TProof and multithreading

Hi all
I somehow had the impression that TProof is the one to handle parallel processing in ROOT. Now I stumbled on the following link

https://root.cern/doc/master/group__tutorial__multicore.html

What are the difference in, e.g. performance, application, etc between TProof and multicore application?

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