Comparison
octoml-profile vs ort
Verdict
Pick octoml-profile if octoML PyTorch Profiler provides profiling and acceleration tools for PyTorch models with remote execution capabilities; pick ort if ort accelerates ML inference and training tasks for ONNX models with high-performance Rust operations.
Markdown twin · octoml-profile alternatives · ort alternatives
GraphCanon updated today
Trust & integrity
| Signal | octoml-profile | ort |
|---|---|---|
| Maintenance | Dormant (1197d 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 | 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 |
Tagline
- octoml-profile
- Home for OctoML PyTorch Profiler
- ort
- Fast ML inference and training for ONNX models in Rust
Stars
- octoml-profile
- 113
- ort
- 2.5k
Forks
- octoml-profile
- 10
- ort
- 263
Open issues
- octoml-profile
- 0
- ort
- 2
Language
- octoml-profile
- -
- ort
- Rust
Adopt for
- octoml-profile
- OctoML PyTorch Profiler provides profiling and acceleration tools for PyTorch models with remote execution capabilities.
- ort
- ort accelerates ML inference and training tasks for ONNX models with high-performance Rust operations
Persona
- octoml-profile
- -
- ort
- -
Runtime
- octoml-profile
- -
- ort
- -
License
- octoml-profile
- Apache-2.0
- ort
- Apache-2.0
Last pushed
- octoml-profile
- Apr 24, 2023
- ort
- Aug 23, 2026
Categories
- octoml-profile
- Inference & Serving, Model Training
- ort
- Inference & Serving, Model Training
Trust and health
Maintenance
- octoml-profile
- Dormant (18%)
- ort
- Very active (96%)
Days since push
- octoml-profile
- 1197d
- ort
- 0d
Open issues (now)
- octoml-profile
- 0
- ort
- 2
Stars delta
- octoml-profile
- Unknown
- ort
- +56 (30d)
Open issues delta
- octoml-profile
- Unknown
- ort
- +1 (30d)
Full report
- octoml-profile
- Trust report
- ort
- Trust report
Choose octoml-profile if…
- Tags unique to octoml-profile: acceleration, performance optimization, profiling, pytorch.
- Need precise performance metrics on different backend architectures like CPU, GPU in cloud environments
- Leaner open-issue backlog (0).
When NOT to use octoml-profile
- Development for local, offline usage only without remote profiling needs
- Working with PyTorch versions below 2.0 or incompatible with specific CUDA/Apple silicon versions outlined in installation guide
Choose ort if…
- Tags unique to ort: ai, fine-tuning, inference, machine-learning.
- When your project involves ONNX models that require fast inference times or efficient fine-tuning
- More GitHub stars (2.5k vs 113) - visibility, not fit.
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 (octoml/octoml-profile) · observed Aug 4, 2026
- GitHub forks (octoml/octoml-profile) · observed Aug 4, 2026
- Last push (octoml/octoml-profile) · observed Apr 24, 2023
- 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: octoml-profile 113 · ort 2.5k (synced Aug 4, 2026).
Common questions
- What is the difference between octoml-profile and ort?
- octoml-profile: Home for OctoML PyTorch Profiler. 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 octoml-profile over ort?
- Choose octoml-profile over ort when Tags unique to octoml-profile: acceleration, performance optimization, profiling, pytorch; Need precise performance metrics on different backend architectures like CPU, GPU in cloud environments; Leaner open-issue backlog (0).
- When should I choose ort over octoml-profile?
- Choose ort over octoml-profile when Tags unique to ort: ai, fine-tuning, inference, machine-learning; When your project involves ONNX models that require fast inference times or efficient fine-tuning; More GitHub stars (2.5k vs 113) - visibility, not fit.
- When should I avoid octoml-profile?
- Development for local, offline usage only without remote profiling needs Working with PyTorch versions below 2.0 or incompatible with specific CUDA/Apple silicon versions outlined in installation guide
- 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 octoml-profile or ort more popular on GitHub?
- ort has more GitHub stars (2,472 vs 113). Stars measure visibility, not whether either tool fits your constraints.
- Are octoml-profile and ort open source?
- Yes - both are open-source projects on GitHub (octoml-profile: Apache-2.0, ort: Apache-2.0).
- Where can I find alternatives to octoml-profile or ort?
- GraphCanon lists graph-backed alternatives at octoml-profile alternatives and ort alternatives (octoml-profile 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, octoml-profile or ort?
- octoml-profile: 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 octoml-profile and ort?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: octoml-profile trust report; ort trust report.