I'm not sure caching would help a ton given how I structure the data and do my searches in batches of pages, not for individual pages. I already do some "caching" by precomputing all incoming and outgoing links for each page when I create the database, which, as you would expect, yields a huge performance improvement. A cache certainly would help, but I would expect the hit rate on it to be extremely low, making it not worth the effort. I may have a different opinion after analyzing some of today's results though. Thanks for the suggestion!