I didn't see it anywhere, so: Octave start up speed is magnificent. If you have a larger shell script and just need to grab some eigenvalues, Octave can be as fast to startup, do its work and exit, as awk or grep would be for text manipulation.

MATLAB takes a while to start, Julia and Python need to spend a good amount of time importing/compiling.