Compared to numpy, octave has a nicer syntax for matrix math, but a bit idiosyncratic as a general language. It doesn't have anywhere near the ecosystem of Python/NumPy/SciPy. It is also nice in that there is a standard development shell with REPL plotting, debugging and text editor. Like numpy it is pretty slow if you have to actually use for loops over large data sets.

Don't know about R.