Comparison
meilisearch vs milvus
Verdict
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; pick milvus if milvus is a high-performance cloud-native vector database, optimized for scalable vector ANN search.
Markdown twin · meilisearch alternatives · milvus alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | meilisearch | milvus |
|---|---|---|
| Maintenance | Very active (6d since push) As of today · github_public_v1 | Very active (0d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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
- meilisearch
- A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
- milvus
- High-performance cloud-native vector database
Stars
- meilisearch
- 59k
- milvus
- 45k
Forks
- meilisearch
- 2.7k
- milvus
- 4.1k
Open issues
- meilisearch
- 311
- milvus
- 1.2k
Language
- meilisearch
- Rust
- milvus
- Go
Adopt for
- 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.
- milvus
- Milvus is a high-performance cloud-native vector database, optimized for scalable vector ANN search.
Persona
- meilisearch
- -
- milvus
- -
Runtime
- meilisearch
- -
- milvus
- -
License
- meilisearch
- Other
- milvus
- Apache-2.0
Last pushed
- meilisearch
- Aug 14, 2026
- milvus
- Jul 28, 2026
Categories
- meilisearch
- Data & Retrieval, Vector Databases
- milvus
- Vector Databases
Trust and health
Days since push
- meilisearch
- 6d
- milvus
- 0d
Open issues (now)
- meilisearch
- 311
- milvus
- 1.2k
Stars delta
- meilisearch
- +352 (30d)
- milvus
- Unknown
Open issues delta
- meilisearch
- -8 (30d)
- milvus
- Unknown
OSV dependency advisories
- meilisearch
- No lockfile (source not queried)
- milvus
- Published findings
Full report
- meilisearch
- Trust report
- milvus
- Trust report
Typed relationship
meilisearch alternative milvusMeiliSearch and Milvus both support vector search for AI applications, with MeiliSearch focusing on hybrid search that includes text and vectors, while Milvus specializes in high-performance cloud-native vector databases.
Choose meilisearch if…
- meilisearch is primarily Rust; milvus is Go.
- License: meilisearch is Other, milvus is Apache-2.0.
- MeiliSearch and Milvus both support vector search for AI applications, with MeiliSearch focusing on hybrid search that includes text and vectors, while Milvus specializes in high-performance cloud-native vector databases.
- Tags unique to meilisearch: ai, api, app-search, database.
- Also covers Data & Retrieval.
- - 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.
Choose milvus if…
- milvus is primarily Go; meilisearch is Rust.
- License: milvus is Apache-2.0, meilisearch is Other.
- Pricing: Milvus is open-source under Apache-2.0 license..
- Requirements: Min 4 GB RAM.
- MeiliSearch and Milvus both support vector search for AI applications, with MeiliSearch focusing on hybrid search that includes text and vectors, while Milvus specializes in high-performance cloud-native vector databases.
- Tags unique to milvus: anns, cloud-native, diskann, distributed.
- Use Milvus when you need to perform efficient vector similarity searches specifically leveraging the Approximate Nearest Neighbor (ANN) algorithm.
When NOT to use milvus
- Avoid Milvus when you need immediate native compatibility with FAISS or similar standalone libraries as it has distinct features tailored to its own ecosystem.
- Do not use Milvus if your application strictly requires real-time indexing updates and low-latency search operations, since optimizing for ANN search may introduce trade-offs in these areas.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (meilisearch/meilisearch) · observed Aug 21, 2026
- GitHub forks (meilisearch/meilisearch) · observed Aug 21, 2026
- Last push (meilisearch/meilisearch) · observed Aug 14, 2026
- License file (Other) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (milvus-io/milvus) · observed Jul 28, 2026
- GitHub forks (milvus-io/milvus) · observed Jul 28, 2026
- Last push (milvus-io/milvus) · observed Jul 28, 2026
- License file (Apache-2.0) · observed Jul 28, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: meilisearch 59k · milvus 45k (synced Aug 21, 2026).
Common questions
- What is the difference between meilisearch and milvus?
- meilisearch: A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.. milvus: High-performance cloud-native vector database. See the comparison table for live GitHub stats and shared categories.
- When should I choose meilisearch over milvus?
- Choose meilisearch over milvus when meilisearch is primarily Rust; milvus is Go; License: meilisearch is Other, milvus is Apache-2.0; MeiliSearch and Milvus both support vector search for AI applications, with MeiliSearch focusing on hybrid search that includes text and vectors, while Milvus specializes in high-performance cloud-native vector databases; Tags unique to meilisearch: ai, api, app-search, database; Also covers Data & Retrieval; - You require fast integration capabilities for your web or mobile application, as Meilisearch offers flexible deployment options.
- When should I choose milvus over meilisearch?
- Choose milvus over meilisearch when milvus is primarily Go; meilisearch is Rust; License: milvus is Apache-2.0, meilisearch is Other; Pricing: Milvus is open-source under Apache-2.0 license.; Requirements: Min 4 GB RAM; MeiliSearch and Milvus both support vector search for AI applications, with MeiliSearch focusing on hybrid search that includes text and vectors, while Milvus specializes in high-performance cloud-native vector databases; Tags unique to milvus: anns, cloud-native, diskann, distributed; Use Milvus when you need to perform efficient vector similarity searches specifically leveraging the Approximate Nearest Neighbor (ANN) algorithm.
- 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.
- When should I avoid milvus?
- Avoid Milvus when you need immediate native compatibility with FAISS or similar standalone libraries as it has distinct features tailored to its own ecosystem. Do not use Milvus if your application strictly requires real-time indexing updates and low-latency search operations, since optimizing for ANN search may introduce trade-offs in these areas.
- Is meilisearch or milvus more popular on GitHub?
- meilisearch has more GitHub stars (59,034 vs 45,402). Stars measure visibility, not whether either tool fits your constraints.
- Are meilisearch and milvus open source?
- Yes - both are open-source projects on GitHub (meilisearch: Other, milvus: Apache-2.0).
- Where can I find alternatives to meilisearch or milvus?
- GraphCanon lists graph-backed alternatives at meilisearch alternatives and milvus alternatives (meilisearch markdown twin, milvus 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, meilisearch or milvus?
- meilisearch: Very active. milvus: 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 meilisearch and milvus?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: meilisearch trust report; milvus trust report.