The accident happened when two cars collided head on late on Sunday some 23 km (14 miles) from Moscow near a turnoff to the satellite city of Korolev. Three cars then crashed into them and burst into flames killing seven people instantly.
A team of investigators is currently working at the scene.
Moscow's highways are extremely congested on Sundays as many city residents return home from weekend breaks in the countryside.