I really doubt that Polars Cloud targets analysts doing ad-hoc analyses. It is much more likely towards people who build data pipelines for downstream tasks (ML etc).

We also target ad-hoc analysis. If your data doesn't fit on your laptop, you can spin up a larger box or a cluster and run interactive queries.