New neprilysin inhibitors containing an α-mercaptoketone HSC(R¹R²)CO group, as zinc ligand were designed. Two parameters were explored for potency optimization: the size of the inhibitor which could interact with the S₁, S₁′ or S₂′ todomain of the enzyme and the nature of the substituents R¹, R² of the mercaptoketone group. Introduction of a cyclohexyl chain in R¹, R² position and a (3-thiophen)benzyl group in position R³ (compound 12n) yielded to the most potent inhibitor of this series with a Ki value of 2 ± 0.3 nM. This result suggests that this new inhibitor interacts within the S₁, S₁′ todomain of NEP allowing a pentacoordination of the catalytic Zn²⁺ ion by the mercaptoketone moiety.