Provided herein include methods of making mogroside compounds, e.g., Compound 1, compositions (for example host cells) for making the mogroside compounds, and the mogroside compounds made by the methods disclosed herein, and compositions (for example, cell lysates) and recombinant cells comprising the mogroside compounds (e.g., Compound 1). Also provided herein are novel cucurbitadienol synthases and the use thereof.