Comparison
feast vs omnigraph
Verdict
Pick feast if feast, an open-source feature store for AI/ML, facilitates efficient management and retrieval of features used in machine learning models; pick omnigraph if omnigraph is a Rust-based Lakehouse-native graph engine that integrates Git-style workflows for managing knowledge graphs leveraging modern data technologies such as Apache Arrow and DataFusion.
Markdown twin · feast alternatives · omnigraph alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | feast | omnigraph |
|---|---|---|
| Maintenance | Very active (2d since push) As of 2w · github_public_v1 | Very active (0d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | Published findings 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 |
Tagline
- feast
- The Open Source Feature Store for AI/ML
- omnigraph
- Lakehouse native graph engine with git-style workflows
Stars
- feast
- 7.2k
- omnigraph
- 1.0k
Forks
- feast
- 1.4k
- omnigraph
- 190
Open issues
- feast
- 390
- omnigraph
- 17
Language
- feast
- Python
- omnigraph
- Rust
Adopt for
- feast
- Feast, an open-source feature store for AI/ML, facilitates efficient management and retrieval of features used in machine learning models.
- omnigraph
- Omnigraph is a Rust-based Lakehouse-native graph engine that integrates Git-style workflows for managing knowledge graphs leveraging modern data technologies such as Apache Arrow and DataFusion.
Persona
- feast
- -
- omnigraph
- -
Runtime
- feast
- -
- omnigraph
- -
License
- feast
- Apache-2.0
- omnigraph
- MIT
Last pushed
- feast
- Jul 31, 2026
- omnigraph
- Aug 2, 2026
Categories
- feast
- Data & Retrieval
- omnigraph
- Data & Retrieval
Trust and health
Days since push
- feast
- 2d
- omnigraph
- 0d
Open issues (now)
- feast
- 390
- omnigraph
- 17
OSV dependency advisories
- feast
- Published findings
- omnigraph
- No lockfile (source not queried)
Full report
- feast
- Trust report
- omnigraph
- Trust report
Choose feast if…
- feast is primarily Python; omnigraph is Rust.
- License: feast is Apache-2.0, omnigraph is MIT.
- Tags unique to feast: big-data, data-engineering, data-quality, data-science.
- Use Feast when your project requires versioning of features to support experimentation and model evolution over time, as it allows you to seamlessly retrieve historical feature data.
When NOT to use feast
- Avoid Feast in scenarios where your project needs are minimal, such as smaller datasets or simpler projects that do not require the overhead of feature versioning or management.
- Do not use Feast if you prefer a more generalized data storage solution without specific features geared towards ML feature management. Competitors might be better for broader data manipulation tasks.
Choose omnigraph if…
- omnigraph is primarily Rust; feast is Python.
- License: omnigraph is MIT, feast is Apache-2.0.
- Tags unique to omnigraph: apache-arrow, context-graph, datafusion, graph-database.
- omnigraph ships Docker support for self-hosted deployment.
- Use Omnigraph if your project involves complex knowledge graph management within a lakehouse architecture, as it offers native integration to facilitate efficient handling of large datasets.
When NOT to use omnigraph
- Avoid Omnigraph if you prefer or need a Java-based solution, as it might not align with the runtime requirements of your existing technology stack.
- Omnigraph may not be suitable for simple or small-scale graph projects that do not require advanced versioning and collaboration features akin to Git workflows.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (feast-dev/feast) · observed Aug 3, 2026
- GitHub forks (feast-dev/feast) · observed Aug 3, 2026
- Last push (feast-dev/feast) · observed Jul 31, 2026
- License file (Apache-2.0) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ModernRelay/omnigraph) · observed Aug 2, 2026
- GitHub forks (ModernRelay/omnigraph) · observed Aug 2, 2026
- Last push (ModernRelay/omnigraph) · observed Aug 2, 2026
- License file (MIT) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: feast 7.2k · omnigraph 1.0k (synced Aug 3, 2026).
Common questions
- What is the difference between feast and omnigraph?
- feast: The Open Source Feature Store for AI/ML. omnigraph: Lakehouse native graph engine with git-style workflows. See the comparison table for live GitHub stats and shared categories.
- When should I choose feast over omnigraph?
- Choose feast over omnigraph when feast is primarily Python; omnigraph is Rust; License: feast is Apache-2.0, omnigraph is MIT; Tags unique to feast: big-data, data-engineering, data-quality, data-science; Use Feast when your project requires versioning of features to support experimentation and model evolution over time, as it allows you to seamlessly retrieve historical feature data.
- When should I choose omnigraph over feast?
- Choose omnigraph over feast when omnigraph is primarily Rust; feast is Python; License: omnigraph is MIT, feast is Apache-2.0; Tags unique to omnigraph: apache-arrow, context-graph, datafusion, graph-database; omnigraph ships Docker support for self-hosted deployment; Use Omnigraph if your project involves complex knowledge graph management within a lakehouse architecture, as it offers native integration to facilitate efficient handling of large datasets.
- When should I avoid feast?
- Avoid Feast in scenarios where your project needs are minimal, such as smaller datasets or simpler projects that do not require the overhead of feature versioning or management. Do not use Feast if you prefer a more generalized data storage solution without specific features geared towards ML feature management. Competitors might be better for broader data manipulation tasks.
- When should I avoid omnigraph?
- Avoid Omnigraph if you prefer or need a Java-based solution, as it might not align with the runtime requirements of your existing technology stack. Omnigraph may not be suitable for simple or small-scale graph projects that do not require advanced versioning and collaboration features akin to Git workflows.
- Is feast or omnigraph more popular on GitHub?
- feast has more GitHub stars (7,188 vs 1,040). Stars measure visibility, not whether either tool fits your constraints.
- Are feast and omnigraph open source?
- Yes - both are open-source projects on GitHub (feast: Apache-2.0, omnigraph: MIT).
- Where can I find alternatives to feast or omnigraph?
- GraphCanon lists graph-backed alternatives at feast alternatives and omnigraph alternatives (feast markdown twin, omnigraph 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, feast or omnigraph?
- feast: Very active. omnigraph: 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 feast and omnigraph?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: feast trust report; omnigraph trust report.