Developer tools · embedded database
SlateDB
Open-source embedded database built to run directly on object storage such as S3. Critics say it is not purpose-built for streaming workloads.
Summarized from 10 comments.
Open-source embedded database built to run directly on object storage such as S3. Critics say it is not purpose-built for streaming workloads.
- recommend
- 6
- criticize
- 2
- months recommended
- 6 of 13
Why people love it
Built to run on object storage · 2
It's built specifically to run on object storage
Dec 2025 · commentthey use SlateDB under the hood, which optimizes the requests that hit S3 behind the scenes
Jul 2026 · commentUsed by other projects · 2
they use SlateDB under the hood, which optimizes the requests that hit S3 behind the scenes
Jul 2026 · commentsuper fascinating super cool user of slatedb
May 2026 · commentPraised as a great project · 2
There's also some really great projects like SlateDB in this space
Mar 2026 · commentSlateDB is great, but it's not purpose-built for streaming workloads.
Aug 2026 · comment
What people warn about
Not purpose-built for streaming · 2
SlateDB is great, but it's not purpose-built for streaming workloads.
Aug 2026 · commentit was forcing an unnecessary primitive on streams
Aug 2026 · comment
What hackers pick instead
- SQLiteAn extensively tested, zero-maintenance embedded database that handles far more load than expected for many apps, though concurrent writes and growing server apps can outgrow it.847recommend
- PGliteReal Postgres compiled to WASM that runs embedded in apps and tests, avoiding Docker for quick isolated instances. Critics note it allows only one writer connection.49recommend
- DuckDB WASMLets people run SQL queries directly in the browser against local data such as Parquet files, without a backend server. Critics note the WebAssembly build lacks some features of the native version and the download is heavy.11recommend
- StoolapPeople recommend Stoolap as a pure Rust embedded SQL database with good documentation, a substantial test suite and full ACID compliance, though it is very new and critics doubt it is ready for production data.9recommend
- SlothDBFree, open-source embedded SQL database that people compare with DuckDB on speed benchmarks. Critics want more data and architecture explanation, and raise security concerns for embedded use.6recommend
Every quote
The 8 most detailed of 10 comments. Each links to the original.
they use SlateDB under the hood, which optimizes the requests that hit S3 behind the scenes
Recommends · Jul 2026 · in “Show HN: ZeroFS – A log-structured filesystem for S3”
SlateDB is great, but it's not purpose-built for streaming workloads.
Mixed · Aug 2026 · in “Show HN: PicoMQ – Durable Streams over HTTP, on object storage”
There's also some really great projects like SlateDB in this space
Recommends · Mar 2026 · in “Supertoast Tables”
It's built specifically to run on object storage
Recommends · Dec 2025 · in “Garage – An S3 object store so reliable you can run it outside datacenters”
super fascinating super cool user of slatedb
Recommends · May 2026 · in “Object-Store Native Databases”
it was forcing an unnecessary primitive on streams
Criticizes · Aug 2026 · in “Show HN: PicoMQ – Durable Streams over HTTP, on object storage”
SlateDB, the lower layer, already does DST as well as fault injection though.
Recommends · Dec 2025 · in “Pricing Changes for GitHub Actions”
for Garage's particular use case I think SlateDB's "backed by object storage" would be an anti-feature
Criticizes · Dec 2025 · in “Garage – An S3 object store so reliable you can run it outside datacenters”
Counts from 1,795,640 Hacker News comments, Nov 2025 to Nov 2026. How we count · Report a mistake