Poly(2-alkyl-2-oxazoline)s are biocompatible polymers with polypeptide-isomeric structures that are attracting increasing interest as biomaterials for drug, gene, protein, and radionuclide delivery. They are, however, still relatively new in comparison to other classes of hydrophilic water-soluble polymers already established for such use, including poly(ethylene oxide), polyvinylpyrrolidone, and polymethacrylamides such as poly[N-(2-hydroxypropyl)methacrylamide]. This feature article critically compares the synthetic aspects and physicochemical and biological properties of poly(2-alkyl-2-oxazoline)s and these commonly studied polymers in terms of their suitability for biomedical applications.