GraphCanon
Home/Compare/aquila vs meilisearch

Comparison

aquila vs meilisearch

Verdict

Pick aquila if aquila is a neural search engine that indexes latent vectors with JSON metadata, enabling efficient k-NN search operations; pick meilisearch if meilisearch is a Rust-based, lightning-fast hybrid search engine that integrates easily into web and mobile applications. It supports both full-text and vector searches.

Markdown twin · aquila alternatives · meilisearch alternatives

GraphCanon updated Sep 20, 2026

14views this month

aquila logo

aquila

Aquila-Network/aquila

★ 379pushed May 6, 2024
vs
meilisearch logo

meilisearch

meilisearch/meilisearch

★ 59kpushed Sep 17, 2026

Trust & integrity

Signalaquilameilisearch
Maintenance
Dormant (864d since push)
As of Sep 18, 2026 · github_public_v1
Very active (2d since push)
As of Sep 20, 2026 · github_public_v1
Provenance
Not a fork · Organization account
As of Sep 18, 2026 · github_public_v1
Not a fork · Organization account
As of Sep 20, 2026 · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of Sep 18, 2026 · osv@v1
No lockfile (source not queried)
As of Jul 11, 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
aquila trust reportmeilisearch trust reportTrust methodology

Tagline

aquila
An easy-to-use Neural Search Engine for indexing latent vectors with JSON metadata and performing efficient k-NN search.
meilisearch
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

Stars

aquila
379
meilisearch
59k

Forks

aquila
26
meilisearch
2.7k

Open issues

aquila
13
meilisearch
308

Language

aquila
HTML
meilisearch
Rust

Adopt for

aquila
Aquila is a neural search engine that indexes latent vectors with JSON metadata, enabling efficient k-NN search operations.
meilisearch
Meilisearch is a Rust-based, lightning-fast hybrid search engine that integrates easily into web and mobile applications. It supports both full-text and vector searches.

Persona

aquila
-
meilisearch
-

Runtime

aquila
-
meilisearch
-

License

aquila
Aquila is licensed under the Apache License 2.0.
meilisearch
Other

Last pushed

aquila
May 6, 2024
meilisearch
Sep 17, 2026

Categories

aquila
Data & Retrieval, Vector Databases
meilisearch
Data & Retrieval, Vector Databases

Trust and health

Maintenance

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

Days since push

aquila
864d
meilisearch
2d

Open issues (now)

aquila
13
meilisearch
308

Stars delta

aquila
0 (30d)
meilisearch
+663 (30d)

Open issues delta

aquila
0 (30d)
meilisearch
-11 (30d)

Full report

aquila
Trust report
meilisearch
Trust report

Choose aquila if…

  • aquila is primarily HTML; meilisearch is Rust.
  • 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, faiss, feature-vectors.
  • 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

Choose meilisearch if…

  • meilisearch is primarily Rust; aquila is HTML.
  • Tags unique to meilisearch: ai, api, app-search, database.
  • meilisearch ships Docker support for self-hosted deployment.
  • - You require fast integration capabilities for your web or mobile application, as Meilisearch offers flexible deployment options.

When NOT to use meilisearch

  • - When you specifically need language support for a large number of languages beyond what Meilisearch currently offers, as some specialized multilingual search engines might handle more languages nimb
  • - If your application does not require real-time search-as-you-type or typo tolerance features which can add overhead and may slow down performance in less demanding scenarios.
GitHubDetails

Explore

aquila trust report →meilisearch trust report →Data & Retrieval category →Vector Databases 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: aquila 379 · meilisearch 59k (synced Sep 20, 2026).

Common questions

What is the difference between aquila and meilisearch?
aquila: An easy-to-use Neural Search Engine for indexing latent vectors with JSON metadata and performing efficient k-NN search.. meilisearch: A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.. See the comparison table for live GitHub stats and shared categories.
When should I choose aquila over meilisearch?
Choose aquila over meilisearch when aquila is primarily HTML; meilisearch is Rust; 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, faiss, feature-vectors; When you need to perform efficient k-NN search operations on latent vectors with associated JSON metadata.
When should I choose meilisearch over aquila?
Choose meilisearch over aquila when meilisearch is primarily Rust; aquila is HTML; Tags unique to meilisearch: ai, api, app-search, database; meilisearch ships Docker support for self-hosted deployment; - You require fast integration capabilities for your web or mobile application, as Meilisearch offers flexible deployment options.
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.
When should I avoid meilisearch?
- When you specifically need language support for a large number of languages beyond what Meilisearch currently offers, as some specialized multilingual search engines might handle more languages nimb - If your application does not require real-time search-as-you-type or typo tolerance features which can add overhead and may slow down performance in less demanding scenarios.
Is aquila or meilisearch more popular on GitHub?
meilisearch has more GitHub stars (59,345 vs 379). Stars measure visibility, not whether either tool fits your constraints.
Are aquila and meilisearch open source?
Yes - both are open-source projects on GitHub.
Where can I find alternatives to aquila or meilisearch?
GraphCanon lists graph-backed alternatives at aquila alternatives and meilisearch alternatives (aquila markdown twin, meilisearch 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 meilisearch?
aquila: Dormant. meilisearch: 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 meilisearch?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: aquila trust report; meilisearch trust report.

Was this helpful?

Anonymous feedback helps us improve pages and translations.