A system comprises a memory device comprising a plurality of memory cells; and a processing device coupled to the memory device, the processing device configured to manage optimization target data that at least initially includes read levels in addition to a target trip, wherein the optimization data is managed based on iteratively calibrating the read levels and removing the calibrated levels from the optimization target data.