davecromberge commented on PR #13020:
URL: https://github.com/apache/pinot/pull/13020#issuecomment-2088112915

   @gortiz as a starting point, here are some empirical measurements that I 
took from a run in our production environment.  The build time refers to the 
StarTree build time for a segment and the number of records refers to the 
number of records to aggregate.
   
   <img width="613" alt="Screenshot 2024-05-01 at 08 53 20" 
src="https://github.com/apache/pinot/assets/164431/9a6bb7e8-65b7-43e0-a7ed-df4ba852072a";>
   <img width="634" alt="Screenshot 2024-05-01 at 08 53 15" 
src="https://github.com/apache/pinot/assets/164431/3625ce64-0993-4f09-b70f-07f8ab189020";>
   
   
   
   The median differs by a factor of 10.


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