We compute the exact value of the essential norm of a generalized Hilbert matrix operator acting on weighted Bergman spaces and weighted Banach spaces of analytic functions, where is a general radial weight. In particular, we obtain the exact value of the essential norm of the classical Hilbert matrix operator on standard weighted Bergman spaces for and on Korenblum spaces for We also cover the Hardy space $H^p, , 1 < p < \infty,$ case. In the weighted Bergman space case, the essential norm of the Hilbert matrix is equal to the conjectured value of its operator norm and similarly in the Hardy space case the essential norm and the operator norm coincide. We also compute the exact value of the norm of the Hilbert matrix on with weights for all $0 < \alpha < 1$. Also in this case, the values of the norm and essential norm coincide.

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