Absolutely maximally entangled states require every reduction of at most half of the parties to be maximally mixed, a condition that is both rigid and often impossible for qubit systems. Previous work introduced the quantum extremal number, which maximizes the number of exactly maximally mixed half-body marginals, and determined the exact value Qex(8,4)=56. The present work develops a robust extension of this extremal problem. For a subsystem , the marginal maximal-mixing defect is defined by and is defined as the maximum number of -body marginals satisfying in an -qubit pure state. This counting problem differs from approximate -uniformity, which requires all -body marginals to obey a common error bound. For pure states on qubits, the following local stability inequality is established: It follows that, whenever , the hypergraph of -good -subsets is -free. Combined with the known exact eight-qubit construction, this yields the stability plateau For odd systems of qubits, the exact forbidden hypergraph is used to derive explicit finite-error stability radii. In particular, for . These results turn exact quantum Turán obstructions into quantitative robustness statements and identify intervals on which quantum extremal numbers are stable under imperfect marginal mixedness.

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