Yes, and with both supporting arrow, you can zero-copy share data from polars into pandas once you’ve completed your initial data load+filtering.
I would also be curious about Numpy, since I know you can transparently map data to a Numpy array, but that's just "raw" fixed-width binary data and not something more structured like Arrow.