One thing I do like about pandas is it’s pretty extensible to columns of new types. Maybe I’m missing something, but does Polars allow this? Last time I checked there wasn’t a clear path forward.
The pandas support for extensions is very robust with extensive testing to make sure you can do all the data aggregations functionality you expect in and pandas column.