Comparison
lux vs ploomber
Verdict
Pick lux if automatically visualize pandas dataframes to reveal trends; pick ploomber if ploomber is a Python-based tool that specializes in iterative development and deployment of data pipelines, supporting Jupyter notebooks and integrating smoothly with popular IDEs like PyCharm and VSCode.
Markdown twin · lux alternatives · ploomber alternatives
GraphCanon updated 2w
Trust & integrity
| Signal | lux | ploomber |
|---|---|---|
| Maintenance | Dormant (865d since push) As of 2w · github_public_v1 | Archived (430d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | Published findings 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
- lux
- Automatically visualize pandas dataframes.
- ploomber
- The fastest way to build data pipelines. Develop iteratively, deploy anywhere.
Stars
- lux
- 5.4k
- ploomber
- 3.6k
Forks
- lux
- 379
- ploomber
- 243
Open issues
- lux
- 90
- ploomber
- 110
Language
- lux
- Python
- ploomber
- Python
Adopt for
- lux
- Automatically visualize pandas dataframes to reveal trends.
- ploomber
- Ploomber is a Python-based tool that specializes in iterative development and deployment of data pipelines, supporting Jupyter notebooks and integrating smoothly with popular IDEs like PyCharm and VSCode.
Persona
- lux
- -
- ploomber
- -
Runtime
- lux
- -
- ploomber
- -
License
- lux
- Apache-2.0
- ploomber
- Ploomber operates under the Apache License 2.0 which allows free use, modification and distribution, provided that any redistributed code includes an acknowledgement of the original license.
Last pushed
- lux
- Mar 20, 2024
- ploomber
- May 29, 2025
Categories
- lux
- Data & Retrieval, Developer Tools
- ploomber
- Developer Tools
Trust and health
Maintenance
- lux
- Dormant (18%)
- ploomber
- Archived (8%)
Days since push
- lux
- 865d
- ploomber
- 430d
Archived on GitHub
- lux
- No
- ploomber
- Yes
Open issues (now)
- lux
- 90
- ploomber
- 110
OSV dependency advisories
- lux
- Published findings
- ploomber
- No lockfile (source not queried)
Full report
- lux
- Trust report
- ploomber
- Trust report
Shared compatibility
- Python · lux: Python runtime · ploomber: Python runtime
Choose lux if…
- Tags unique to lux: exploratory-data-analysis, jupyter, pandas, python.
- Also covers Data & Retrieval.
- When you need quick insights from pandas dataframes without manual visualization setup.
When NOT to use lux
- Avoid if your workflow strictly avoids third-party extensions for Pandas.
- Not suitable when detailed customization of visualizations is required, as Lux focuses on automated recommendations.
Choose ploomber if…
- Requirements: Works with Python versions 3.7 and higher..
- Tags unique to ploomber: data-engineering, jupyter-notebooks, machine-learning, mlops.
- Use Ploomber when you need to iteratively develop and test data pipelines using Python, as it provides native support for such workflows.
When NOT to use ploomber
- Avoid Ploomber if your development process does not involve iterative testing or if direct integration with Jupyter notebooks is unnecessary.
- Do not use Ploomber if you prefer a non-IDE environment and you do not need Python's ecosystem for building data pipelines, as it heavily integrates with IDEs like PyCharm and VSCode.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (lux-org/lux) · observed Aug 3, 2026
- GitHub forks (lux-org/lux) · observed Aug 3, 2026
- Last push (lux-org/lux) · observed Mar 20, 2024
- 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 (ploomber/ploomber) · observed Aug 3, 2026
- GitHub forks (ploomber/ploomber) · observed Aug 3, 2026
- Last push (ploomber/ploomber) · observed May 29, 2025
- License file (Apache-2.0) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: lux 5.4k · ploomber 3.6k (synced Aug 3, 2026).
Common questions
- What is the difference between lux and ploomber?
- lux: Automatically visualize pandas dataframes.. ploomber: The fastest way to build data pipelines. Develop iteratively, deploy anywhere.. See the comparison table for live GitHub stats and shared categories.
- When should I choose lux over ploomber?
- Choose lux over ploomber when Tags unique to lux: exploratory-data-analysis, jupyter, pandas, python; Also covers Data & Retrieval; When you need quick insights from pandas dataframes without manual visualization setup.
- When should I choose ploomber over lux?
- Choose ploomber over lux when Requirements: Works with Python versions 3.7 and higher.; Tags unique to ploomber: data-engineering, jupyter-notebooks, machine-learning, mlops; Use Ploomber when you need to iteratively develop and test data pipelines using Python, as it provides native support for such workflows.
- When should I avoid lux?
- Avoid if your workflow strictly avoids third-party extensions for Pandas. Not suitable when detailed customization of visualizations is required, as Lux focuses on automated recommendations.
- When should I avoid ploomber?
- Avoid Ploomber if your development process does not involve iterative testing or if direct integration with Jupyter notebooks is unnecessary. Do not use Ploomber if you prefer a non-IDE environment and you do not need Python's ecosystem for building data pipelines, as it heavily integrates with IDEs like PyCharm and VSCode.
- Is lux or ploomber more popular on GitHub?
- lux has more GitHub stars (5,375 vs 3,622). Stars measure visibility, not whether either tool fits your constraints.
- Are lux and ploomber open source?
- Yes - both are open-source projects on GitHub (lux: Apache-2.0, ploomber: Apache-2.0).
- Where can I find alternatives to lux or ploomber?
- GraphCanon lists graph-backed alternatives at lux alternatives and ploomber alternatives (lux markdown twin, ploomber 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, lux or ploomber?
- lux: Dormant. ploomber: Archived. 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 lux and ploomber?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: lux trust report; ploomber trust report.