Product Detail Mineral turpentine, commonly referred to as turpentine substitute, turps substitute, or just turps, is a low-cost petroleum-based alternative for vegetable-based turpentine. It's often used as an organic solvent in various applications and as a paint thinner for diluting oil-based paint and cleaning brushes.