The cobalt-carbonyl cluster ligand based complexes, M(2){mu-[(CO)(9)Co-3(mu(3)-CCO2)]}(4), M = Mo, Cu, were converted into active solids by thermolysis. These precursor complexes contain a square planar array of tricobalt clusters centered by a M(2) carboxylate bridged core which is M-M bonding in the case of M = Mo and nonbonding in the case of M = Cu. TGA, TPD-MS, XPS, BET, and in situ DRIFTS measurements demonstrate the existence of two forms of the resulting materials as well as differences in these materials due to precursor structure. The first, formed at 400 K, is designated LT-MCo, M = Mo, Cu, and results from partial decarbonylation of the precursor with retention of metal carboxylate linkages. The second, formed at 500 K is designated HT-MCo and results from the full decarbonylation of the precursor and, under H-2, full decarboxylation. The catalytic activity of these materials for the hydrogenation of 1,3-butadiene was studied. Significant differences in the activities and selectivities for the LT- and HT-MCo materials are observed and demonstrate a dependence of catalytic behavior on molecular precursor core structure.