Comparison
kubeflow vs primehub
Verdict
Pick kubeflow if kubeflow is an extensible machine learning toolkit for Kubernetes that provides modular and scalable components; pick primehub if suitable for teams needing an open-source MLOps platform with robust support for distributed systems and Docker environments.
Markdown twin · kubeflow alternatives · primehub alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | kubeflow | primehub |
|---|---|---|
| Maintenance | Active (24d since push) As of 3w · github_public_v1 | Slowing (201d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No published findings from this source as of 2026-07-11 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
- kubeflow
- Machine Learning Toolkit for Kubernetes
- primehub
- open-source MLOps platform
Stars
- kubeflow
- 16k
- primehub
- 410
Forks
- kubeflow
- 2.7k
- primehub
- 40
Open issues
- kubeflow
- 0
- primehub
- 28
Language
- kubeflow
- -
- primehub
- Shell
Adopt for
- kubeflow
- Kubeflow is an extensible machine learning toolkit for Kubernetes that provides modular and scalable components.
- primehub
- Suitable for teams needing an open-source MLOps platform with robust support for distributed systems and Docker environments.
Persona
- kubeflow
- -
- primehub
- -
Runtime
- kubeflow
- -
- primehub
- -
License
- kubeflow
- Apache-2.0
- primehub
- Apache-2.0
Last pushed
- kubeflow
- Jul 10, 2026
- primehub
- Jan 13, 2026
Categories
- kubeflow
- Developer Tools, Model Training
- primehub
- Developer Tools, Model Training
Trust and health
Maintenance
- kubeflow
- Active (82%)
- primehub
- Slowing (36%)
Days since push
- kubeflow
- 24d
- primehub
- 201d
Open issues (now)
- kubeflow
- 0
- primehub
- 28
OSV dependency advisories
- kubeflow
- No lockfile (source not queried)
- primehub
- No published findings from this source as of 2026-07-11
Full report
- kubeflow
- Trust report
- primehub
- Trust report
Choose kubeflow if…
- Requirements: Requires Docker; Requires familiarity with Kubernetes and its ecosystem.; Primarily licensed under Apache-2.0..
- Tags unique to kubeflow: google-kubernetes-engine, kubeflow.
- When you are working on a Kubernetes-based platform and aim to streamline the process of deploying, scaling, and managing machine-learning workloads.
When NOT to use kubeflow
- If your organization does not use or plan to leverage Kubernetes infrastructure in its operations as Kubeflow tightly integrates with it.
- When you seek a low-code solution for machine learning or have minimal Kubernetes expertise, as Kubeflow requires advanced Kubernetes skills and management capability.
Choose primehub if…
- Tags unique to primehub: data-science, distributed-systems, docker, jupyterhub.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (kubeflow/kubeflow) · observed Aug 3, 2026
- GitHub forks (kubeflow/kubeflow) · observed Aug 3, 2026
- Last push (kubeflow/kubeflow) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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 on cards: kubeflow 16k · primehub 410 (synced Aug 3, 2026).
Common questions
- What is the difference between kubeflow and primehub?
- kubeflow: Machine Learning Toolkit for Kubernetes. primehub: open-source MLOps platform. See the comparison table for live GitHub stats and shared categories.
- When should I choose kubeflow over primehub?
- Choose kubeflow over primehub when Requirements: Requires Docker; Requires familiarity with Kubernetes and its ecosystem.; Primarily licensed under Apache-2.0.; Tags unique to kubeflow: google-kubernetes-engine, kubeflow; When you are working on a Kubernetes-based platform and aim to streamline the process of deploying, scaling, and managing machine-learning workloads.
- When should I choose primehub over kubeflow?
- Choose primehub over kubeflow when Tags unique to primehub: data-science, distributed-systems, docker, jupyterhub; Utilize PrimeHub if your project requires integration of Kubernetes, as it supports orchestration within this framework.
- When should I avoid kubeflow?
- If your organization does not use or plan to leverage Kubernetes infrastructure in its operations as Kubeflow tightly integrates with it. When you seek a low-code solution for machine learning or have minimal Kubernetes expertise, as Kubeflow requires advanced Kubernetes skills and management capability.
- 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.
- Is kubeflow or primehub more popular on GitHub?
- kubeflow has more GitHub stars (15,805 vs 410). Stars measure visibility, not whether either tool fits your constraints.
- Are kubeflow and primehub open source?
- Yes - both are open-source projects on GitHub (kubeflow: Apache-2.0, primehub: Apache-2.0).
- Where can I find alternatives to kubeflow or primehub?
- GraphCanon lists graph-backed alternatives at kubeflow alternatives and primehub alternatives (kubeflow markdown twin, primehub 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, kubeflow or primehub?
- kubeflow: Active. primehub: Slowing. 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 kubeflow and primehub?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: kubeflow trust report; primehub trust report.