SummaryThe histone deacetylase paralogs HDAC1/2/3 and their corepressor complexes serve as epigenetic master regulators of chromatin function. Over the past decades, HDACs have been widely pursued as pharmacological targets and considerable efforts have been invested in the development of small molecule drugs. Specifically, ortho-aminoanilide derived inhibitors, including CI-994 and Cpd-60, stand out with their attractive selectivity profiles and have been used extensively as tools to delineate the biological roles of specific HDAC isoforms and complexes. Here, we apply a suite of activity-independent strategies to investigate how dynamic processes that regulate HDAC complexes govern the isoform and complex selectivity of HDAC inhibitors. Importantly, we find that overreliance on static and simplified biochemical activity assays has confounded the determination of the biological selectivity of these inhibitors. Our data urge a comprehensive reinterpretation of numerous studies utilizing these tool compounds for the interrogation of epigenetic and other cellular processes.