We study exponential decay of eigenfunctions of self-adjoint higher order elliptic operators on $\mathbb{R}^d$. We show that the possible critical decay rates are determined algebraically. In addition we show absence of super-exponentially decaying eigenfunctions and a refined exponential upper bound.

Keywords: eigenfunctions, exponential decay, microlocal analysis, combinatorics.