Comparison
taipy vs lux
Verdict
Pick taipy if taipy is an automation tool for data workflows and AI models in Python under the Apache-2.0 license, suitable for creating web applications rapidly with built-in GUI; pick lux if automatically visualize pandas dataframes to reveal trends.
Markdown twin · taipy alternatives · lux alternatives
GraphCanon updated Sep 28, 2026
13views this month
Trust & integrity
| Signal | taipy | lux |
|---|---|---|
| Maintenance | Steady (35d since push) As of Sep 14, 2026 · github_public_v1 | Dormant (921d since push) As of Sep 28, 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 28, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | Published findings 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
- taipy
- Turns Data and AI algorithms into production-ready web applications in no time.
- lux
- Automatically visualize pandas dataframes.
Stars
- taipy
- 19k
- lux
- 5.4k
Forks
- taipy
- 2.0k
- lux
- 378
Open issues
- taipy
- 226
- lux
- 90
Language
- taipy
- Python
- lux
- Python
Adopt for
- taipy
- Taipy is an automation tool for data workflows and AI models in Python under the Apache-2.0 license, suitable for creating web applications rapidly with built-in GUI.
- lux
- Automatically visualize pandas dataframes to reveal trends.
Persona
- taipy
- -
- lux
- -
Runtime
- taipy
- -
- lux
- -
License
- taipy
- Apache-2.0
- lux
- Apache-2.0
Last pushed
- taipy
- Aug 10, 2026
- lux
- Mar 20, 2024
Categories
- taipy
- Developer Tools, Model Training
- lux
- Data & Retrieval, Developer Tools
Trust and health
Maintenance
- taipy
- Steady (60%)
- lux
- Dormant (18%)
Days since push
- taipy
- 35d
- lux
- 921d
Open issues (now)
- taipy
- 226
- lux
- 90
Stars delta
- taipy
- +23 (30d)
- lux
- +3 (30d)
Open issues delta
- taipy
- +4 (30d)
- lux
- 0 (30d)
OSV dependency advisories
- taipy
- No lockfile (source not queried)
- lux
- Published findings
Full report
- taipy
- Trust report
- lux
- Trust report
Choose taipy if…
- Tags unique to taipy: automation, data-engineering, data-integration, data-ops.
- Also covers Model Training.
- For users who want to quickly turn their data processing scripts into interactive web apps using Python.
When NOT to use taipy
- If you prefer language-agnostic solutions or require support beyond Python.
- When strict control over individual components of the deployment pipeline is essential, as Taipy provides an integrated solution which might limit customization flexibility.
Choose lux if…
- Tags unique to lux: data-science, exploratory-data-analysis, jupyter, pandas.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Avaiga/taipy) · observed Sep 20, 2026
- GitHub forks (Avaiga/taipy) · observed Sep 20, 2026
- Last push (Avaiga/taipy) · observed Aug 10, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (lux-org/lux) · observed Sep 28, 2026
- GitHub forks (lux-org/lux) · observed Sep 28, 2026
- Last push (lux-org/lux) · observed Mar 20, 2024
- License file (Apache-2.0) · observed Sep 28, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: taipy 19k · lux 5.4k (synced Sep 20, 2026).
Common questions
- What is the difference between taipy and lux?
- taipy: Turns Data and AI algorithms into production-ready web applications in no time.. lux: Automatically visualize pandas dataframes.. See the comparison table for live GitHub stats and shared categories.
- When should I choose taipy over lux?
- Choose taipy over lux when Tags unique to taipy: automation, data-engineering, data-integration, data-ops; Also covers Model Training; For users who want to quickly turn their data processing scripts into interactive web apps using Python.
- When should I choose lux over taipy?
- Choose lux over taipy when Tags unique to lux: data-science, exploratory-data-analysis, jupyter, pandas; Also covers Data & Retrieval; When you need quick insights from pandas dataframes without manual visualization setup.
- When should I avoid taipy?
- If you prefer language-agnostic solutions or require support beyond Python. When strict control over individual components of the deployment pipeline is essential, as Taipy provides an integrated solution which might limit customization flexibility.
- 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.
- Is taipy or lux more popular on GitHub?
- taipy has more GitHub stars (19,435 vs 5,378). Stars measure visibility, not whether either tool fits your constraints.
- Are taipy and lux open source?
- Yes - both are open-source projects on GitHub (taipy: Apache-2.0, lux: Apache-2.0).
- Where can I find alternatives to taipy or lux?
- GraphCanon lists graph-backed alternatives at taipy alternatives and lux alternatives (taipy markdown twin, lux 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, taipy or lux?
- taipy: Steady. lux: 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 taipy and lux?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: taipy trust report; lux trust report.