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Higher is the reactivity of metal, greater will be the stability of its oxide. The reactivity order of metals is K>Na>Ca>Mg. Therefore, the decreasing order of the stability of their oxides is potassium oxide>sodium oxide>calcium oxide>magnesium oxide.