We investigate a generalized antiferromagnetic cluster
XY model in a transverse magnetic field, where long-range interactions decay algebraically with distance. This model can be exactly solvable within a free fermion framework. By analyzing the gap, we explicitly derive the critical exponents $\ensuremath{\nu}$ and
z, finding that the relationship $\ensuremath{\nu}z=1$ still holds. However, the values of $\ensuremath{\nu}$ and
z depend on the decaying exponent $\ensuremath{\alpha}$, in contrast to those for the quantum long-range antiferromagnetic Ising chain. To optimize scaling behavior, we verify these critical exponents using correlation functions and fidelity susceptibility, achieving excellent data collapse across various system sizes by adjusting fitting parameters. Finally, we compute the entanglement entropy at the critical point to determine the central charge
c, and find it also varies with $\ensuremath{\alpha}$. This study provides insights into the unique effect of long-range cluster interactions on the critical properties of quantum spin systems.