The invention relates to a blue coloured, water-insoluble powder comprising the combination of an anthocyanin, a complexed metal chosen from aluminium or zinc or the mixture thereof, and a nitrogen-based compound. The invention also relates to a cosmetic composition comprising the coloured powder and a process for making up keratin materials by applying the coloured powder to the keratin materials.