I'm guessing Polars and Ballista (https://github.com/ballista-compute/ballista) have different goals, but I don't know enough about either to say what those might be. Does anyone know enough about either to explain the differences?
Ballista is distributed. Its author, Andy Grove is the author of the Rust implementation of Arrow though so there will be similarities between the two projects.