Comparison
aquila vs marqo
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 marqo if e-commerce semantic search tool.
Markdown twin · aquila alternatives · marqo alternatives
GraphCanon updated 2w
Trust & integrity
| Signal | aquila | marqo |
|---|---|---|
| Maintenance | Dormant (817d since push) As of 2w · github_public_v1 | Very active (1d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · 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
- marqo
- AI-native ecommerce search platform
Stars
- aquila
- 379
- marqo
- 5.0k
Forks
- aquila
- 26
- marqo
- 235
Open issues
- aquila
- 13
- marqo
- 189
Language
- aquila
- HTML
- marqo
- Python
Adopt for
- aquila
- Aquila is an efficient neural search engine designed for indexing latent vectors and JSON metadata while performing k-NN searches.
- marqo
- E-commerce semantic search tool
Persona
- aquila
- -
- marqo
- -
Runtime
- aquila
- -
- marqo
- -
License
- aquila
- -
- marqo
- Apache-2.0
Last pushed
- aquila
- May 6, 2024
- marqo
- Jul 31, 2026
Categories
- aquila
- Data & Retrieval, Vector Databases
- marqo
- Data & Retrieval
Trust and health
Maintenance
- aquila
- Dormant (18%)
- marqo
- Very active (96%)
Days since push
- aquila
- 817d
- marqo
- 1d
Open issues (now)
- aquila
- 13
- marqo
- 189
Full report
- aquila
- Trust report
- marqo
- Trust report
Choose aquila if…
- aquila is primarily HTML; marqo is Python.
- Tags unique to aquila: approximate-nearest-neighbor-search, embedding, faiss, feature-vectors.
- Also covers Vector Databases.
- 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 marqo if…
- marqo is primarily Python; aquila is HTML.
- Tags unique to marqo: ecommerce, machine-learning, multi-modal, search-engine.
- Specifically for e-commerce platforms aiming to enhance the shopping experience via AI-driven personalization
When NOT to use marqo
- For projects needing active community support as Marqo's open-source version is deprecated
- When real-time updates or bug fixes are critical to operations since the tool no longer receives updates
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 (marqo-ai/marqo) · observed Aug 2, 2026
- GitHub forks (marqo-ai/marqo) · observed Aug 2, 2026
- Last push (marqo-ai/marqo) · observed Jul 31, 2026
- License file (Apache-2.0) · 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 · marqo 5.0k (synced Aug 2, 2026).
Common questions
- What is the difference between aquila and marqo?
- aquila: Efficient Neural Search Engine. marqo: AI-native ecommerce search platform. See the comparison table for live GitHub stats and shared categories.
- When should I choose aquila over marqo?
- Choose aquila over marqo when aquila is primarily HTML; marqo is Python; Tags unique to aquila: approximate-nearest-neighbor-search, embedding, faiss, feature-vectors; Also covers Vector Databases; 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 marqo over aquila?
- Choose marqo over aquila when marqo is primarily Python; aquila is HTML; Tags unique to marqo: ecommerce, machine-learning, multi-modal, search-engine; Specifically for e-commerce platforms aiming to enhance the shopping experience via AI-driven personalization.
- 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 marqo?
- For projects needing active community support as Marqo's open-source version is deprecated When real-time updates or bug fixes are critical to operations since the tool no longer receives updates
- Is aquila or marqo more popular on GitHub?
- marqo has more GitHub stars (5,017 vs 379). Stars measure visibility, not whether either tool fits your constraints.
- Are aquila and marqo open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to aquila or marqo?
- GraphCanon lists graph-backed alternatives at aquila alternatives and marqo alternatives (aquila markdown twin, marqo 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 marqo?
- aquila: Dormant. marqo: 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 marqo?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: aquila trust report; marqo trust report.