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Comparison

endee vs qdrant

Verdict

Pick endee if endee is an efficient vector database capable of managing up to 1 billion vectors on one node, with significant performance boosts from its optimized indexing and execution; pick qdrant if high-performance vector database with support for distributed deployment.

Markdown twin · endee alternatives · qdrant alternatives

GraphCanon updated 2w

endee logo

endee

endee-io/endee

★ 1.3kpushed Jun 29, 2026
vs
qdrant logo

qdrant

qdrant/qdrant

★ 34kpushed Jul 28, 2026

Trust & integrity

Signalendeeqdrant
Maintenance
Active (22d since push)
As of 3w · github_public_v1
Very active (0d since push)
As of 2w · github_public_v1
Provenance
Not a fork · Organization account
As of 3w · 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
endee trust reportqdrant trust reportTrust methodology

Tagline

endee
A high-performance vector database handling up to 1B vectors on one node
qdrant
High-performance, massive-scale Vector Database and Vector Search Engine

Stars

endee
1.3k
qdrant
34k

Forks

endee
1.7k
qdrant
2.5k

Open issues

endee
31
qdrant
652

Language

endee
C++
qdrant
Rust

Adopt for

endee
Endee is an efficient vector database capable of managing up to 1 billion vectors on one node, with significant performance boosts from its optimized indexing and execution.
qdrant
High-performance vector database with support for distributed deployment.

Persona

endee
-
qdrant
-

Runtime

endee
-
qdrant
-

License

endee
AGPL-3.0
qdrant
Qdrant is available under the Apache License 2.0.

Last pushed

endee
Jun 29, 2026
qdrant
Jul 28, 2026

Categories

endee
Vector Databases
qdrant
Data & Retrieval, Vector Databases

Trust and health

Maintenance

endee
Active (82%)
qdrant
Very active (96%)

Days since push

endee
22d
qdrant
0d

Open issues (now)

endee
31
qdrant
652

Full report

endee
Trust report
qdrant
Trust report

Typed relationship

endee alternative qdrantQdrant is also a high-performance vector search engine, making it an alternative to Endee in the context of AI and hybrid search.

Choose endee if…

  • endee is primarily C++; qdrant is Rust.
  • License: endee is AGPL-3.0, qdrant is Apache-2.0.
  • Pricing: Information about the pricing model of Endee is not provided in the repository..
  • Qdrant is also a high-performance vector search engine, making it an alternative to Endee in the context of AI and hybrid search.
  • Tags unique to endee: ann, image-search.
  • When you need extreme performance in handling large-scale vector datasets for AI搜索和图像搜索任务。

When NOT to use endee

  • When your project requires a vector database under less permissive licenses than AGPL-3.0.
  • ，Endee。
  • AI，。
GitHubDetails

Choose qdrant if…

  • qdrant is primarily Rust; endee is C++.
  • License: qdrant is Apache-2.0, endee is AGPL-3.0.
  • Qdrant supports self-hosted deployment along with a cloud option at https://cloud.qdrant.io/.
  • Requirements: - Distributed deployment with sharding and replication is supported.; - No specific minimum RAM requirement provided. Performance and resource use will depend on the scale of embedding collections..
  • Qdrant is also a high-performance vector search engine, making it an alternative to Endee in the context of AI and hybrid search.
  • Tags unique to qdrant: embeddings-similarity, knn-algorithm, nearest-neighbor-search.
  • Also covers Data & Retrieval.
  • - When scalability and performance are paramount in handling large-scale embeddings.

When NOT to use qdrant

  • - Avoid if your project requires more traditional relational database features as Qdrant focuses exclusively on vectors.
  • - If minimalistic setup is crucial, since Qdrant's capability for distributed deployment may introduce complexity that is not necessary for smaller-scale applications.
  • - For use cases where non-Rust environments significantly limit the feasibility of integrating external tools.
GitHubDetails

Explore

endee trust report →qdrant 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: endee 1.3k · qdrant 34k (synced Jul 22, 2026).

Common questions

What is the difference between endee and qdrant?
endee: A high-performance vector database handling up to 1B vectors on one node. qdrant: High-performance, massive-scale Vector Database and Vector Search Engine. See the comparison table for live GitHub stats and shared categories.
When should I choose endee over qdrant?
Choose endee over qdrant when endee is primarily C++; qdrant is Rust; License: endee is AGPL-3.0, qdrant is Apache-2.0; Pricing: Information about the pricing model of Endee is not provided in the repository.; Qdrant is also a high-performance vector search engine, making it an alternative to Endee in the context of AI and hybrid search; Tags unique to endee: ann, image-search; When you need extreme performance in handling large-scale vector datasets for AI搜索和图像搜索任务。.
When should I choose qdrant over endee?
Choose qdrant over endee when qdrant is primarily Rust; endee is C++; License: qdrant is Apache-2.0, endee is AGPL-3.0; Qdrant supports self-hosted deployment along with a cloud option at https://cloud.qdrant.io/; Requirements: - Distributed deployment with sharding and replication is supported.; - No specific minimum RAM requirement provided. Performance and resource use will depend on the scale of embedding collections.; Qdrant is also a high-performance vector search engine, making it an alternative to Endee in the context of AI and hybrid search; Tags unique to qdrant: embeddings-similarity, knn-algorithm, nearest-neighbor-search; Also covers Data & Retrieval; - When scalability and performance are paramount in handling large-scale embeddings.
When should I avoid endee?
When your project requires a vector database under less permissive licenses than AGPL-3.0. ，Endee。 AI，。
When should I avoid qdrant?
- Avoid if your project requires more traditional relational database features as Qdrant focuses exclusively on vectors. - If minimalistic setup is crucial, since Qdrant's capability for distributed deployment may introduce complexity that is not necessary for smaller-scale applications. - For use cases where non-Rust environments significantly limit the feasibility of integrating external tools.
Is endee or qdrant more popular on GitHub?
qdrant has more GitHub stars (33,629 vs 1,329). Stars measure visibility, not whether either tool fits your constraints.
Are endee and qdrant open source?
Yes - both are open-source projects on GitHub (endee: AGPL-3.0, qdrant: Apache-2.0).
Where can I find alternatives to endee or qdrant?
GraphCanon lists graph-backed alternatives at endee alternatives and qdrant alternatives (endee markdown twin, qdrant 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, endee or qdrant?
endee: Active. qdrant: 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 endee and qdrant?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: endee trust report; qdrant trust report.

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