Novel mogrosides and methods for heir purification are provided herein. In addition, compositions comprising said novel mogrosides and methods for preparing the same are provided. The present invention relates generally to novel mogrosides, as well as compositions comprising such novel mogrosides, including consumables. The present invention further extends to methods of purifying such novel mogrosides, methods for preparing compositions (e.g., consumables) comprising such novel mogrosides and methods of enhancing the flavor or sweetness of consumables using these novel mogrosides.