The weight capacity of floating shelves can vary depending on factors such as the material used, the size of the shelf, and the quality of installation. Well-installed floating shelves can support a considerable amount of weight, ranging from 20 to 50 pounds or more per shelf. However, it's important to follow the manufacturer's guidelines and ensure proper installation to maintain structural integrity.