I see! I assumed the rate was much higher since I was lucky enough to frequently get them in the beginning. IMO the current rates seem fine but you could go with what you suggested. In addition, you could also try having the spawn rates slowly fall off overtime for added difficulty. Might spice things up abit.
Cheers!