Let be a compact Riemannian manifold of dimension , possibly with nonempty convex boundary. We study the first nonzero eigenvalue of the Laplace–Beltrami operator, subject to the Neumann boundary condition when . Given a reference scalar curvature , set , and define the traceless Ricci tensor and the Einstein deviation We say that is -nearly Einstein if . The main result states that for every there exists such that if and , then where is the first nonzero eigenvalue of the Bakry–Qian one-dimensional model problem with curvature parameter , with the convention when and . The proof combines the Bochner formula for the decomposition with an auxiliary function satisfying and Neumann boundary conditions, together with Moser iteration and a maximum principle. As , the estimate recovers the classical Bakry–Qian theorem.

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