Current state-of-the-art, Li-ion cathodes for EV batteries are derived from layered LiNiO2 (LNO) by substitution of Ni with other elements such as Mn, Co, and Al – so called LiNixMnyCozAl1-x-y-zO2 (NMCA). Substitutions are used to offset the inferior structural stability and poor cycle-life performance of typically-produced, high-capacity NMCAs. In this regard, pure LNO has been reported as a baseline material for gauging the improvements, via doping/coating strategies, for the NMCA-class of cathodes. However, for the purposes of a fully understanding the roles of Mn, Co, Al, and other dopants in NMCAs, the development of a truly state-of-the-art, LNO cathode should be accomplished. This presentation will discuss the various parameters affecting the synthesis and performance of LNO and LNO-based oxides, from precursors to final products, and the strategies that have been pursued at Argonne National Laboratory towards the realization of high-performance LNO baselines and derivatives thereof. Their potential applicability to battery applications will be also reviewed.