High performance liquid chromatography (HPLC), electrospray ionization mass spectrometry (ESI) and high performance liquid chromatography coupled to mass spectrometry (LC-MS) were used to analyze randomly chosen samples from parallel syntheses carried out on derivatized polypropylene crowns compatible with a Multipin solid support system. Side-reactions and by-products were clearly identified, and the yields of the expected molecules were unexpectedly low for most samples. LC-MS was superior to HPLC with absorbance detection or electrospray mass spectrometry alone for determining the identity and purity of each desired combinatorial compounds.