DuckDB vs TileDB
DuckDB: In-process columnar SQL database: the SQLite of analytics, running inside your app or notebook. TileDB: Embeddable multidimensional array storage engine for dense and sparse data on object storage.
key differences
- DuckDB is primarily a columnar / OLAP database; TileDB is array / scientific.
- TileDB is built for larger datasets (≤ 1 PB) than DuckDB (≤ 10 TB).
- Horizontal scaling is none in DuckDB and manual in TileDB.
- Transactions: DuckDB offers full ACID; TileDB offers limited.
- Only DuckDB has transactions, joins, secondary indexes, full-text search, geospatial.
- Only TileDB has time travel.
choose duckdb for
- +Local data analysis in notebooks
- +ETL and data-engineering pipelines on files
- +Embedded analytics inside applications
- +Querying data lakes on S3 without a cluster
best at · OLAP, Embedded, Lakehouse
choose tiledb for
- +Population genomics and single-cell datasets
- +Satellite imagery and raster archives
- +Large sparse matrices for ML
- +Vector search over embeddings stored on object storage
best at · Scientific, Geo, Vector search
DuckDB vs TileDB: FAQ
What is the difference between DuckDB and TileDB?
DuckDB: In-process columnar SQL database: the SQLite of analytics, running inside your app or notebook. TileDB: Embeddable multidimensional array storage engine for dense and sparse data on object storage. DuckDB is primarily a columnar / OLAP database; TileDB is array / scientific. TileDB is built for larger datasets (≤ 1 PB) than DuckDB (≤ 10 TB). Horizontal scaling is none in DuckDB and manual in TileDB.
When should I choose DuckDB over TileDB?
Choose DuckDB for local data analysis in notebooks; ETL and data-engineering pipelines on files; and embedded analytics inside applications. Choose TileDB for population genomics and single-cell datasets; satellite imagery and raster archives; and large sparse matrices for ML.
Is DuckDB or TileDB more popular?
DuckDB ranks #13 on the WhichDB Score (63.7/100) and TileDB ranks #298 (10.5/100). Popularity is not fit: check the requirements that matter for your project.
Are DuckDB and TileDB open source?
Yes. DuckDB is open source. License: MIT License. Yes. TileDB is open source. License: MIT License.