Shapefile is well supported, and importantly has a spatial index - it is
just old and you have to be aware of the limitations.
GML and KML do not have a spatial index and are intended for exchange of
data between systems rather than performance.
There are no good "modern" solutions here, all though GeoPackage is looking
into the idea ...
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