--- title: "kedro-viz vs Kiln" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/kedro-org-kedro-viz-vs-kiln-ai-kiln" tools: ["kedro-org-kedro-viz", "kiln-ai-kiln"] --- # kedro-viz vs Kiln *GraphCanon updated Aug 23, 2026* ## Verdict Pick kedro-viz if kedro-Viz is tailored for visualizing Kedro projects and tracking experiments within the Kedro framework; pick Kiln if kiln is a versatile AI systems development toolkit that excels in comprehensive evaluation frameworks for agents, RAG components, and fine-tuning processes. [kedro-viz](https://demo.kedro.org) reports 753 GitHub stars, 125 forks, and 73 open issues, last pushed Aug 1, 2026. [Kiln](https://kiln.tech) has 5.0k stars, 375 forks, and 69 open issues, last pushed Aug 23, 2026. Figures are from public GitHub metadata via [kedro-viz's repository](https://github.com/kedro-org/kedro-viz) and [Kiln's repository](https://github.com/Kiln-AI/Kiln). | | [kedro-viz](/tools/kedro-org-kedro-viz.md) | [Kiln](/tools/kiln-ai-kiln.md) | | --- | --- | --- | | Tagline | Visualise Kedro data pipelines and track experiments. | Build, Evaluate, and Optimize AI Systems | | Stars | 753 | 5,034 | | Forks | 125 | 375 | | Open issues | 73 | 69 | | Language | JavaScript | Python | | Adopt for | Kedro-Viz is tailored for visualizing Kedro projects and tracking experiments within the Kedro framework. | Kiln is a versatile AI systems development toolkit that excels in comprehensive evaluation frameworks for agents, RAG components, and fine-tuning processes. | | Persona | - | - | | Runtime | - | - | | License | Licensed under Apache-2.0 | Other | | Categories | Data & Retrieval | AI Agents, Data & Retrieval, Evaluation & Observability, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [kedro-viz](/tools/kedro-org-kedro-viz.md) | [Kiln](/tools/kiln-ai-kiln.md) | | --- | --- | --- | | Days since push | 1d | 0d | | Open issues (now) | 73 | 69 | | Stars delta | Unknown | +63 (30d) | | Open issues delta | Unknown | +3 (30d) | | Full report | [trust report](/tools/kedro-org-kedro-viz/trust.md) | [trust report](/tools/kiln-ai-kiln/trust.md) | ## Shared compatibility - **Python**: [kedro-viz](/tools/kedro-org-kedro-viz.md) - Python runtime; [Kiln](/tools/kiln-ai-kiln.md) - Python runtime ## 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: Kiln - **Adopt for:** Kiln is a versatile AI systems development toolkit that excels in comprehensive evaluation frameworks for agents, RAG components, and fine-tuning processes. ## Choose when ### Choose kedro-viz if… - kedro-viz is primarily JavaScript; Kiln is Python. - License: kedro-viz is Apache-2.0, Kiln is Other. - 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 Kiln if… - Kiln is primarily Python; kedro-viz is JavaScript. - License: Kiln is Other, kedro-viz is Apache-2.0. - Tags unique to Kiln: ai, chain-of-thought, collaboration, dataset-generation. - Also covers AI Agents, Evaluation & Observability, Model Training. - When you need extensive tools for evaluating custom AI agents ## 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 Kiln - If your project strictly requires a lightweight tool without comprehensive dataset management options - Avoid if you do not require advanced synthetic data generation capabilities ## Common questions ### What is the difference between kedro-viz and Kiln? kedro-viz: Visualise Kedro data pipelines and track experiments.. Kiln: Build, Evaluate, and Optimize AI Systems. See the comparison table for live GitHub stats and shared categories. ### When should I choose kedro-viz over Kiln? Choose kedro-viz over Kiln when kedro-viz is primarily JavaScript; Kiln is Python; License: kedro-viz is Apache-2.0, Kiln is Other; 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 Kiln over kedro-viz? Choose Kiln over kedro-viz when Kiln is primarily Python; kedro-viz is JavaScript; License: Kiln is Other, kedro-viz is Apache-2.0; Tags unique to Kiln: ai, chain-of-thought, collaboration, dataset-generation; Also covers AI Agents, Evaluation & Observability, Model Training; When you need extensive tools for evaluating custom AI agents. ### 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 Kiln? If your project strictly requires a lightweight tool without comprehensive dataset management options Avoid if you do not require advanced synthetic data generation capabilities ### Is kedro-viz or Kiln more popular on GitHub? Kiln has more GitHub stars (5,034 vs 753). Stars measure visibility, not whether either tool fits your constraints. ### Are kedro-viz and Kiln open source? Yes - both are open-source projects on GitHub (kedro-viz: Apache-2.0, Kiln: Other). ### Where can I find alternatives to kedro-viz or Kiln? GraphCanon lists graph-backed alternatives at [kedro-viz alternatives](/tools/kedro-org-kedro-viz/alternatives) and [Kiln alternatives](/tools/kiln-ai-kiln/alternatives) ([kedro-viz markdown twin](/tools/kedro-org-kedro-viz/alternatives.md), [Kiln markdown twin](/tools/kiln-ai-kiln/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-kiln-ai-kiln.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, kedro-viz or Kiln? kedro-viz: Very active. Kiln: 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 kedro-viz and Kiln? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [kedro-viz trust report](/tools/kedro-org-kedro-viz/trust); [Kiln trust report](/tools/kiln-ai-kiln/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/_