Ligand exchange performed during or after the colloidal synthesis of nanocrystals (NCs) provides an efficient way to produce conductive NC solids for optoelectronics. Herein, a post-synthetic ligand washing process is developed and applied to two different combinations of ligands and perovskite NCs, namely robust green CsPbBr₃ NCs capped by didodecyldimethylammonium bromide and near-infrared FAPbI₃ NCs decorated by weakly bound oleic acid ligands. The impact of such processes on the morphological and optoelectronic NC properties is examined while exploring parameters such as the reaction time and the influence of oxygen and humidity. For the FAPbI₃ NCs, ligand washing results in extended NC aggregation and substantial photoluminescence loss, with the treatment becoming more aggressive for air-exposed films. For the CsPbBr₃ NCs, the process is insensitive to the environmental conditions and results in partial ligand shell loss and NC close packing rather than bulk-like aggregation while affecting less the optical properties. Upon ligand removal, the photoconductance increases by up to ≈90% and ≈60% for FAPbI₃ NCs and CsPbBr₃ NCs, respectively. THz spectroscopy produces qualitatively similar trends of the conductivity with ligand removal time, with THz mobility values as high as 30 and 6 V⁻¹s⁻¹cm² for glove box prepared FAPbI₃ and CsPbBr₃ NCs, respectively.