Three 4-thiazolidinone libraries, each containing up to 540 compounds, were prepared and assayed for inhibition of the enzyme cyclooxygenase-1 (COX-l). Deconvolution analysis led to the identification of a compound that is equipotent with the commercial COX- 1 inhibitors ibuprofen and phenylbutazone.