Finite groups contain large centralizers

Every finite non-abelian group of order $n$ has a non-central element whose centralizer has order exceeding $n^{1\mathrm{/}3}$. The proof does not rely on the classification of finite simple groups, yet it uses the Feit-Thompson theorem.