An entirely water-soluble sweetener containing granules consisting of a soluble-dietary-fibre-based continuous phase in which solid particles of a plant extract of Stevia rebaudiana Bert are included, wherein the granules contain less than 0.3% by weight of water before storage. Method for producing the granules.