Comparison
aquila vs paradedb
Verdict
Pick aquila if aquila is an efficient neural search engine designed for indexing latent vectors and JSON metadata while performing k-NN searches; pick paradedb if paradeDB is an extension to PostgreSQL designed for integrating full-text search, vector retrieval, and aggregation functionalities.
Markdown twin · aquila alternatives · paradedb alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | aquila | paradedb |
|---|---|---|
| Maintenance | Dormant (817d since push) As of 3w · github_public_v1 | Very active (0d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- aquila
- Efficient Neural Search Engine
- paradedb
- One Postgres for your application data, full-text search, vector retrieval, and aggregations.
Stars
- aquila
- 379
- paradedb
- 9.1k
Forks
- aquila
- 26
- paradedb
- 424
Open issues
- aquila
- 13
- paradedb
- 205
Language
- aquila
- HTML
- paradedb
- Rust
Adopt for
- aquila
- Aquila is an efficient neural search engine designed for indexing latent vectors and JSON metadata while performing k-NN searches.
- paradedb
- ParadeDB is an extension to PostgreSQL designed for integrating full-text search, vector retrieval, and aggregation functionalities.
Persona
- aquila
- -
- paradedb
- -
Runtime
- aquila
- -
- paradedb
- -
License
- aquila
- -
- paradedb
- AGPL-3.0
Last pushed
- aquila
- May 6, 2024
- paradedb
- Aug 2, 2026
Categories
- aquila
- Data & Retrieval, Vector Databases
- paradedb
- Data & Retrieval, Vector Databases
Trust and health
Maintenance
- aquila
- Dormant (18%)
- paradedb
- Very active (96%)
Days since push
- aquila
- 817d
- paradedb
- 0d
Open issues (now)
- aquila
- 13
- paradedb
- 205
Full report
- aquila
- Trust report
- paradedb
- Trust report
Choose aquila if…
- aquila is primarily HTML; paradedb is Rust.
- Tags unique to aquila: approximate-nearest-neighbor-search, embedding, faiss, feature-vectors.
- When deploying a solution that requires the processing of feature vectors in image or video search contexts, where efficiency in approximate nearest neighbor search is necessary
When NOT to use aquila
- If the development team lacks experience with Docker, as Aquila's setup heavily relies on Docker images to run locally or in a big data configuration
- In scenarios where strict control over metadata and vector indexing is required beyond what JSON and latent vectors can provide
Choose paradedb if…
- paradedb is primarily Rust; aquila is HTML.
- Pricing: ParadeDB Community is available under AGPL-3.0 for free, but commercial use may require contacting sales for enterprise licensing options..
- Requirements: Requires Docker.
- Tags unique to paradedb: aggregations, analytics, bm25, database.
- Use ParadeDB when you need a unified database solution that supports both transactional operations and analytical processing within the same environment (HTAP).
When NOT to use paradedb
- Avoid using ParadeDB if your project strictly adheres to permissive licensing, as it is under AGPL-3.0 which imposes copyleft obligations.
- Do not opt for ParadeDB when you specifically require a standalone full-text search solution like Elasticsearch that offers more specialized features out-of-the-box.
- It may not be the best choice if your use case demands real-time processing of extremely high-speed data streams beyond its HTAP capabilities.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Aquila-Network/aquila) · observed Aug 2, 2026
- GitHub forks (Aquila-Network/aquila) · observed Aug 2, 2026
- Last push (Aquila-Network/aquila) · observed May 6, 2024
- License file (unknown) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (paradedb/paradedb) · observed Aug 2, 2026
- GitHub forks (paradedb/paradedb) · observed Aug 2, 2026
- Last push (paradedb/paradedb) · observed Aug 2, 2026
- License file (AGPL-3.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: aquila 379 · paradedb 9.1k (synced Aug 2, 2026).
Common questions
- What is the difference between aquila and paradedb?
- aquila: Efficient Neural Search Engine. paradedb: One Postgres for your application data, full-text search, vector retrieval, and aggregations.. See the comparison table for live GitHub stats and shared categories.
- When should I choose aquila over paradedb?
- Choose aquila over paradedb when aquila is primarily HTML; paradedb is Rust; Tags unique to aquila: approximate-nearest-neighbor-search, embedding, faiss, feature-vectors; When deploying a solution that requires the processing of feature vectors in image or video search contexts, where efficiency in approximate nearest neighbor search is necessary.
- When should I choose paradedb over aquila?
- Choose paradedb over aquila when paradedb is primarily Rust; aquila is HTML; Pricing: ParadeDB Community is available under AGPL-3.0 for free, but commercial use may require contacting sales for enterprise licensing options.; Requirements: Requires Docker; Tags unique to paradedb: aggregations, analytics, bm25, database; Use ParadeDB when you need a unified database solution that supports both transactional operations and analytical processing within the same environment (HTAP).
- When should I avoid aquila?
- If the development team lacks experience with Docker, as Aquila's setup heavily relies on Docker images to run locally or in a big data configuration In scenarios where strict control over metadata and vector indexing is required beyond what JSON and latent vectors can provide
- When should I avoid paradedb?
- Avoid using ParadeDB if your project strictly adheres to permissive licensing, as it is under AGPL-3.0 which imposes copyleft obligations. Do not opt for ParadeDB when you specifically require a standalone full-text search solution like Elasticsearch that offers more specialized features out-of-the-box. It may not be the best choice if your use case demands real-time processing of extremely high-speed data streams beyond its HTAP capabilities.
- Is aquila or paradedb more popular on GitHub?
- paradedb has more GitHub stars (9,117 vs 379). Stars measure visibility, not whether either tool fits your constraints.
- Are aquila and paradedb open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to aquila or paradedb?
- GraphCanon lists graph-backed alternatives at aquila alternatives and paradedb alternatives (aquila markdown twin, paradedb markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, aquila or paradedb?
- aquila: Dormant. paradedb: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for aquila and paradedb?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: aquila trust report; paradedb trust report.