Oxygen-redox electrochemistry is attracting tremendous attention due to its enhanced energy density for layered oxide cathodes. However, quantified effects of ligand−metal bond covalency on the oxygen-redox behaviors are not fully understood, limiting a rational structure design for enhancing the oxygen redox reversibility. Here, using Li 2 Ru 1−x Mn x O 3 (0 ≤ x ≤ 0.8) which includes both 3d-and 4d-based cations as model compounds, we provide a quantified relation between the ligand−metal bond covalency and oxygen-redox electrochemistry. Supported by theoretical calculations, we reveal a linear positive correlation between the transition metal (TM)−O bond covalency and the overlap area of TM nd and O 2p orbitals. Furthermore, based on the electrochemical tests on the Li 2 Ru 1−x Mn x O 3 systems, we found that the enhanced TM−O bond covalency can increase the reversibility of oxygen-redox electrochemistry. Due to the strong Ru−O bond covalency, the thus designed Ru-doped Li-rich Li 1.2 Mn 0.54 Ni 0.13 Co 0.13 O 2 cathode shows an enhanced initial coulombic efficiency, increased capacity retention, and suppressed voltage decay during cycling. This systematic study provides a rational structure design principle for the development of oxygenredox-based layered oxide cathodes.