Hey, creator of siuba here. I think siuba's big advantage is that it can generate SQL code.

The architecture necessary to pull off executing either pandas or SQL also makes it very extensible (e.g. to spark or dask in the future :).

https://siuba.readthedocs.io/en/latest/key_features.html