I know only one good reason to increase the resolution in splitter: When I want to test the split algorithm with a rather small input file like maybe 20MB pbf file.
There can be a good reason to decrese the resolution when you want to split planet into e.g. 10 tiles. But that’s also a rare use case.
In short: For normal use cases there is never a reason to think about the resolution.