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My root structures were not dissimilar to the youngish rose I have just moved, except fewer long deep roots, but then the paeony was in much heavier dry soil. I forgot I moved 3 earlier plants from this seed grown batch last year. They are still quite healthy in large pots.
Your peony can definitely be moved. Peonies, however, "resent" being relocated.