I'm not too familiar with HeavyDB, but here are the main differences:

- We're fully compatible with Spark SQL (and Spark). Meaning little to no migration overhead.

- Our focus is on distributed compute first.

- That means ParaQuery isn't a database, just an MPP engine (for now). Also means no data ingestion/migration needed.