--- title: "pdm vs ploomber" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/pdm-project-pdm-vs-ploomber-ploomber" tools: ["pdm-project-pdm", "ploomber-ploomber"] --- # pdm vs ploomber *GraphCanon updated Sep 20, 2026* ## Verdict Pick pdm if pDM is a Python package manager following the latest PEP standards; 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. [pdm](https://pdm-project.org) reports 8.7k GitHub stars, 491 forks, and 44 open issues, last pushed Sep 14, 2026. [ploomber](https://docs.ploomber.io) has 3.6k stars, 244 forks, and 110 open issues, last pushed May 29, 2025. Figures are from public GitHub metadata via [pdm's repository](https://github.com/pdm-project/pdm) and [ploomber's repository](https://github.com/ploomber/ploomber). | | [pdm](/tools/pdm-project-pdm.md) | [ploomber](/tools/ploomber-ploomber.md) | | --- | --- | --- | | Tagline | A modern Python package and dependency manager supporting latest PEP standards | The fastest way to build data pipelines. Develop iteratively, deploy anywhere. | | Stars | 8,674 | 3,620 | | Forks | 491 | 244 | | Open issues | 44 | 110 | | Language | Python | Python | | Adopt for | PDM is a Python package manager following the latest PEP standards. | 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 | - | - | | Runtime | - | - | | License | MIT | 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. | | Categories | Developer Tools | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [pdm](/tools/pdm-project-pdm.md) | [ploomber](/tools/ploomber-ploomber.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Archived (8%) | | Days since push | 0d | 461d | | Archived on GitHub | No | Yes | | Open issues (now) | 44 | 110 | | Stars delta | 0 (30d) | -2 (30d) | | Open issues delta | -12 (30d) | 0 (30d) | | Full report | [trust report](/tools/pdm-project-pdm/trust.md) | [trust report](/tools/ploomber-ploomber/trust.md) | ## Shared compatibility - **Python**: [pdm](/tools/pdm-project-pdm.md) - Python runtime; [ploomber](/tools/ploomber-ploomber.md) - Python runtime ## Decision facts: pdm - **Adopt for:** PDM is a Python package manager following the latest PEP standards. ## Decision facts: ploomber - **Requirements:** Works with Python versions 3.7 and higher. - **Adopt for:** 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. - **License detail:** 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. ## Choose when ### Choose pdm if… - License: pdm is MIT, ploomber is Apache-2.0. - Tags unique to pdm: hacktoberfest, package-manager, packaging, pep582. - If you need to work with Python version 3.10 or higher ### Choose ploomber if… - License: ploomber is Apache-2.0, pdm is MIT. - Requirements: Works with Python versions 3.7 and higher.. - Tags unique to ploomber: data-engineering, data-science, jupyter-notebooks, machine-learning. - 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 pdm - When working with Python versions below 3.10, as pdm mandates a minimum of 3.10. - If you need to avoid using standalone binary files for installation. ## 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. ## Common questions ### What is the difference between pdm and ploomber? pdm: A modern Python package and dependency manager supporting latest PEP standards. 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 pdm over ploomber? Choose pdm over ploomber when License: pdm is MIT, ploomber is Apache-2.0; Tags unique to pdm: hacktoberfest, package-manager, packaging, pep582; If you need to work with Python version 3.10 or higher. ### When should I choose ploomber over pdm? Choose ploomber over pdm when License: ploomber is Apache-2.0, pdm is MIT; Requirements: Works with Python versions 3.7 and higher.; Tags unique to ploomber: data-engineering, data-science, jupyter-notebooks, machine-learning; 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 pdm? When working with Python versions below 3.10, as pdm mandates a minimum of 3.10. If you need to avoid using standalone binary files for installation. ### 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 pdm or ploomber more popular on GitHub? pdm has more GitHub stars (8,674 vs 3,620). Stars measure visibility, not whether either tool fits your constraints. ### Are pdm and ploomber open source? Yes - both are open-source projects on GitHub (pdm: MIT, ploomber: Apache-2.0). ### Where can I find alternatives to pdm or ploomber? GraphCanon lists graph-backed alternatives at [pdm alternatives](/tools/pdm-project-pdm/alternatives) and [ploomber alternatives](/tools/ploomber-ploomber/alternatives) ([pdm markdown twin](/tools/pdm-project-pdm/alternatives.md), [ploomber markdown twin](/tools/ploomber-ploomber/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/pdm-project-pdm-vs-ploomber-ploomber.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, pdm or ploomber? pdm: Very active. 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 pdm and ploomber? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [pdm trust report](/tools/pdm-project-pdm/trust); [ploomber trust report](/tools/ploomber-ploomber/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=pdm-project-pdm`](/api/graphcanon/graph?tool=pdm-project-pdm) - 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/_