We study asymptotics of the , superconformal index for toric quiver gauge theories. Using graph-theoretic and algebraic factorization techniques, we obtain a cycle expansion for the large- index in terms of the -charge-weighted adjacency matrix. Applying saddle-point techniques at the on-shell -charges, we determine the asymptotic degeneracy in the univariate specialization for , and along the main diagonal for the bivariate index for and . In these cases we find (Hardy-Ramanujan type). We also identify polynomial growth for , and , and give numerical evidence for in further examples. Finally, we generalize Murthy’s giant graviton expansion via the Hubbard-Stratonovich transformation and Borodin-Okounkov formula to multi-matrix models relevant for quivers.

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