We prove that, for any convex planar set , the first non-trivial Neumann eigenvalue of the Hermite operator is greater than or equal to 1. Furthermore, under some additional assumptions on , we show that if and only if is any strip. The study of the equality case requires, among other things, an asymptotic analysis of the Neumann eigenvalues of the Hermite operator in thin domains.