We compute the next-to-next-to-leading order (NNLO) QCD corrections to the hadronic decay rates of the pseudoscalar quarkonia, at the lowest order in velocity expansion. The validity of NRQCD factorization for inclusive quarkonium decay process, for the first time, is verified to relative order . As a byproduct, the renormalization group equation (RGE) of the leading NRQCD 4-fermion operator is also deduced to this perturbative order. By incorporating this new piece of correction together with available relativistic corrections, we find that there exists severe tension between the state-of-the-art NRQCD predictions and the measured hadronic width, and in particular the branching fraction of $\eta_c\to \gamma\gamma\eta_b$ hadronic decay to a satisfactory degree, and our most refined prediction is ${\rm Br}(\eta_b\to \gamma\gamma) = (4.8\pm 0.7)\times 10^{-5}$.

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