After Googling pictures, mine must have been a Marx.
Yes, concrete. There was a partial bag of readymix in the garage, so I mixed some with water and poured a layer of it over my graded roadbed and smoothed it out with a trowel. I had about 70 feet of superhighway in the back flowerbed.