I've done stuff where memory usage shrank from 30-60GB to under 2GB, and load times went from many minutes to essentially instant (mmap on the bits Vs needing to build objects).
To be fair, the savings are way above 50%, honestly. But, I didn't want to claim a bigger number without digging in more, and 50% was a very conservative upper bound. But, yeah, you're right.