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The assignment is Pareto optimal. Write $a_i$ for the room selected by the $i$th student. Suppose another assignment $a^{\prime }$ makes every student at least as well off. The first student already selected their uniquely most valuable room, so $a_1^{\prime }=a_1$. Once the rooms of students $1,\dots ,i-1$ are fixed, the rooms available to student $i$ in the original serial dictatorship are exactly the rooms that remain after those fixed assignments. Student $i$ chose the unique maximum among them, so weak improvement requires $a_i^{\prime }=a_i$.

Mathematical induction fixes every student's room. Thus $a^{\prime }=a$ and nobody can be strictly better off, contradicting the definition of a Pareto improvement. Strict room rankings and the absence of allocation externalities are the essential assumptions: a student's utility is determined solely by their own room.^[ref]

An allocation procedure using a fixed priority order: each participant in turn selects one remaining object, which is permanently assigned to them. For participants whose utilities depend only on their own assigned objects, strict rankings give a unique best available choice and the resulting allocation is Pareto optimal. If a proposed Pareto improvement changes an assignment, its earliest changed participant loses their unique best available object. With ties or allocation externalities, that argument requires additional assumptions.