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Comparison

zvec vs aquila

Verdict

Pick zvec if zvec is a highly performant, in-process vector database with support across multiple languages; pick aquila if aquila is an efficient neural search engine designed for indexing latent vectors and JSON metadata while performing k-NN searches.

Markdown twin · zvec alternatives · aquila alternatives

GraphCanon updated 2w

zvec logo

zvec

alibaba/zvec

★ 15kpushed Jul 17, 2026
vs
aquila logo

aquila

Aquila-Network/aquila

★ 379pushed May 6, 2024

Trust & integrity

Signalzvecaquila
Maintenance
Very active (1d since push)
As of 1mo · github_public_v1
Dormant (817d since push)
As of 2w · github_public_v1
Provenance
Not a fork · Organization account
As of 1mo · 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
zvec trust reportaquila trust reportTrust methodology

Tagline

zvec
A lightweight, lightning-fast, in-process vector database
aquila
Efficient Neural Search Engine

Stars

zvec
15k
aquila
379

Forks

zvec
946
aquila
26

Open issues

zvec
67
aquila
13

Language

zvec
C++
aquila
HTML

Adopt for

zvec
zvec is a highly performant, in-process vector database with support across multiple languages.
aquila
Aquila is an efficient neural search engine designed for indexing latent vectors and JSON metadata while performing k-NN searches.

Persona

zvec
-
aquila
-

Runtime

zvec
-
aquila
-

License

zvec
Apache-2.0
aquila
-

Last pushed

zvec
Jul 17, 2026
aquila
May 6, 2024

Categories

zvec
Vector Databases
aquila
Data & Retrieval, Vector Databases

Trust and health

Maintenance

zvec
Very active (96%)
aquila
Dormant (18%)

Days since push

zvec
1d
aquila
817d

Open issues (now)

zvec
67
aquila
13

Full report

zvec
Trust report
aquila
Trust report

Choose zvec if…

  • zvec is primarily C++; aquila is HTML.
  • Pricing: Open-source under Apache-2.0 license; free to use and modify for personal or commercial purposes..
  • Requirements: Min 1 GB RAM; Minimum RAM requirement corresponds to recommended system resources for optimal performance without overburdening the host environment..
  • Tags unique to zvec: agent-skills, db, embedded, hnsw.
  • Ideal for applications that require ultra-fast searching capabilities within an embedded solution.

When NOT to use zvec

  • Not recommended if your project requires Python versions outside of 3.10-3.14 for its Python SDK.
  • If you need a distributed vector database that operates across multiple nodes or services, zvec’s in-process and embedded nature may be restrictive.
  • Consider alternatives if Zvec's current language support (Python, Node.js, Go, Rust, Dart/Flutter) does not align with the languages used in your project.
GitHubDetails

Choose aquila if…

  • aquila is primarily HTML; zvec is C++.
  • Tags unique to aquila: approximate-nearest-neighbor-search, embedding, 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
GitHubDetails

Explore

zvec trust report →aquila trust report →Vector Databases category →Data & Retrieval category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: zvec 15k · aquila 379 (synced Jul 18, 2026).

Common questions

What is the difference between zvec and aquila?
zvec: A lightweight, lightning-fast, in-process vector database. aquila: Efficient Neural Search Engine. See the comparison table for live GitHub stats and shared categories.
When should I choose zvec over aquila?
Choose zvec over aquila when zvec is primarily C++; aquila is HTML; Pricing: Open-source under Apache-2.0 license; free to use and modify for personal or commercial purposes.; Requirements: Min 1 GB RAM; Minimum RAM requirement corresponds to recommended system resources for optimal performance without overburdening the host environment.; Tags unique to zvec: agent-skills, db, embedded, hnsw; Ideal for applications that require ultra-fast searching capabilities within an embedded solution.
When should I choose aquila over zvec?
Choose aquila over zvec when aquila is primarily HTML; zvec is C++; Tags unique to aquila: approximate-nearest-neighbor-search, embedding, 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 avoid zvec?
Not recommended if your project requires Python versions outside of 3.10-3.14 for its Python SDK. If you need a distributed vector database that operates across multiple nodes or services, zvec’s in-process and embedded nature may be restrictive. Consider alternatives if Zvec's current language support (Python, Node.js, Go, Rust, Dart/Flutter) does not align with the languages used in your project.
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
Is zvec or aquila more popular on GitHub?
zvec has more GitHub stars (15,094 vs 379). Stars measure visibility, not whether either tool fits your constraints.
Are zvec and aquila open source?
Yes - both are open-source projects on GitHub.
Where can I find alternatives to zvec or aquila?
GraphCanon lists graph-backed alternatives at zvec alternatives and aquila alternatives (zvec markdown twin, aquila 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, zvec or aquila?
zvec: Very active. aquila: 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 zvec and aquila?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: zvec trust report; aquila trust report.

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