Comparison
ormb vs ort
Verdict
Pick ormb if oRMB encapsulates machine learning and deep-learning models via OCI artifacts within Docker containers for streamlined model management; pick ort if ort accelerates ML inference and training tasks for ONNX models with high-performance Rust operations.
Markdown twin · ormb alternatives · ort alternatives
GraphCanon updated today
Trust & integrity
| Signal | ormb | ort |
|---|---|---|
| Maintenance | Dormant (920d since push) As of 2w · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of today · 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
- ormb
- Docker for ML/DL Models Based on OCI Artifacts
- ort
- Fast ML inference and training for ONNX models in Rust
Stars
- ormb
- 473
- ort
- 2.5k
Forks
- ormb
- 61
- ort
- 263
Open issues
- ormb
- 32
- ort
- 2
Language
- ormb
- Go
- ort
- Rust
Adopt for
- ormb
- ORMB encapsulates machine learning and deep-learning models via OCI artifacts within Docker containers for streamlined model management.
- ort
- ort accelerates ML inference and training tasks for ONNX models with high-performance Rust operations
Persona
- ormb
- -
- ort
- -
Runtime
- ormb
- -
- ort
- -
License
- ormb
- Apache-2.0
- ort
- Apache-2.0
Last pushed
- ormb
- Jan 26, 2024
- ort
- Aug 23, 2026
Categories
- ormb
- Inference & Serving, Model Training
- ort
- Inference & Serving, Model Training
Trust and health
Maintenance
- ormb
- Dormant (18%)
- ort
- Very active (96%)
Days since push
- ormb
- 920d
- ort
- 0d
Open issues (now)
- ormb
- 32
- ort
- 2
Stars delta
- ormb
- Unknown
- ort
- +56 (30d)
Open issues delta
- ormb
- Unknown
- ort
- +1 (30d)
OSV dependency advisories
- ormb
- Published findings
- ort
- No lockfile (source not queried)
Full report
- ormb
- Trust report
- ort
- Trust report
Choose ormb if…
- ormb is primarily Go; ort is Rust.
- Tags unique to ormb: docker, model-management, model-versioning, oci-artifacts.
- If you need sophisticated version control for your ML/DL models through an image registry, ORMB provides this functionality.
When NOT to use ormb
- Should you seek simple models deployment without extensive version management features, ORMB may introduce unnecessary complexity.
- If your project strictly avoids using Docker and OCI artifacts for model handling, then this tool would not be suitable.
Choose ort if…
- ort is primarily Rust; ormb is Go.
- Tags unique to ort: ai, fine-tuning, inference, onnx.
- When your project involves ONNX models that require fast inference times or efficient fine-tuning
When NOT to use ort
- When the primary development language is not compatible with Rust bindings
- For projects requiring broad model support beyond ONNX, as ort specializes only in ONNX models and does not cover a wide array of formats like some competitors might
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (kleveross/ormb) · observed Aug 4, 2026
- GitHub forks (kleveross/ormb) · observed Aug 4, 2026
- Last push (kleveross/ormb) · observed Jan 26, 2024
- License file (Apache-2.0) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (pykeio/ort) · observed Aug 24, 2026
- GitHub forks (pykeio/ort) · observed Aug 24, 2026
- Last push (pykeio/ort) · observed Aug 23, 2026
- License file (Apache-2.0) · observed Aug 24, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ormb 473 · ort 2.5k (synced Aug 4, 2026).
Common questions
- What is the difference between ormb and ort?
- ormb: Docker for ML/DL Models Based on OCI Artifacts. ort: Fast ML inference and training for ONNX models in Rust. See the comparison table for live GitHub stats and shared categories.
- When should I choose ormb over ort?
- Choose ormb over ort when ormb is primarily Go; ort is Rust; Tags unique to ormb: docker, model-management, model-versioning, oci-artifacts; If you need sophisticated version control for your ML/DL models through an image registry, ORMB provides this functionality.
- When should I choose ort over ormb?
- Choose ort over ormb when ort is primarily Rust; ormb is Go; Tags unique to ort: ai, fine-tuning, inference, onnx; When your project involves ONNX models that require fast inference times or efficient fine-tuning.
- When should I avoid ormb?
- Should you seek simple models deployment without extensive version management features, ORMB may introduce unnecessary complexity. If your project strictly avoids using Docker and OCI artifacts for model handling, then this tool would not be suitable.
- When should I avoid ort?
- When the primary development language is not compatible with Rust bindings For projects requiring broad model support beyond ONNX, as ort specializes only in ONNX models and does not cover a wide array of formats like some competitors might
- Is ormb or ort more popular on GitHub?
- ort has more GitHub stars (2,472 vs 473). Stars measure visibility, not whether either tool fits your constraints.
- Are ormb and ort open source?
- Yes - both are open-source projects on GitHub (ormb: Apache-2.0, ort: Apache-2.0).
- Where can I find alternatives to ormb or ort?
- GraphCanon lists graph-backed alternatives at ormb alternatives and ort alternatives (ormb markdown twin, ort 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, ormb or ort?
- ormb: Dormant. ort: 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 ormb and ort?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ormb trust report; ort trust report.