We have analyzed the stability of various oxides of K and find that K 2 O 2 is the most stable one. The additional stability is traced to the presence of oxygen dimers in K 2 O 2 which interact to form molecular orbitals. Other oxides such as KO 2 and KO 3 which also have dimers/trimers of oxygens are found to be less stable. This is traced to the shorter O-O bonds that one finds in them which gives rise to a significant coulomb repulsion between the electrons on the oxygen atoms making up the dimer/trimer, making them less stable.