Comparison
milvus vs oceanbase
Verdict
Pick milvus if milvus is a high-performance, cloud-native vector database for scalable vector ANN search, supporting various indexing techniques and built for cloud-native environments; pick oceanbase if oceanBase is designed to be the fastest distributed database for handling transactional and analytical workloads simultaneously, including support for AI tasks.
Markdown twin · milvus alternatives · oceanbase alternatives
GraphCanon updated Sep 20, 2026
15views this month
vs
Trust & integrity
| Signal | milvus | oceanbase |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d 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 | Published findings 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
- milvus
- Milvus is a high-performance, cloud-native vector database for scalable vector ANN search
- oceanbase
- The Fastest Distributed Database for Transactional, Analytical, and AI Workloads
Stars
- milvus
- 46k
- oceanbase
- 10k
Forks
- milvus
- 4.3k
- oceanbase
- 1.9k
Open issues
- milvus
- 1.5k
- oceanbase
- 600
Language
- milvus
- Go
- oceanbase
- C++
Adopt for
- milvus
- Milvus is a high-performance, cloud-native vector database for scalable vector ANN search, supporting various indexing techniques and built for cloud-native environments.
- oceanbase
- OceanBase is designed to be the fastest distributed database for handling transactional and analytical workloads simultaneously, including support for AI tasks.
Persona
- milvus
- -
- oceanbase
- -
Runtime
- milvus
- -
- oceanbase
- -
License
- milvus
- Milvus is licensed under the Apache-2.0 license.
- oceanbase
- Apache-2.0
Last pushed
- milvus
- Sep 18, 2026
- oceanbase
- Sep 20, 2026
Categories
- milvus
- Data & Retrieval, Vector Databases
- oceanbase
- Vector Databases
Trust and health
Open issues (now)
- milvus
- 1.5k
- oceanbase
- 600
Stars delta
- milvus
- +750 (30d)
- oceanbase
- +70 (30d)
Open issues delta
- milvus
- +303 (30d)
- oceanbase
- +55 (30d)
OSV dependency advisories
- milvus
- Published findings
- oceanbase
- No lockfile (source not queried)
Full report
- milvus
- Trust report
- oceanbase
- Trust report
Typed relationship
milvus alternative oceanbaseBoth OceanBase and Milvus serve as vector databases for scalable vector ANN search, addressing similar use cases but from different design perspectives.
Choose milvus if…
- milvus is primarily Go; oceanbase is C++.
- Milvus is designed to be self-hosted and can be deployed in a cloud-native environment.
- Pricing: Milvus is free to use under the Apache-2.0 license, but additional services or support may come at a cost..
- Requirements: Min 4 GB RAM; Requires Docker; Third-party dependencies must be installed before using Milvus.; Milvus is built with Go and requires a Go environment to run..
- Both OceanBase and Milvus serve as vector databases for scalable vector ANN search, addressing similar use cases but from different design perspectives.
- Tags unique to milvus: anns, diskann, distributed, embedding-database.
- Also covers Data & Retrieval.
- milvus ships Docker support for self-hosted deployment.
- When you need a high-performance vector database that supports scalable approximate nearest neighbor search.
When NOT to use milvus
- If your project does not require vector similarity search or approximate nearest neighbor search capabilities.
- When the project is not cloud-native and does not benefit from cloud-native optimizations.
- If the project's requirements are better met by a non-vector database or a different type of database.
- When the specific indexing techniques and performance characteristics of Milvus do not align with your project's needs.
Choose oceanbase if…
- oceanbase is primarily C++; milvus is Go.
- Pricing: Not Provided.
- Requirements: Dependent on specific workload and scale, but optimized for distributed environments..
- Both OceanBase and Milvus serve as vector databases for scalable vector ANN search, addressing similar use cases but from different design perspectives.
- Tags unique to oceanbase: analytics, database, distributed-database, fulltext-search.
- The Fastest HTAP: Use OceanBase when your application requires high-speed handling of both online transaction processing (OLTP) and online analytical processing (OLAP) tasks.
When NOT to use oceanbase
- Limited Support for Non-C++ Ecosystems: Avoid OceanBase if your development environment heavily relies on languages other than C++, as it's predominantly built with C++.
- Mature Alternatives in Non-HTAP Scenarios: Do not choose OceanBase if your project requires only traditional OLTP or OLAP services, since it might overcomplicate your setup without necessary benefits.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (milvus-io/milvus) · observed Sep 20, 2026
- GitHub forks (milvus-io/milvus) · observed Sep 20, 2026
- Last push (milvus-io/milvus) · 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 (oceanbase/oceanbase) · observed Sep 20, 2026
- GitHub forks (oceanbase/oceanbase) · observed Sep 20, 2026
- Last push (oceanbase/oceanbase) · observed Sep 20, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: milvus 46k · oceanbase 10k (synced Sep 20, 2026).
Common questions
- What is the difference between milvus and oceanbase?
- milvus: Milvus is a high-performance, cloud-native vector database for scalable vector ANN search. oceanbase: The Fastest Distributed Database for Transactional, Analytical, and AI Workloads. See the comparison table for live GitHub stats and shared categories.
- When should I choose milvus over oceanbase?
- Choose milvus over oceanbase when milvus is primarily Go; oceanbase is C++; Milvus is designed to be self-hosted and can be deployed in a cloud-native environment; Pricing: Milvus is free to use under the Apache-2.0 license, but additional services or support may come at a cost.; Requirements: Min 4 GB RAM; Requires Docker; Third-party dependencies must be installed before using Milvus.; Milvus is built with Go and requires a Go environment to run.; Both OceanBase and Milvus serve as vector databases for scalable vector ANN search, addressing similar use cases but from different design perspectives; Tags unique to milvus: anns, diskann, distributed, embedding-database; Also covers Data & Retrieval; milvus ships Docker support for self-hosted deployment; When you need a high-performance vector database that supports scalable approximate nearest neighbor search.
- When should I choose oceanbase over milvus?
- Choose oceanbase over milvus when oceanbase is primarily C++; milvus is Go; Pricing: Not Provided; Requirements: Dependent on specific workload and scale, but optimized for distributed environments.; Both OceanBase and Milvus serve as vector databases for scalable vector ANN search, addressing similar use cases but from different design perspectives; Tags unique to oceanbase: analytics, database, distributed-database, fulltext-search; The Fastest HTAP: Use OceanBase when your application requires high-speed handling of both online transaction processing (OLTP) and online analytical processing (OLAP) tasks.
- When should I avoid milvus?
- If your project does not require vector similarity search or approximate nearest neighbor search capabilities. When the project is not cloud-native and does not benefit from cloud-native optimizations. If the project's requirements are better met by a non-vector database or a different type of database. When the specific indexing techniques and performance characteristics of Milvus do not align with your project's needs.
- When should I avoid oceanbase?
- Limited Support for Non-C++ Ecosystems: Avoid OceanBase if your development environment heavily relies on languages other than C++, as it's predominantly built with C++. Mature Alternatives in Non-HTAP Scenarios: Do not choose OceanBase if your project requires only traditional OLTP or OLAP services, since it might overcomplicate your setup without necessary benefits.
- Is milvus or oceanbase more popular on GitHub?
- milvus has more GitHub stars (46,152 vs 10,284). Stars measure visibility, not whether either tool fits your constraints.
- Are milvus and oceanbase open source?
- Yes - both are open-source projects on GitHub (milvus: Apache-2.0, oceanbase: Apache-2.0).
- Where can I find alternatives to milvus or oceanbase?
- GraphCanon lists graph-backed alternatives at milvus alternatives and oceanbase alternatives (milvus markdown twin, oceanbase 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, milvus or oceanbase?
- milvus: Very active. oceanbase: 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 milvus and oceanbase?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: milvus trust report; oceanbase trust report.