Cool stuff, I didn't know about the turbopuffer implementation!

I would add that estimating (and later computing) the ratio between filter hits and total docs helps find the best approach. AFAIK, Lucene/ES does some of that with ACORN.

Here's how Vespa does it: blog.vespa.ai/constrained-...