In this paper, we study the counting functions ψ P (x), N P (x) and M P (x) of a generalized prime system N . Here M P (x) is the partial sum of the Möbius function over N not exceeding x. In particular, we study these when they are asymptotically well-behaved, in the sense that ψ P (x) = x + O(x α+ε ), N P (x) = ρx + O(x β+ε ) and M P (x) = O(x γ+ε ), for some ρ > 0 and α, β, γ < 1. We show that the two largest of α, β, γ must be equal and at least 1 2 .