Comment by remywang

1. Yes

2. No. Prela’s speedup is largely due to indexing. We tried to port the same indexing tricks back to duckdb but it wouldn’t let us. See the paper [1] for details

3. Prela focuses on analytical queries at least for now

[1]: https://arxiv.org/abs/2607.26356