--- title: "kedro-viz vs automl-gs" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/kedro-org-kedro-viz-vs-minimaxir-automl-gs" tools: ["kedro-org-kedro-viz", "minimaxir-automl-gs"] --- # kedro-viz vs automl-gs *GraphCanon updated Aug 4, 2026* ## 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. [kedro-viz](https://demo.kedro.org) reports 753 GitHub stars, 125 forks, and 73 open issues, last pushed Aug 1, 2026. [automl-gs](https://github.com/minimaxir/automl-gs) has 1.9k stars, 181 forks, and 28 open issues, last pushed Oct 22, 2019. Figures are from public GitHub metadata via [kedro-viz's repository](https://github.com/kedro-org/kedro-viz) and [automl-gs's repository](https://github.com/minimaxir/automl-gs). | | [kedro-viz](/tools/kedro-org-kedro-viz.md) | [automl-gs](/tools/minimaxir-automl-gs.md) | | --- | --- | --- | | Tagline | Visualise Kedro data pipelines and track experiments. | Automatically generate machine-learning models and code with input CSV and target field | | Stars | 753 | 1,869 | | Forks | 125 | 181 | | Open issues | 73 | 28 | | Language | JavaScript | Python | | Adopt for | Kedro-Viz is tailored for visualizing Kedro projects and tracking experiments within the Kedro framework. | automl-gs: Python tool for automated machine-learning model creation from CSV data | | Persona | - | - | | Runtime | - | - | | License | Licensed under Apache-2.0 | MIT | | Categories | Data & Retrieval | Data & Retrieval, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [kedro-viz](/tools/kedro-org-kedro-viz.md) | [automl-gs](/tools/minimaxir-automl-gs.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 1d | 2477d | | Open issues (now) | 73 | 28 | | Owner type | Organization | User | | Full report | [trust report](/tools/kedro-org-kedro-viz/trust.md) | [trust report](/tools/minimaxir-automl-gs/trust.md) | ## Decision facts: kedro-viz - **Hosting:** self hosted - **Adopt for:** Kedro-Viz is tailored for visualizing Kedro projects and tracking experiments within the Kedro framework. - **License detail:** Licensed under Apache-2.0 ## Decision facts: automl-gs - **Adopt for:** automl-gs: Python tool for automated machine-learning model creation from CSV data ## Choose when ### 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. ### 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 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 NOT to use automl-gs - Complex feature engineering or non-standard data inputs required - Sensitive about licensing of the generated code ## 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](/tools/kedro-org-kedro-viz/alternatives) and [automl-gs alternatives](/tools/minimaxir-automl-gs/alternatives) ([kedro-viz markdown twin](/tools/kedro-org-kedro-viz/alternatives.md), [automl-gs markdown twin](/tools/minimaxir-automl-gs/alternatives.md)), 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](/compare/kedro-org-kedro-viz-vs-minimaxir-automl-gs.md) 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](/tools/kedro-org-kedro-viz/trust); [automl-gs trust report](/tools/minimaxir-automl-gs/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=kedro-org-kedro-viz`](/api/graphcanon/graph?tool=kedro-org-kedro-viz) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_