DuckDB — in-process analytics, no cluster required
SQL on Parquet, CSV, lake storage and DataFrames from inside your code: what DuckDB is for, and when you should keep the cluster.
The trade-off I'd flag
Match the engine to the data, not to the habit. Below a few hundred GB, a single machine with DuckDB is often faster than a cluster — and free.
