The present invention relates to a creamer composition, e.g. for use for addition into a coffee beverage, with improved oxidative and physical stability. The creamer comprises oil with a high amount of oleic acids and a limited amount of linoleic acid and linolenic acid. The invention further relates to a method of producing the creamer, a beverage composition comprising the creamer and a method of producing a beverage composition.