If those are your big requirements, you may want to try Julia. Those are the most mature parts of the Julia standard library are very stable, not to mention fast. Steven Johnson, the author of FFTW, which is the FFT library wrote the Julia FFT code and is Julia core developer. I think that it's safe to say for doing FFTs and linear algebra, there's no better system out there.