Provided herein are synthetic size standards that allow one to detect size bias in a sample that includes a plurality of polynucleotides. The size standards can provide an internal control to detect and correct for size bias in data obtained after manipulating and/or processing of sample polynucleotide. Also provided herein are methods for detecting size bias in a sample or in a sequencing run.