Four distinct phases were isolated by adjusting the Co/Ni ratio in the hydrothermal system CoCl2/NiCl2/succinic acid/KOH/H2O. In addition to clarifying the relationships between known hybrid inorganic–organic materials 1, 2, and 4, [M7(OH)2(H2O)2(C4H4O4)6]⋅3.5 H2O (3), a hybrid metal oxide with a rare three‐dimensional metal–oxygen–metal framework, was discovered.