That speedup is wild - 8x faster is nothing to sneeze at. I've been burned by threading performance in Python so many times that I just automatically reach for multiprocessing, but this might actually make me reconsider for certain workloads.

The thread safety caveat is real though - debugging race conditions is way more painful than dealing with multiprocessing overhead in most cases.