We investigate a particular choice of the Ford fundamental domain of the congruence subgroup \(\Gamma _0(N)\) and define a notion of complexity c(N) accordingly, which is a nonnegative integer and carries some information on the shape of the Ford domain. The property that \(c(N)=0\) first appeared as a technical assumption in a paper by Pohl, which is closely related to a conjecture of Zagier on the “reduction theory” of \(\Gamma _0(N)\) . In this paper, we give a complete classification of positive integers N with \(c(N)=0\) , and we also show that c(N) goes to infinity if both the number of distinct prime factors of N and the smallest prime factor of N go to infinity.