The present disclosure relates to normalization of biological samples, particularly samples comprising nucleic acids to be sequenced. The normalization protocols described herein may be utilized across multiple samples to cap total stoichiometric input and minimize variations in transcript abundance on a per-sample basis in a multiplexed fashion to dramatically increase the accuracy, capacity and efficiency of nucleic acid sequencing.