HAADF-iDPC imaging and DFT calculations unveil a complex cooperative tilting of the BO6 perovskite octahedra, competing with the extent of tetragonal distortion across the perovskite layers. Tetragonal distortion is minimized, and the degree of octahedral tilting is maximal at the center layers of B6TFMO, coinciding with the highest concentration of magnetic cations.