We talk about the boundedness and the compactness of a generalized Hilbert operator on Bergman spaces. We also obtain the exact value of the norm of the classical Hilbert operator on Bergman spaces $A^p_\alpha$ for some $p$ and $\alpha$, which proves partially Karapetrovi\'c’s conjecture and improves some previous results from the literature.