We investigate strong-field orbital dynamics for static spherically symmetric charged bumblebee black holes featuring spontaneous Lorentz-violating effects. Analysis of null and timelike circular geodesics yields the photon-sphere radius, the innermost stable circular orbit (ISCO) radius, and characteristic orbital frequencies for test particles. Within the relativistic precession model for high-frequency quasi-periodic oscillations (HFQPOs), observed twin-peak frequencies are governed by the full set of fundamental parameters , , , , and . Among them, , , and enter frequency expressions only in combined forms, giving rise to intrinsic parameter degeneracy. An effective-parameter set is accordingly introduced to characterize these composite contributions. Bayesian MCMC parameter inference is carried out using HFQPO observational data from three black-hole X-ray binaries: GRO J1655–40, XTE J1550–564, and GRS 1915+105. The 68% credible intervals of composite parameter all contain the Reissner–Nordström limit , revealing no statistically significant net Lorentz-violating correction under our model assumptions. Distinct triples yield identical QPO predictions, so HFQPO observations alone cannot disentangle Lorentz-violating and charge-related effects; precise constraints on these fundamental quantities require additional, more precise observational data.

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