The doping behavior of Zr in LiNi8/12Co2/12Mn2/12O2 (LNCM) is investigated by a simulation of the phase equilibria for the Li‐(M*,Zr)‐O system (M* = Ni, Co, Mn) based on first‐principles calculations followed by a thermochemical post‐analysis of the resultant phase diagrams. The results indicate that the stable state at the synthetically stoichiometric composition of LNCM with Zr is a mixture of undoped LNCM with a Li2ZrO3 secondary phase; doping of Zr in the LNCM crystal is not thermodynamically favored. The energies of various states comprising LNCM supercells with defects, secondary phases, and Zr doping are examined, and the equilibrium doping concentration of Zr is calculated by considering the entire LNCM:Zr crystal as a statistical combination of these states. The doping concentration of Zr in the LNCM crystal is calculated to be very low, which enables balanced control between doping and coating, as recently reported through experimentation. The dopability of Zr is expected to increase with the depletion of O2 supply during the heating of a system with a precisely controlled Li to M* ratio, but this behavior is affected by the formation of defects, especially by M* substitution for Li.