The present invention is in the field of drug delivery, more specifically in the field of ranolazine delivery, more specifically ranolazine extended release delivery using multiple compressed tablets of ranolazine. The geometry of the tablets allows obtaining different dissolution profiles modifying the size and composition of the different pharmaceutical compositions.