Comparison
aquila vs lantern
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 lantern if lantern is an extension for PostgreSQL written in Rust, providing capabilities for approximate nearest neighbor search tailored for AI applications.
Markdown twin · aquila alternatives · lantern alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | aquila | lantern |
|---|---|---|
| Maintenance | Dormant (817d since push) As of 3w · github_public_v1 | Dormant (618d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 2d · 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
- lantern
- PostgreSQL vector database extension for building AI applications
Stars
- aquila
- 379
- lantern
- 889
Forks
- aquila
- 26
- lantern
- 67
Open issues
- aquila
- 13
- lantern
- 42
Language
- aquila
- HTML
- lantern
- Rust
Adopt for
- aquila
- Aquila is an efficient neural search engine designed for indexing latent vectors and JSON metadata while performing k-NN searches.
- lantern
- Lantern is an extension for PostgreSQL written in Rust, providing capabilities for approximate nearest neighbor search tailored for AI applications.
Persona
- aquila
- -
- lantern
- -
Runtime
- aquila
- -
- lantern
- -
License
- aquila
- -
- lantern
- AGPL-3.0, allowing free use and modification but requiring derivative works to be open-sourced as well.
Last pushed
- aquila
- May 6, 2024
- lantern
- Dec 12, 2024
Categories
- aquila
- Data & Retrieval, Vector Databases
- lantern
- Vector Databases
Trust and health
Days since push
- aquila
- 817d
- lantern
- 618d
Open issues (now)
- aquila
- 13
- lantern
- 42
Stars delta
- aquila
- Unknown
- lantern
- 0 (30d)
Open issues delta
- aquila
- Unknown
- lantern
- 0 (30d)
Full report
- aquila
- Trust report
- lantern
- Trust report
Choose aquila if…
- aquila is primarily HTML; lantern is Rust.
- Tags unique to aquila: embedding, faiss, feature-vectors, image-search.
- Also covers Data & Retrieval.
- 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 lantern if…
- lantern is primarily Rust; aquila is HTML.
- Tags unique to lantern: ai, ann, data-science, embeddings.
- When you need to perform vector database operations integrated with a PostgreSQL environment
When NOT to use lantern
- Avoid when an open-source license like AGPL-3.0 might interfere with proprietary or closed-source projects
- Not suitable if you require direct support for non-vector indexing operations outside ANN 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 (lanterndata/lantern) · observed Aug 22, 2026
- GitHub forks (lanterndata/lantern) · observed Aug 22, 2026
- Last push (lanterndata/lantern) · observed Dec 12, 2024
- License file (AGPL-3.0) · observed Aug 22, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: aquila 379 · lantern 889 (synced Aug 2, 2026).
Common questions
- What is the difference between aquila and lantern?
- aquila: Efficient Neural Search Engine. lantern: PostgreSQL vector database extension for building AI applications. See the comparison table for live GitHub stats and shared categories.
- When should I choose aquila over lantern?
- Choose aquila over lantern when aquila is primarily HTML; lantern is Rust; Tags unique to aquila: embedding, faiss, feature-vectors, image-search; Also covers Data & Retrieval; 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 lantern over aquila?
- Choose lantern over aquila when lantern is primarily Rust; aquila is HTML; Tags unique to lantern: ai, ann, data-science, embeddings; When you need to perform vector database operations integrated with a PostgreSQL environment.
- 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 lantern?
- Avoid when an open-source license like AGPL-3.0 might interfere with proprietary or closed-source projects Not suitable if you require direct support for non-vector indexing operations outside ANN capabilities
- Is aquila or lantern more popular on GitHub?
- lantern has more GitHub stars (889 vs 379). Stars measure visibility, not whether either tool fits your constraints.
- Are aquila and lantern open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to aquila or lantern?
- GraphCanon lists graph-backed alternatives at aquila alternatives and lantern alternatives (aquila markdown twin, lantern 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 lantern?
- aquila: Dormant. lantern: Dormant. 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 lantern?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: aquila trust report; lantern trust report.