benwtrent commented on issue #13447:
URL: https://github.com/apache/lucene/issues/13447#issuecomment-3004669727

   > Interestingly, it looks like your intuition roughly aligns with my 
suggestion if using topK=100
   
   LOL, your intuition is better than mine! It took me many experiments to 
arrive at that estimation!
   
   
   
   Yeah, I think the `expectedVisitedNodes` can be used towards this purpose. 
We pick a "standard k" (or allow it to be configurable?? maybe that is too many 
knobs.), apply it and determine if hnsw is worth it. 
   
   I would expect this to improve indexing throughput without too much of a hit 
at query time (especially for highly quantized vectors where vector comparisons 
are very cheap).


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