Comparison
primehub vs polyaxon
Verdict
Pick primehub if suitable for teams needing an open-source MLOps platform with robust support for distributed systems and Docker environments; pick polyaxon if use Polyaxon for advanced orchestration of ML workflows with emphasis on hyperparameter tuning, CI/CD integrations, and deep support for Jupyter and TensorBoard.
Markdown twin · primehub alternatives · polyaxon alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | primehub | polyaxon |
|---|---|---|
| Maintenance | Slowing (201d 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 | No published findings from this source as of 2026-07-11 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
- primehub
- open-source MLOps platform
- polyaxon
- AI Infra / AI Orchestration / AI Control Plane
Stars
- primehub
- 410
- polyaxon
- 3.7k
Forks
- primehub
- 40
- polyaxon
- 330
Open issues
- primehub
- 28
- polyaxon
- 126
Language
- primehub
- Shell
- polyaxon
- MDX
Adopt for
- primehub
- Suitable for teams needing an open-source MLOps platform with robust support for distributed systems and Docker environments.
- polyaxon
- Use Polyaxon for advanced orchestration of ML workflows with emphasis on hyperparameter tuning, CI/CD integrations, and deep support for Jupyter and TensorBoard.
Persona
- primehub
- -
- polyaxon
- -
Runtime
- primehub
- -
- polyaxon
- -
License
- primehub
- Apache-2.0
- polyaxon
- Apache-2.0
Last pushed
- primehub
- Jan 13, 2026
- polyaxon
- Aug 3, 2026
Categories
- primehub
- Developer Tools, Model Training
- polyaxon
- Developer Tools, Model Training
Trust and health
Maintenance
- primehub
- Slowing (36%)
- polyaxon
- Very active (96%)
Days since push
- primehub
- 201d
- polyaxon
- 0d
Open issues (now)
- primehub
- 28
- polyaxon
- 126
OSV dependency advisories
- primehub
- No published findings from this source as of 2026-07-11
- polyaxon
- No lockfile (source not queried)
Full report
- primehub
- Trust report
- polyaxon
- Trust report
Choose primehub if…
- primehub is primarily Shell; polyaxon is MDX.
- Tags unique to primehub: distributed-systems, docker, jupyterhub, keycloak.
- Utilize PrimeHub if your project requires integration of Kubernetes, as it supports orchestration within this framework.
When NOT to use primehub
- Avoid if your project strictly mandates proprietary MLOps solutions over open-source alternatives.
- Not appropriate for teams that do not operate within Docker environments, as significant customization might be required.
Choose polyaxon if…
- polyaxon is primarily MDX; primehub is Shell.
- Tags unique to polyaxon: agents, artificial-intelligence, deep-learning, harness.
- When you need comprehensive hyperparameter optimization.
When NOT to use polyaxon
- If preferring lightweight tools without complex setup.
- With simpler projects not requiring fine-grained orchestration.
- When TensorBoard integration is not necessary for experiments tracking.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (myelintek/primehub) · observed Aug 3, 2026
- GitHub forks (myelintek/primehub) · observed Aug 3, 2026
- Last push (myelintek/primehub) · observed Jan 13, 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 (polyaxon/polyaxon) · observed Aug 3, 2026
- GitHub forks (polyaxon/polyaxon) · observed Aug 3, 2026
- Last push (polyaxon/polyaxon) · observed Aug 3, 2026
- License file (Apache-2.0) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: primehub 410 · polyaxon 3.7k (synced Aug 3, 2026).
Common questions
- What is the difference between primehub and polyaxon?
- primehub: open-source MLOps platform. polyaxon: AI Infra / AI Orchestration / AI Control Plane. See the comparison table for live GitHub stats and shared categories.
- When should I choose primehub over polyaxon?
- Choose primehub over polyaxon when primehub is primarily Shell; polyaxon is MDX; Tags unique to primehub: distributed-systems, docker, jupyterhub, keycloak; Utilize PrimeHub if your project requires integration of Kubernetes, as it supports orchestration within this framework.
- When should I choose polyaxon over primehub?
- Choose polyaxon over primehub when polyaxon is primarily MDX; primehub is Shell; Tags unique to polyaxon: agents, artificial-intelligence, deep-learning, harness; When you need comprehensive hyperparameter optimization.
- When should I avoid primehub?
- Avoid if your project strictly mandates proprietary MLOps solutions over open-source alternatives. Not appropriate for teams that do not operate within Docker environments, as significant customization might be required.
- When should I avoid polyaxon?
- If preferring lightweight tools without complex setup. With simpler projects not requiring fine-grained orchestration. When TensorBoard integration is not necessary for experiments tracking.
- Is primehub or polyaxon more popular on GitHub?
- polyaxon has more GitHub stars (3,717 vs 410). Stars measure visibility, not whether either tool fits your constraints.
- Are primehub and polyaxon open source?
- Yes - both are open-source projects on GitHub (primehub: Apache-2.0, polyaxon: Apache-2.0).
- Where can I find alternatives to primehub or polyaxon?
- GraphCanon lists graph-backed alternatives at primehub alternatives and polyaxon alternatives (primehub markdown twin, polyaxon 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, primehub or polyaxon?
- primehub: Slowing. polyaxon: 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 primehub and polyaxon?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: primehub trust report; polyaxon trust report.