We consider quantum lifetime derived from low-field Shubnikov-de Haas oscillations as a metric of quality of the two-dimensional electron gas in GaAs quantum wells that expresses large excitation gaps in the fractional quantum Hall states of the N=1 Landau level. Analysis indicates two salient features: 1) small density inhomogeneities dramatically impact the amplitude of Shubnikov-de Haas oscillations such that the canonical method (cf. Coleridge, Phys. Rev. B textbf{44}, 3793) for determination of quantum lifetime substantially underestimates $tau_q$ unless density inhomogeneity is explicitly considered; 2) $tau_q$ does not correlate well with quality as measured by $Delta_{5/2}$, the excitation gap of the fractional quantum Hall state at 5/2 filling.
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