Yep. The cheaper the better. You want clay and nothing else. A big bag from Walmart will last you forever. The other option is oil absorbent from an auto-parts store. Same material.
The trick to realistic ballast is to sift it first using a colander. Use the big pieces for ballast and what is left for random landscaping.