Most Thirsty: Barrister & Mann or Mickey Lee Soapworks
For these, I find it hard to add too much water.
Least Thirsty: Mystic Waters
The smallest amount of water can make this soap explode into amazing lather. The flip side is it can also become unusable is you add too much; it's still one of my favorite soaps.