I saw this as well as https://www.charitywatch.org/. Their analysis is somewhat opaque. It doesn't tell me how effective they are, just how efficient they are.
Interesting to see the CEO salaries. I'm having a hard time thinking about what I would find reasonable, but the all too common 400k/year definitely not.