Comparison
dolphinscheduler vs hamilton
Verdict
Pick dolphinscheduler if apache DolphinScheduler is a modern data orchestration platform designed for efficient task dependency handling in data pipelines and provides low-code workflow creation; pick hamilton if apache Hamilton aids Python data environments by enabling modular, self-documenting dataflows with lineage/tracing and metadata support.
Markdown twin · dolphinscheduler alternatives · hamilton alternatives
GraphCanon updated Sep 14, 2026
13views this month
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Trust & integrity
| Signal | dolphinscheduler | hamilton |
|---|---|---|
| Maintenance | Very active (2d since push) As of Sep 14, 2026 · github_public_v1 | Very active (0d since push) As of Sep 3, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 14, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 3, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) 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
- dolphinscheduler
- A modern data orchestration platform for agile workflow creation with low-code
- hamilton
- Modular dataflow definition for Python environments
Stars
- dolphinscheduler
- 14k
- hamilton
- 2.6k
Forks
- dolphinscheduler
- 5.1k
- hamilton
- 214
Open issues
- dolphinscheduler
- 132
- hamilton
- 161
Language
- dolphinscheduler
- Java
- hamilton
- Jupyter Notebook
Adopt for
- dolphinscheduler
- Apache DolphinScheduler is a modern data orchestration platform designed for efficient task dependency handling in data pipelines and provides low-code workflow creation.
- hamilton
- Apache Hamilton aids Python data environments by enabling modular, self-documenting dataflows with lineage/tracing and metadata support.
Persona
- dolphinscheduler
- -
- hamilton
- -
Runtime
- dolphinscheduler
- -
- hamilton
- -
License
- dolphinscheduler
- Apache-2.0
- hamilton
- Apache-2.0
Last pushed
- dolphinscheduler
- Sep 12, 2026
- hamilton
- Sep 3, 2026
Categories
- dolphinscheduler
- Developer Tools
- hamilton
- Data & Retrieval, Developer Tools
Trust and health
Days since push
- dolphinscheduler
- 2d
- hamilton
- 0d
Open issues (now)
- dolphinscheduler
- 132
- hamilton
- 161
Stars delta
- dolphinscheduler
- +57 (30d)
- hamilton
- +28 (30d)
Open issues delta
- dolphinscheduler
- -5 (30d)
- hamilton
- +13 (30d)
Full report
- dolphinscheduler
- Trust report
- hamilton
- Trust report
Shared compatibility
- Python · dolphinscheduler: Python runtime · hamilton: Python runtime
Choose dolphinscheduler if…
- dolphinscheduler is primarily Java; hamilton is Jupyter Notebook.
- Tags unique to dolphinscheduler: airflow, azkaban, cloud-native, data-pipelines.
- You require extensive support for complex task dependencies within your data pipelines, as Dolphinscheduler is built to handle these scenarios out of the box.
When NOT to use dolphinscheduler
- If your organization has stringent licensing constraints that restrict the use of Apache-2.0 licensed software
- Your workflows are relatively simple and do not require advanced features such as versioning for both workflows and instances, multi-tenancy support or backfill capability.
- You prefer a tool that is primarily script-driven over one with extensive SDKs and APIs; Dolphinscheduler emphasizes its Web UI for ease of use along with Python SDKs and Open APIs.
Choose hamilton if…
- hamilton is primarily Jupyter Notebook; dolphinscheduler is Java.
- 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (apache/dolphinscheduler) · observed Sep 14, 2026
- GitHub forks (apache/dolphinscheduler) · observed Sep 14, 2026
- Last push (apache/dolphinscheduler) · observed Sep 12, 2026
- License file (Apache-2.0) · observed Sep 14, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (apache/hamilton) · observed Sep 3, 2026
- GitHub forks (apache/hamilton) · observed Sep 3, 2026
- Last push (apache/hamilton) · observed Sep 3, 2026
- License file (Apache-2.0) · observed Sep 3, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: dolphinscheduler 14k · hamilton 2.6k (synced Sep 14, 2026).
Common questions
- What is the difference between dolphinscheduler and hamilton?
- dolphinscheduler: A modern data orchestration platform for agile workflow creation with low-code. hamilton: Modular dataflow definition for Python environments. See the comparison table for live GitHub stats and shared categories.
- When should I choose dolphinscheduler over hamilton?
- Choose dolphinscheduler over hamilton when dolphinscheduler is primarily Java; hamilton is Jupyter Notebook; Tags unique to dolphinscheduler: airflow, azkaban, cloud-native, data-pipelines; You require extensive support for complex task dependencies within your data pipelines, as Dolphinscheduler is built to handle these scenarios out of the box.
- When should I choose hamilton over dolphinscheduler?
- Choose hamilton over dolphinscheduler when hamilton is primarily Jupyter Notebook; dolphinscheduler is Java; 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 avoid dolphinscheduler?
- If your organization has stringent licensing constraints that restrict the use of Apache-2.0 licensed software Your workflows are relatively simple and do not require advanced features such as versioning for both workflows and instances, multi-tenancy support or backfill capability. You prefer a tool that is primarily script-driven over one with extensive SDKs and APIs; Dolphinscheduler emphasizes its Web UI for ease of use along with Python SDKs and Open APIs.
- 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
- Is dolphinscheduler or hamilton more popular on GitHub?
- dolphinscheduler has more GitHub stars (14,469 vs 2,585). Stars measure visibility, not whether either tool fits your constraints.
- Are dolphinscheduler and hamilton open source?
- Yes - both are open-source projects on GitHub (dolphinscheduler: Apache-2.0, hamilton: Apache-2.0).
- Where can I find alternatives to dolphinscheduler or hamilton?
- GraphCanon lists graph-backed alternatives at dolphinscheduler alternatives and hamilton alternatives (dolphinscheduler markdown twin, hamilton 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, dolphinscheduler or hamilton?
- dolphinscheduler: Very active. hamilton: 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 dolphinscheduler and hamilton?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: dolphinscheduler trust report; hamilton trust report.