Comparison
primehub vs pachyderm
Verdict
Pick primehub if suitable for teams needing an open-source MLOps platform with robust support for distributed systems and Docker environments; pick pachyderm if pachyderm offers a robust platform for managing data-centric pipelines and data versioning with advanced features suitable for analytics and big-data processing in distributed systems.
Markdown twin · primehub alternatives · pachyderm alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | primehub | pachyderm |
|---|---|---|
| Maintenance | Slowing (201d since push) As of 3w · github_public_v1 | Dormant (545d 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 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
- pachyderm
- Data-Centric Pipelines and Data Versioning
Stars
- primehub
- 410
- pachyderm
- 6.3k
Forks
- primehub
- 40
- pachyderm
- 577
Open issues
- primehub
- 28
- pachyderm
- 939
Language
- primehub
- Shell
- pachyderm
- Go
Adopt for
- primehub
- Suitable for teams needing an open-source MLOps platform with robust support for distributed systems and Docker environments.
- pachyderm
- Pachyderm offers a robust platform for managing data-centric pipelines and data versioning with advanced features suitable for analytics and big-data processing in distributed systems.
Persona
- primehub
- -
- pachyderm
- -
Runtime
- primehub
- -
- pachyderm
- -
License
- primehub
- Apache-2.0
- pachyderm
- Apache-2.0
Last pushed
- primehub
- Jan 13, 2026
- pachyderm
- Feb 3, 2025
Categories
- primehub
- Developer Tools, Model Training
- pachyderm
- Developer Tools, Model Training
Trust and health
Maintenance
- primehub
- Slowing (36%)
- pachyderm
- Dormant (18%)
Days since push
- primehub
- 201d
- pachyderm
- 545d
Open issues (now)
- primehub
- 28
- pachyderm
- 939
OSV dependency advisories
- primehub
- No published findings from this source as of 2026-07-11
- pachyderm
- No lockfile (source not queried)
Full report
- primehub
- Trust report
- pachyderm
- Trust report
Choose primehub if…
- primehub is primarily Shell; pachyderm is Go.
- Tags unique to primehub: jupyter, jupyterhub, keycloak, machine-learning.
- 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 pachyderm if…
- pachyderm is primarily Go; primehub is Shell.
- Pricing: The repository does not specify detailed pricing, but as an open-source tool under the Apache-2.0 license, it is freely available for use and modification..
- Requirements: Min -1 GB RAM; Pachyderm deployment requires a Kubernetes cluster when deployed in production-scale environments..
- Tags unique to pachyderm: analytics, big-data, containers, data-analysis.
- If you need granular data lineage tracking within your projects, as Pachyderm ensures every transformation is captured.
When NOT to use pachyderm
- If your organization does not require data versioning or cannot benefit from reproducibility features, such as for simple projects with minimal data mutation.
- For scenarios where Docker container management overhead is undesirable; Pachyderm relies heavily on containers and Kubernetes, which might complicate smaller-scale workflows.
- When immediate integration with non-Kubernetes environments is a must. Pachyderm's tight coupling with Kubernetes introduces additional complexity not present in more standalone tools.
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 (pachyderm/pachyderm) · observed Aug 3, 2026
- GitHub forks (pachyderm/pachyderm) · observed Aug 3, 2026
- Last push (pachyderm/pachyderm) · observed Feb 3, 2025
- 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: primehub 410 · pachyderm 6.3k (synced Aug 3, 2026).
Common questions
- What is the difference between primehub and pachyderm?
- primehub: open-source MLOps platform. pachyderm: Data-Centric Pipelines and Data Versioning. See the comparison table for live GitHub stats and shared categories.
- When should I choose primehub over pachyderm?
- Choose primehub over pachyderm when primehub is primarily Shell; pachyderm is Go; Tags unique to primehub: jupyter, jupyterhub, keycloak, machine-learning; Utilize PrimeHub if your project requires integration of Kubernetes, as it supports orchestration within this framework.
- When should I choose pachyderm over primehub?
- Choose pachyderm over primehub when pachyderm is primarily Go; primehub is Shell; Pricing: The repository does not specify detailed pricing, but as an open-source tool under the Apache-2.0 license, it is freely available for use and modification.; Requirements: Min -1 GB RAM; Pachyderm deployment requires a Kubernetes cluster when deployed in production-scale environments.; Tags unique to pachyderm: analytics, big-data, containers, data-analysis; If you need granular data lineage tracking within your projects, as Pachyderm ensures every transformation is captured.
- 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 pachyderm?
- If your organization does not require data versioning or cannot benefit from reproducibility features, such as for simple projects with minimal data mutation. For scenarios where Docker container management overhead is undesirable; Pachyderm relies heavily on containers and Kubernetes, which might complicate smaller-scale workflows. When immediate integration with non-Kubernetes environments is a must. Pachyderm's tight coupling with Kubernetes introduces additional complexity not present in more standalone tools.
- Is primehub or pachyderm more popular on GitHub?
- pachyderm has more GitHub stars (6,300 vs 410). Stars measure visibility, not whether either tool fits your constraints.
- Are primehub and pachyderm open source?
- Yes - both are open-source projects on GitHub (primehub: Apache-2.0, pachyderm: Apache-2.0).
- Where can I find alternatives to primehub or pachyderm?
- GraphCanon lists graph-backed alternatives at primehub alternatives and pachyderm alternatives (primehub markdown twin, pachyderm 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 pachyderm?
- primehub: Slowing. pachyderm: Dormant. 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 pachyderm?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: primehub trust report; pachyderm trust report.