PostgreSQL’s analytical extensions—pg_duckdb, Citus Columnar, TigerData Columnar—push it beyond OLTP, but how far does that go in practice? We benchmark these approaches against specialized OLAP engines on TPC-DS, ClickBench, and real-world queries, showing where PostgreSQL competes and where dedicated systems still win, plus a framework for deciding which your workload needs.
