Comparison
kedro-viz vs automl-gs
Verdict
Pick kedro-viz if kedro-Viz is tailored for visualizing Kedro projects and tracking experiments within the Kedro framework; pick automl-gs if automl-gs: Python tool for automated machine-learning model creation from CSV data.
Markdown twin · kedro-viz alternatives · automl-gs alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | kedro-viz | automl-gs |
|---|---|---|
| Maintenance | Very active (1d since push) As of 3w · github_public_v1 | Dormant (2477d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Personal account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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
- kedro-viz
- Visualise Kedro data pipelines and track experiments.
- automl-gs
- Automatically generate machine-learning models and code with input CSV and target field
Stars
- kedro-viz
- 753
- automl-gs
- 1.9k
Forks
- kedro-viz
- 125
- automl-gs
- 181
Open issues
- kedro-viz
- 73
- automl-gs
- 28
Language
- kedro-viz
- JavaScript
- automl-gs
- Python
Adopt for
- kedro-viz
- Kedro-Viz is tailored for visualizing Kedro projects and tracking experiments within the Kedro framework.
- automl-gs
- automl-gs: Python tool for automated machine-learning model creation from CSV data
Persona
- kedro-viz
- -
- automl-gs
- -
Runtime
- kedro-viz
- -
- automl-gs
- -
License
- kedro-viz
- Licensed under Apache-2.0
- automl-gs
- MIT
Last pushed
- kedro-viz
- Aug 1, 2026
- automl-gs
- Oct 22, 2019
Categories
- kedro-viz
- Data & Retrieval
- automl-gs
- Data & Retrieval, Model Training
Trust and health
Maintenance
- kedro-viz
- Very active (96%)
- automl-gs
- Dormant (18%)
Days since push
- kedro-viz
- 1d
- automl-gs
- 2477d
Open issues (now)
- kedro-viz
- 73
- automl-gs
- 28
Owner type
- kedro-viz
- Organization
- automl-gs
- User
OSV dependency advisories
- kedro-viz
- No lockfile (source not queried)
- automl-gs
- Published findings
Full report
- kedro-viz
- Trust report
- automl-gs
- Trust report
Choose kedro-viz if…
- kedro-viz is primarily JavaScript; automl-gs is Python.
- License: kedro-viz is Apache-2.0, automl-gs is MIT.
- Tags unique to kedro-viz: data-visualization, experiment tracking, kedro-extension, kedro-plugin.
- When working with existing Kedro projects to visualize pipelines and gain insights into experiment outcomes efficiently.
When NOT to use kedro-viz
- For pipeline visualization and experiment tracking if the project is not built on the Kedro framework, as integration may be cumbersome or unsupported.
- In settings where real-time collaboration features are essential, as its focus leans towards individual or pre-defined team workflows within a specific tech stack.
Choose automl-gs if…
- automl-gs is primarily Python; kedro-viz is JavaScript.
- License: automl-gs is MIT, kedro-viz is Apache-2.0.
- Tags unique to automl-gs: automl, keras, machine-learning, python.
- Also covers Model Training.
- Need to rapidly prototype models with limited ML expertise
When NOT to use automl-gs
- Complex feature engineering or non-standard data inputs required
- Sensitive about licensing of the generated code
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (kedro-org/kedro-viz) · observed Aug 3, 2026
- GitHub forks (kedro-org/kedro-viz) · observed Aug 3, 2026
- Last push (kedro-org/kedro-viz) · observed Aug 1, 2026
- License file (Apache-2.0) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (minimaxir/automl-gs) · observed Aug 4, 2026
- GitHub forks (minimaxir/automl-gs) · observed Aug 4, 2026
- Last push (minimaxir/automl-gs) · observed Oct 22, 2019
- License file (MIT) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: kedro-viz 753 · automl-gs 1.9k (synced Aug 3, 2026).
Common questions
- What is the difference between kedro-viz and automl-gs?
- kedro-viz: Visualise Kedro data pipelines and track experiments.. automl-gs: Automatically generate machine-learning models and code with input CSV and target field. See the comparison table for live GitHub stats and shared categories.
- When should I choose kedro-viz over automl-gs?
- Choose kedro-viz over automl-gs when kedro-viz is primarily JavaScript; automl-gs is Python; License: kedro-viz is Apache-2.0, automl-gs is MIT; Tags unique to kedro-viz: data-visualization, experiment tracking, kedro-extension, kedro-plugin; When working with existing Kedro projects to visualize pipelines and gain insights into experiment outcomes efficiently.
- When should I choose automl-gs over kedro-viz?
- Choose automl-gs over kedro-viz when automl-gs is primarily Python; kedro-viz is JavaScript; License: automl-gs is MIT, kedro-viz is Apache-2.0; Tags unique to automl-gs: automl, keras, machine-learning, python; Also covers Model Training; Need to rapidly prototype models with limited ML expertise.
- When should I avoid kedro-viz?
- For pipeline visualization and experiment tracking if the project is not built on the Kedro framework, as integration may be cumbersome or unsupported. In settings where real-time collaboration features are essential, as its focus leans towards individual or pre-defined team workflows within a specific tech stack.
- When should I avoid automl-gs?
- Complex feature engineering or non-standard data inputs required Sensitive about licensing of the generated code
- Is kedro-viz or automl-gs more popular on GitHub?
- automl-gs has more GitHub stars (1,869 vs 753). Stars measure visibility, not whether either tool fits your constraints.
- Are kedro-viz and automl-gs open source?
- Yes - both are open-source projects on GitHub (kedro-viz: Apache-2.0, automl-gs: MIT).
- Where can I find alternatives to kedro-viz or automl-gs?
- GraphCanon lists graph-backed alternatives at kedro-viz alternatives and automl-gs alternatives (kedro-viz markdown twin, automl-gs 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, kedro-viz or automl-gs?
- kedro-viz: Very active. automl-gs: 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 kedro-viz and automl-gs?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: kedro-viz trust report; automl-gs trust report.