> I had a few Python scripts that spend several seconds parsing larger files, after a rewrite to c++ that changed to almost instant.

It depends on the task. If the parsing is done once a day then several seconds is nothing, so there is no point in using C++.

If the parser is running very frequently then of course one uses a faster implementation.