&gt; The main competitor is Python<p>I would say that it really is R. Python while a good choice is a fraction of the size of R and R as a domain specific language excels in its own realm.<p>Using R with RStudio and sticking with Hadley Wickham universe with Functional Programming makes R shine. There is a reason why so many companies invest in R.