Omega359 commented on PR #20588:
URL: https://github.com/apache/datafusion/pull/20588#issuecomment-3993175192

   That is interesting. I ran the benchmark on a m7i.4xlarge which is an Intel 
Sapphire Rapids machine. I'm curious why we're seeing it on cloud machines but 
not on your m4 mac. L2 cache is shared iirc on m4 max which might be a reason 
for the difference. 
   
   I guess running benchmarks on cloud hardware is worth it considering that 
most implementations of DF will run on server grade hardware, not consumer - 
even though the consumer may be faster in some cases


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