Our results demonstrate that the accurate modeling of MAO structures requires theoretical work at the MP2 level or higher to reliably identify global minima. The widely used M06-2X DFT method artificially stabilizes structures with 4-coordinate oxygen atoms, leading to incorrect predictions of 5-coordinate aluminum centers. This methodological artifact has significant implications for understanding MAO structure and reactivity, particularly for small oligomers.