how long should the water be at this level?
 

I am building an 11 cup plant system. I can see the fluid level, however how long should the water be at this level?

Just enough for your roots to get a good watering every 20 minutes or so. But that takes a cycle timer. That's what the overflow is for so you can use the inexpensive timers.