A QCD sum-rule study is performed to place bounds on the leading-order (LO) hadronic vacuum polarization (HVP) contribution to the anomalous magnetic moment of the lepton (). The QCD contributions to are modeled as a combination of Laplace QCD sum rules (LSRs) and finite-energy QCD sum rules (FESRs) of various weights, which are bounded by Hölder and related fundamental inequalities. The light-quark () contributions are evaluated up to five-loop order in perturbative contributions in the chiral limit, LO in light quark mass corrections, next-to-leading order (NLO) in dimension-four QCD condensates and to LO in dimension-six QCD condensates. Extending previous work on , we present a robust methodology for using QCD sum rules to constrain , and more generally any lepton . A criterion is developed to extract from the bounds analysis a final result of , which after inclusion of charmonium and bottomonium contributions gives a final result , comparable to data-driven and lattice predictions. Lattice QCD results along with our value for are used to obtain a combined QCD determination from lattice and sum-rule methods of . Our analysis provides fundamental QCD sum-rule inputs into the theoretical determinations of , and establishes new methodologies for QCD sum-rule determinations of low-energy observables.

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