Super easy to use, header only so no need to compile anything beforehand, no external dependencies, reasonably fast compilation time, and does everything I need.
The fact it took over my programs' command line options and wouldn't give 'em back didn't help either. (Many of my tests are data-driven and use command line options to indicate where to read the data from - I already have a library to handle this! I didn't see - and still don't - why a test framework should be getting involved.)
I found using boost was a smaller hit to build times than Catch, and the suggestion of building catch in a separate translation unit didn't really help.
I'm guessing if your build times are already godawful you may not notice, but I sure as shit did.
Ultimate I found and went with dessert: https://github.com/r-lyeh/dessert
It's stupidly simple and doesn't do a lot of things that other C++ testing frameworks due, but it builds lightning quick and does 2 things I expect out of testing frameworks.
1. it tests, and 2. it reports failures.
I'll probably run into severe limitations that I can't deal with/work around, but for now I'm pretty happy with it and even if I end up using something else in 6 months, I'll still consider it worthwhile.