The total energy of our universe is constant, yet entropy certainly plays a role.
As remarked, it doesn't make sense to discuss the entropy of a "single" photon. Entropy S applies to large numbers (distributions) of photons, like in Stephan-Boltzmann theory of radiation from an object (star...