I used to prototype with Octave but I actually find I"m much faster in python. I push my tests to EC2 and just use cProfile to make sure I'm not doing anything silly before hand. I parallelize with celery, but I've also used pp with some limited success. Performance is sufficient for my needs currently but not for production or real-time.