Comparison
hamilton vs awesome-pipeline
Verdict
Pick hamilton if apache Hamilton aids Python data environments by enabling modular, self-documenting dataflows with lineage/tracing and metadata support; pick awesome-pipeline if a curated list of pipeline toolkits for diverse applications.
Markdown twin · hamilton alternatives · awesome-pipeline alternatives
GraphCanon updated Sep 29, 2026
12views this month
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Trust & integrity
| Signal | hamilton | awesome-pipeline |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 29, 2026 · github_public_v1 | Very active (6d since push) As of Sep 15, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 29, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 15, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 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
- awesome-pipeline
- Curated list of pipeline toolkits
Stars
- hamilton
- 2.6k
- awesome-pipeline
- 6.6k
Forks
- hamilton
- 215
- awesome-pipeline
- 650
Open issues
- hamilton
- 153
- awesome-pipeline
- 33
Language
- hamilton
- Jupyter Notebook
- awesome-pipeline
- -
Adopt for
- hamilton
- Apache Hamilton aids Python data environments by enabling modular, self-documenting dataflows with lineage/tracing and metadata support.
- awesome-pipeline
- A curated list of pipeline toolkits for diverse applications.
Persona
- hamilton
- -
- awesome-pipeline
- -
Runtime
- hamilton
- -
- awesome-pipeline
- -
License
- hamilton
- Apache-2.0
- awesome-pipeline
- -
Last pushed
- hamilton
- Sep 29, 2026
- awesome-pipeline
- Sep 8, 2026
Categories
- hamilton
- Data & Retrieval, Developer Tools
- awesome-pipeline
- Developer Tools
Trust and health
Days since push
- hamilton
- 0d
- awesome-pipeline
- 6d
Open issues (now)
- hamilton
- 153
- awesome-pipeline
- 33
Stars delta
- hamilton
- +44 (30d)
- awesome-pipeline
- +8 (30d)
Open issues delta
- hamilton
- +5 (30d)
- awesome-pipeline
- -1 (30d)
Owner type
- hamilton
- Organization
- awesome-pipeline
- User
Full report
- hamilton
- Trust report
- awesome-pipeline
- Trust report
Shared compatibility
- Python · hamilton: Python runtime · awesome-pipeline: Python runtime
Choose hamilton if…
- 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 awesome-pipeline if…
- Tags unique to awesome-pipeline: automation, pipeline, workflow.
- You need a comprehensive overview of various workflow and pipeline management tools
- More GitHub stars (6.6k vs 2.6k) - visibility, not fit.
When NOT to use awesome-pipeline
- Seeking specific functionality rather than an aggregated list of options
- Looking for direct implementation guidance without further research into individual tools
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 (pditommaso/awesome-pipeline) · observed Sep 20, 2026
- GitHub forks (pditommaso/awesome-pipeline) · observed Sep 20, 2026
- Last push (pditommaso/awesome-pipeline) · observed Sep 8, 2026
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: hamilton 2.6k · awesome-pipeline 6.6k (synced Sep 29, 2026).
Common questions
- What is the difference between hamilton and awesome-pipeline?
- hamilton: Modular dataflow definition for Python environments. awesome-pipeline: Curated list of pipeline toolkits. See the comparison table for live GitHub stats and shared categories.
- When should I choose hamilton over awesome-pipeline?
- Choose hamilton over awesome-pipeline when 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 awesome-pipeline over hamilton?
- Choose awesome-pipeline over hamilton when Tags unique to awesome-pipeline: automation, pipeline, workflow; You need a comprehensive overview of various workflow and pipeline management tools; More GitHub stars (6.6k vs 2.6k) - visibility, not fit.
- 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 awesome-pipeline?
- Seeking specific functionality rather than an aggregated list of options Looking for direct implementation guidance without further research into individual tools
- Is hamilton or awesome-pipeline more popular on GitHub?
- awesome-pipeline has more GitHub stars (6,624 vs 2,601). Stars measure visibility, not whether either tool fits your constraints.
- Are hamilton and awesome-pipeline open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to hamilton or awesome-pipeline?
- GraphCanon lists graph-backed alternatives at hamilton alternatives and awesome-pipeline alternatives (hamilton markdown twin, awesome-pipeline 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 awesome-pipeline?
- hamilton: Very active. awesome-pipeline: 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 awesome-pipeline?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: hamilton trust report; awesome-pipeline trust report.