GraphCanon
Home/Compare/zvec vs aquila

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 a neural search engine that indexes latent vectors with JSON metadata, enabling efficient k-NN search operations.

Markdown twin · zvec alternatives · aquila alternatives

GraphCanon updated Sep 20, 2026

15views this month

zvec logo

zvec

alibaba/zvec

★ 15kpushed Aug 17, 2026
vs
aquila logo

aquila

Aquila-Network/aquila

★ 379pushed May 6, 2024

Trust & integrity

Signalzvecaquila
Maintenance
Very active (0d since push)
As of Aug 18, 2026 · github_public_v1
Dormant (864d since push)
As of Sep 18, 2026 · github_public_v1
Provenance
Not a fork · Organization account
As of Aug 18, 2026 · github_public_v1
Not a fork · Organization account
As of Sep 18, 2026 · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of Jul 11, 2026 · osv@v1
No lockfile (source not queried)
As of Sep 18, 2026 · 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
An easy-to-use Neural Search Engine for indexing latent vectors with JSON metadata and performing efficient k-NN search.

Stars

zvec
15k
aquila
379

Forks

zvec
977
aquila
26

Open issues

zvec
62
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 a neural search engine that indexes latent vectors with JSON metadata, enabling efficient k-NN search operations.

Persona

zvec
-
aquila
-

Runtime

zvec
-
aquila
-

License

zvec
Apache-2.0
aquila
Aquila is licensed under the Apache License 2.0.

Last pushed

zvec
Aug 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
0d
aquila
864d

Open issues (now)

zvec
62
aquila
13

Stars delta

zvec
+361 (30d)
aquila
0 (30d)

Open issues delta

zvec
-5 (30d)
aquila
0 (30d)

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++.
  • Requirements: Requires Docker; Aquila requires Docker for deployment, with options for both lite and big data versions..
  • Tags unique to aquila: approximate-nearest-neighbor-search, embedding, feature-vectors, image-search.
  • Also covers Data & Retrieval.
  • When you need to perform efficient k-NN search operations on latent vectors with associated JSON metadata.

When NOT to use aquila

  • If your project requires a specific license that is not Apache License 2.0, Aquila may not be suitable.
  • If your application does not require indexing of latent vectors with JSON metadata, Aquila might be overkill.
  • If you are looking for a solution that does not require Docker for deployment, Aquila might not be the best fit.
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 Sep 20, 2026).

Common questions

What is the difference between zvec and aquila?
zvec: A lightweight, lightning-fast, in-process vector database. aquila: An easy-to-use Neural Search Engine for indexing latent vectors with JSON metadata and performing efficient k-NN search.. 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++; Requirements: Requires Docker; Aquila requires Docker for deployment, with options for both lite and big data versions.; Tags unique to aquila: approximate-nearest-neighbor-search, embedding, feature-vectors, image-search; Also covers Data & Retrieval; When you need to perform efficient k-NN search operations on latent vectors with associated JSON metadata.
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 your project requires a specific license that is not Apache License 2.0, Aquila may not be suitable. If your application does not require indexing of latent vectors with JSON metadata, Aquila might be overkill. If you are looking for a solution that does not require Docker for deployment, Aquila might not be the best fit.
Is zvec or aquila more popular on GitHub?
zvec has more GitHub stars (15,455 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.

Was this helpful?

Anonymous feedback helps us improve pages and translations.