I have been using R with OpenBLAS and MKL for a while, and it does feel a lot faster. However, I am not sure where that performance improvement comes from, I mean, what functions in R get faster when using alternative BLAS libraries?

I am guessing that the regression functions get faster, but I am not sure if the random number generator also gets faster.