Comparison
hamilton vs argo-workflows
Verdict
Pick hamilton if apache Hamilton aids Python data environments by enabling modular, self-documenting dataflows with lineage/tracing and metadata support; pick argo-workflows if argo Workflows, an open-source workflow engine for Kubernetes implemented as a CRD, is popular due to its lightweight design, scalability, and extensive artifact support.
Markdown twin · hamilton alternatives · argo-workflows alternatives
GraphCanon updated Sep 29, 2026
12views this month
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Trust & integrity
| Signal | hamilton | argo-workflows |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 29, 2026 · github_public_v1 | Very active (0d since push) As of Sep 29, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 29, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 29, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No published findings from this source as of 2026-07-11 As of Jul 11, 2026 · 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
- hamilton
- Modular dataflow definition for Python environments
- argo-workflows
- Workflow Engine for Kubernetes
Stars
- hamilton
- 2.6k
- argo-workflows
- 17k
Forks
- hamilton
- 215
- argo-workflows
- 3.7k
Open issues
- hamilton
- 153
- argo-workflows
- 1.3k
Language
- hamilton
- Jupyter Notebook
- argo-workflows
- Go
Adopt for
- hamilton
- Apache Hamilton aids Python data environments by enabling modular, self-documenting dataflows with lineage/tracing and metadata support.
- argo-workflows
- Argo Workflows, an open-source workflow engine for Kubernetes implemented as a CRD, is popular due to its lightweight design, scalability, and extensive artifact support.
Persona
- hamilton
- -
- argo-workflows
- -
Runtime
- hamilton
- -
- argo-workflows
- -
License
- hamilton
- Apache-2.0
- argo-workflows
- Apache-2.0
Last pushed
- hamilton
- Sep 29, 2026
- argo-workflows
- Sep 29, 2026
Categories
- hamilton
- Data & Retrieval, Developer Tools
- argo-workflows
- Developer Tools, Model Training
Trust and health
Open issues (now)
- hamilton
- 153
- argo-workflows
- 1.3k
Stars delta
- hamilton
- +44 (30d)
- argo-workflows
- +143 (30d)
Open issues delta
- hamilton
- +5 (30d)
- argo-workflows
- -27 (30d)
OSV dependency advisories
- hamilton
- No lockfile (source not queried)
- argo-workflows
- No published findings from this source as of 2026-07-11
Full report
- hamilton
- Trust report
- argo-workflows
- Trust report
Shared compatibility
- Python · hamilton: Python runtime · argo-workflows: Python runtime
Choose hamilton if…
- hamilton is primarily Jupyter Notebook; argo-workflows is Go.
- Tags unique to hamilton: dag, data-analysis, data-engineering, data-science.
- Also covers Data & Retrieval.
- Requires detailed lineage and tracing in Python-based ETL processes
When NOT to use hamilton
- Working exclusively within a non-Python environment where broader platform support is needed
- Projects that do not require extensive metadata capture or lineage tracking capabilities
Choose argo-workflows if…
- argo-workflows is primarily Go; hamilton is Jupyter Notebook.
- Tags unique to argo-workflows: cloud-native, pipelines, workflow-engine.
- Also covers Model Training.
- argo-workflows ships Docker support for self-hosted deployment.
- When orchestrating container-native workflows for tasks like machine learning or data processing on Kubernetes
When NOT to use argo-workflows
- In non-Kubernetes environments due to its tight integration with Kubernetes CRDs and native features
- For legacy system migrations that require significant VM and server-based overheads, as Argo Workflows is container-centric without such layers
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (apache/hamilton) · observed Sep 29, 2026
- GitHub forks (apache/hamilton) · observed Sep 29, 2026
- Last push (apache/hamilton) · observed Sep 29, 2026
- License file (Apache-2.0) · observed Sep 29, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (argoproj/argo-workflows) · observed Sep 29, 2026
- GitHub forks (argoproj/argo-workflows) · observed Sep 29, 2026
- Last push (argoproj/argo-workflows) · observed Sep 29, 2026
- License file (Apache-2.0) · observed Sep 29, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: hamilton 2.6k · argo-workflows 17k (synced Sep 29, 2026).
Common questions
- What is the difference between hamilton and argo-workflows?
- hamilton: Modular dataflow definition for Python environments. argo-workflows: Workflow Engine for Kubernetes. See the comparison table for live GitHub stats and shared categories.
- When should I choose hamilton over argo-workflows?
- Choose hamilton over argo-workflows when hamilton is primarily Jupyter Notebook; argo-workflows is Go; Tags unique to hamilton: dag, data-analysis, data-engineering, data-science; Also covers Data & Retrieval; Requires detailed lineage and tracing in Python-based ETL processes.
- When should I choose argo-workflows over hamilton?
- Choose argo-workflows over hamilton when argo-workflows is primarily Go; hamilton is Jupyter Notebook; Tags unique to argo-workflows: cloud-native, pipelines, workflow-engine; Also covers Model Training; argo-workflows ships Docker support for self-hosted deployment; When orchestrating container-native workflows for tasks like machine learning or data processing on Kubernetes.
- When should I avoid hamilton?
- Working exclusively within a non-Python environment where broader platform support is needed Projects that do not require extensive metadata capture or lineage tracking capabilities
- When should I avoid argo-workflows?
- In non-Kubernetes environments due to its tight integration with Kubernetes CRDs and native features For legacy system migrations that require significant VM and server-based overheads, as Argo Workflows is container-centric without such layers
- Is hamilton or argo-workflows more popular on GitHub?
- argo-workflows has more GitHub stars (17,010 vs 2,601). Stars measure visibility, not whether either tool fits your constraints.
- Are hamilton and argo-workflows open source?
- Yes - both are open-source projects on GitHub (hamilton: Apache-2.0, argo-workflows: Apache-2.0).
- Where can I find alternatives to hamilton or argo-workflows?
- GraphCanon lists graph-backed alternatives at hamilton alternatives and argo-workflows alternatives (hamilton markdown twin, argo-workflows 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, hamilton or argo-workflows?
- hamilton: Very active. argo-workflows: 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 hamilton and argo-workflows?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: hamilton trust report; argo-workflows trust report.