Multiprocessing is great. Very easy to use and with the Manager(), passing data is easy enough, though very "slow" relatively speaking. It has to serialize the data, send it to the Manager process, then send to all the processes (I believe), and then deserialize it. Perhaps this nogil update can speed that up?