Comparison
qdrant vs attu
Verdict
Pick qdrant if qdrant is a high-performance vector database and search engine built for AI applications, offering distributed deployment with sharding and replication; pick attu if simplify Milvus interactions with this specialized GUI.
Markdown twin · qdrant alternatives · attu alternatives
GraphCanon updated Sep 30, 2026
24views this month
Trust & integrity
| Signal | qdrant | attu |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Active (12d 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 |
Tagline
- qdrant
- High-performance, massive-scale Vector Database and Vector Search Engine for AI
- attu
- The Best GUI for Milvus
Stars
- qdrant
- 35k
- attu
- 3.2k
Forks
- qdrant
- 2.7k
- attu
- 223
Open issues
- qdrant
- 733
- attu
- 94
Language
- qdrant
- Rust
- attu
- Shell
Adopt for
- qdrant
- Qdrant is a high-performance vector database and search engine built for AI applications, offering distributed deployment with sharding and replication.
- attu
- Simplify Milvus interactions with this specialized GUI.
Persona
- qdrant
- -
- attu
- -
Runtime
- qdrant
- -
- attu
- -
License
- qdrant
- Qdrant is available under the Apache License, Version 2.0, which is a permissive free software license.
- attu
- Other
Last pushed
- qdrant
- Sep 18, 2026
- attu
- Sep 8, 2026
Categories
- qdrant
- Vector Databases
- attu
- Vector Databases
Trust and health
Maintenance
- qdrant
- Very active (96%)
- attu
- Active (82%)
Days since push
- qdrant
- 0d
- attu
- 12d
Open issues (now)
- qdrant
- 733
- attu
- 94
Stars delta
- qdrant
- +1.0k (30d)
- attu
- +119 (30d)
Open issues delta
- qdrant
- +81 (30d)
- attu
- +3 (30d)
Full report
- qdrant
- Trust report
- attu
- Trust report
Typed relationship
qdrant alternative attuBoth Attu and Qdrant are tools that can be used for managing vector databases, with Qdrant providing its own set of features and functions similar to what Attu does for Milvus.
Choose qdrant if…
- qdrant is primarily Rust; attu is Shell.
- License: qdrant is Apache-2.0, attu is Other.
- Pricing: Qdrant offers a free open-source version under the Apache License, with additional paid services available in the cloud..
- Requirements: Min 2 GB RAM; Qdrant supports distributed deployment, which may require additional resources depending on the scale of deployment..
- Both Attu and Qdrant are tools that can be used for managing vector databases, with Qdrant providing its own set of features and functions similar to what Attu does for Milvus.
- Tags unique to qdrant: ai-search, embeddings-similarity, hnsw, hybrid-search.
- qdrant ships Docker support for self-hosted deployment.
- When you need a scalable solution for vector search that supports distributed deployment with sharding and replication.
When NOT to use qdrant
- If your project requires a database that is not built in Rust, and you have constraints against using Rust-based solutions.
- When you need a vector database that does not support distributed deployment, as Qdrant's strength lies in its scalability features.
Choose attu if…
- attu is primarily Shell; qdrant is Rust.
- License: attu is Other, qdrant is Apache-2.0.
- Both Attu and Qdrant are tools that can be used for managing vector databases, with Qdrant providing its own set of features and functions similar to what Attu does for Milvus.
- Tags unique to attu: attu, milvus.
- Need a dedicated interface for Milvus vector database operations
When NOT to use attu
- Requiring multi-database support beyond Milvus
- Looking for command-line tools instead of GUI solutions
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (qdrant/qdrant) · observed Sep 20, 2026
- GitHub forks (qdrant/qdrant) · observed Sep 20, 2026
- Last push (qdrant/qdrant) · observed Sep 18, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (zilliztech/attu) · observed Sep 20, 2026
- GitHub forks (zilliztech/attu) · observed Sep 20, 2026
- Last push (zilliztech/attu) · observed Sep 8, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: qdrant 35k · attu 3.2k (synced Sep 20, 2026).
Common questions
- What is the difference between qdrant and attu?
- qdrant: High-performance, massive-scale Vector Database and Vector Search Engine for AI. attu: The Best GUI for Milvus. See the comparison table for live GitHub stats and shared categories.
- When should I choose qdrant over attu?
- Choose qdrant over attu when qdrant is primarily Rust; attu is Shell; License: qdrant is Apache-2.0, attu is Other; Pricing: Qdrant offers a free open-source version under the Apache License, with additional paid services available in the cloud.; Requirements: Min 2 GB RAM; Qdrant supports distributed deployment, which may require additional resources depending on the scale of deployment.; Both Attu and Qdrant are tools that can be used for managing vector databases, with Qdrant providing its own set of features and functions similar to what Attu does for Milvus; Tags unique to qdrant: ai-search, embeddings-similarity, hnsw, hybrid-search; qdrant ships Docker support for self-hosted deployment; When you need a scalable solution for vector search that supports distributed deployment with sharding and replication.
- When should I choose attu over qdrant?
- Choose attu over qdrant when attu is primarily Shell; qdrant is Rust; License: attu is Other, qdrant is Apache-2.0; Both Attu and Qdrant are tools that can be used for managing vector databases, with Qdrant providing its own set of features and functions similar to what Attu does for Milvus; Tags unique to attu: attu, milvus; Need a dedicated interface for Milvus vector database operations.
- When should I avoid qdrant?
- If your project requires a database that is not built in Rust, and you have constraints against using Rust-based solutions. When you need a vector database that does not support distributed deployment, as Qdrant's strength lies in its scalability features.
- When should I avoid attu?
- Requiring multi-database support beyond Milvus Looking for command-line tools instead of GUI solutions
- Is qdrant or attu more popular on GitHub?
- qdrant has more GitHub stars (34,655 vs 3,166). Stars measure visibility, not whether either tool fits your constraints.
- Are qdrant and attu open source?
- Yes - both are open-source projects on GitHub (qdrant: Apache-2.0, attu: Other).
- Where can I find alternatives to qdrant or attu?
- GraphCanon lists graph-backed alternatives at qdrant alternatives and attu alternatives (qdrant markdown twin, attu 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, qdrant or attu?
- qdrant: Very active. attu: 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 qdrant and attu?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: qdrant trust report; attu trust report.