Solid wood, metal, and engineered wood (such as MDF or plywood) are the best materials for sturdy shelves. Solid wood, like oak or maple, offers durability and can support significant weight. Metal shelves are also strong and add an industrial aesthetic. Engineered wood is more affordable and still provides good strength, especially when supported by robust brackets.