Methods of preparing rebaudioside I, including highly purified rebaudioside I, are described herein as well as methods of preparing rebaudioside M compositions. The methods utilize biocatalysts for converting rebaudioside A to rebaudioside I or rebaudioside D to rebaudioside M. Compositions and consumables comprising rebaudioside I, including sweetener compositions and flavor enhancing composition, are also provided.