Polars also has all of these benefits (to some degree), but also allows for larger-than-memory datasets. Also has GPU backend, distributed backend, etc. Polars is heavily underrated, even with the recent hype.
I downvoted all your recs for polars, 1 because this is a DuckDB thread and it's low-key rude, and 2 because there are 4 of them. I wouldn't have minded if there were a single post that were like "DuckDB is cool, polars could be an alternative if..."
camgunz|1 month ago