For any finite poset P we have the poset of isotone maps Hom(P, N), also called P op -partitions. To any poset ideal J in Hom(P, N), finite or infinite, we associate monomial ideals: the letterplace ideal L(J , P ) and the Alexander dual coletterplace ideal L(P, J ), and study them. We derive a class of monomial ideals in k[x p , p ∈ P ] called P -stable. When P is a chain we establish a duality on strongly stable ideals. We study the case when J is a principal poset ideal. When P is a chain we construct a new class of determinantal ideals which generalizes ideals of maximal minors and whose initial ideals are letterplace ideals of principal poset ideals.