unusually easy to explore by rail. Almost every escape in this list is under two hours from the centre, costs less than a good dinner and works as a day trip or a slow weekend. Autumn is the ideal moment, with cooler air, fewer crowds and landscapes that finally look like the postcards.
Why the train works so well
Spain's regional and high speed trains leave from stations that are connected to the metro, and tickets bought in advance are often cheaper than driving once you count parking. The main stations are Atocha for the south and east, Chamartín for the north. Give yourself twenty minutes at the station. Security checks are quick but the platforms are a long walk.
Toledo, twenty five minutes away
Toledo is the easiest escape and one of the most rewarding. The high speed train takes around thirty minutes and the station sits below the old city, with a bus or a short climb up to the walls. Autumn is perfect for the steep lanes because the heat no longer makes them punishing.
See the cathedral, the two synagogues and the views from the Alcázar side. Stay for dinner if you can. The city empties out after the day trippers leave and the streets become something else entirely.
Segovia, the aqueduct and the roast
Segovia is around thirty minutes by high speed train, plus a short bus from the station to the centre. The Roman aqueduct is the obvious draw, and it is genuinely astonishing in person. Behind it, the cathedral and the alcázar sit on a ridge above the plains.
Segovia is famous for roast suckling pig and beans. Book a table for lunch rather than hoping to walk in, especially at weekends in October.
Ávila, walls and cold air
Ávila is an hour and a half by regional train, and the journey itself is part of the appeal as it climbs onto the plateau. The medieval walls are among the best preserved in Europe and you can walk a section of them.
Bring a warmer jacket than you think you need. Ávila is one of the highest provincial capitals in Spain and autumn evenings arrive early.
Cuenca, hanging houses and quiet lanes
Cuenca is just under an hour by high speed train. The old town clings to the edge of a gorge, and the famous hanging houses lean out over the drop. The abstract art museum is excellent and the surrounding countryside is beautiful in October.
This is the trip to choose if you want a full weekend rather than a day out. There are small hotels in the old town with views across the gorge.
Aranjuez, gardens and the river
Aranjuez is forty five minutes on the commuter line and it costs little more than a city fare. The royal palace, the formal gardens and the tree lined avenues along the Tagus make an easy, gentle day, and autumn turns the avenues gold.
Take a picnic. The gardens are made for it.
Practical notes on tickets
Book high speed tickets a few weeks ahead for the best prices and choose a fixed time rather than a flexible fare. Regional trains are cheaper and cannot sell out in the same way, but they are slower. Keep your ticket on your phone and carry identification, because it is checked on some routes.
What to take
Comfortable shoes, a light waterproof, a warm layer for the evening and a little cash for small bars. Most places take cards, but the smallest villages still prefer notes for a coffee.