We study endpoint Schatten class properties of commutators on quantum tori of dimension , where is the Riesz potential of order and denotes the left multiplication operator by an operator on quantum tori . For , , and , we prove that if and only if . We also determine the singular value asymptotics of this commutator for . The necessary Sobolev condition holds throughout , . For , we characterise Hilbert–Schmidt membership, with a logarithmically weighted Fourier condition at . In order to get the singular value asymptotics of commutators, we prove singular value asymptotics for pseudodifferential operators of arbitrary negative order on quantum tori using -algebraic principal symbols. This asymptotic result confirms Conjecture~7.1 of McDonald and Ponge (\emph{Adv. Math.} 412 (2023), 108815).

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