I find that having the saddle set to ideal leg extension places me too high off the ground without doing anything at all for power output or efficiency. I adjusted my seat to get a bit lower while still having enough leg extension and it's better.
There is no magic number here. Keep adjusting the seat at different intervals until you find what works best.