Novel diterpene glycosides isolated from Stevia are provided herein. Compositions and consumables comprising the novel diterpene glycosides are also provided herein. Methods of enhancing the sweetness and/or flavor of consumables using the novel diterpene glycosides, methods of preparing compositions and consumables comprising the novel diterpene glycosides and methods of purifying the novel diterpene glycosides are also provided.