metal oxides. Li-ion battery cathodes are composed of lithium metal oxides with varying lithium contents (e.g., Li x CoO 2 ), which are generally synthesized by calcination. [1,2] The Ni-rich layered oxide (LiNi 1-x-y Co x Mn y O 2 , NRNCM) is one of the leading cathode materials for next-generation Li-ion batteries with high energy/ power densities for electric vehicle applications. [3][4][5][6] NRNCMs, the calcination process is the key step in enabling the lithium source to completely react with the hydroxide precursor Ni x Co y Mn z (OH) 2 , thereby yielding particles with a uniform chemical composition. The reaction of metal hydroxide with ambient oxygen and solid-state lithium sources drives a series of heterogeneous phase transitions with gas evolution upon increasing the temperature. The impurities and structural heterogeneity resulting from such solid-state synthesis deteriorate the cell capacity and the cycling stability of the NRNCM cathode. [6][7][8][9][10][11][12][13][14][15] Recently, the subtle alteration of calcination intermediate was confirmed to greatly affect the NRNCM performance. [14] While the precise control of the calcination reactions is critical for achieving an optimal battery performance, the reaction pathway heterogeneity stemming from complex mass transport and During solid-state calcination, with increasing temperature, materials undergo complex phase transitions with heterogeneous solid-state reactions and mass transport. Precise control of the calcination chemistry is therefore crucial for synthesizing state-of-the-art Ni-rich layered oxides (LiNi 1-x-y Co x Mn y O 2 , NRNCM) as cathode materials for lithium-ion batteries. Although the battery performance depends on the chemical heterogeneity during NRNCM calcination, it has not yet been elucidated. Herein, through synchrotron-based X-ray, mass spectrometry microscopy, and structural analyses, it is revealed that the temperature-dependent reaction kinetics, the diffusivity of solid-state lithium sources, and the ambient oxygen control the local chemical compositions of the reaction intermediates within a calcined particle. Additionally, it is found that the variations in the reducing power of the transition metals (i.e., Ni, Co, and Mn) determine the local structures at the nanoscale. The investigation of the reaction mechanism via imaging analysis provides valuable information for tuning the calcination chemistry and developing high-energy/power density lithium-ion batteries.