Let me show you a magic trick every vector database benchmark performs.

Step one: run a query with no filter. Just "find me the nearest neighbors to this vector." Step two: report the gorgeous QPS numbers and the 95% recall. Step three: take a bow while everyone claps.

Here is the query you actually run in production:



nearest neighbors to...