Coordination chemistry trends across the periodic table are often difficult to probe experimentally due to limitations in finding a versatile but consistent chelating platform able to accommodate various elements without changing its coordination mode. Herein, we present new metal-ligand systems covering a wide range of ionic radii, charges, and elements. Five different ligands derived from the Keggin structure (HBW11O398-, PW11O397-, SiW11O399-, GeW11O399-, and GaW11O399-) were successfully crystalized with six different cations (Na+, Sr2+, Ba2+, La3+, Ce4+, Th4+) and characterized by single crystal XRD. Twenty-five new compounds were obtained by using Cs+ as counterion, yielding a consistent base formula of Csx[M(XW11O39)2]·nH2O. Despite having a similar first-coordination sphere geometry (i.e., 8-coordinated), the nature of the central cation was found to impact the long-range geometry of the complexes. This unique crystallographic dataset shows that, despite the traditional consensus, the local geometry of the cation (i.e., metal-oxygen bond distance) is not enough to depict the full impact of the complexed metal ion. The bending and twisting of the complexes, as well as ligand-ligand distances were all impacted by nature of the central cation. We also observed that counterions play a critical role by stabilizing the geometry of the M(XW11)2 complex and directing complex-complex interactions in the lattice. We also define certain structural limits for this type of complex, with the large Ba2+ ion seemingly approaching those limits. This study thus lays the ground for capturing the coordination chemistry of other, rarer, elements across the periodic table such as Ra2+, Ac3+, Bk4+, Cf3+, etc.