Tian's criterion for K-stability states that a Fano variety of dimension n whose alpha invariant is greater than n n+1 is K-stable. We show that this criterion is sharp by constructing singular Fano varieties with alpha invariants n n+1 that are not K-polystable for sufficiently large n. We also construct K-unstable Fano varieties with alpha invariants n−1 n .