--- title: "galaxy vs pachyderm" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/galaxyproject-galaxy-vs-pachyderm-pachyderm" tools: ["galaxyproject-galaxy", "pachyderm-pachyderm"] --- # galaxy vs pachyderm *GraphCanon updated Sep 20, 2026* ## Verdict Pick galaxy if galaxy is an open-source platform for accessible and transparent computational research in the biomedical domain; pick pachyderm if pachyderm offers a robust platform for managing data-centric pipelines and data versioning with advanced features suitable for analytics and big-data processing in distributed systems. [galaxy](https://galaxyproject.org) reports 1.9k GitHub stars, 1.2k forks, and 2.8k open issues, last pushed Sep 17, 2026. [pachyderm](https://www.pachyderm.com/) has 6.3k stars, 578 forks, and 940 open issues, last pushed Feb 3, 2025. Figures are from public GitHub metadata via [galaxy's repository](https://github.com/galaxyproject/galaxy) and [pachyderm's repository](https://github.com/pachyderm/pachyderm). | | [galaxy](/tools/galaxyproject-galaxy.md) | [pachyderm](/tools/pachyderm-pachyderm.md) | | --- | --- | --- | | Tagline | Data intensive science for everyone | Data-Centric Pipelines and Data Versioning | | Stars | 1,858 | 6,309 | | Forks | 1,170 | 578 | | Open issues | 2,815 | 940 | | Language | Python | Go | | Adopt for | Galaxy is an open-source platform for accessible and transparent computational research in the biomedical domain. | Pachyderm offers a robust platform for managing data-centric pipelines and data versioning with advanced features suitable for analytics and big-data processing in distributed systems. | | Persona | - | - | | Runtime | - | - | | License | Other | Apache-2.0 | | Categories | Developer Tools, Model Training | Developer Tools, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [galaxy](/tools/galaxyproject-galaxy.md) | [pachyderm](/tools/pachyderm-pachyderm.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 0d | 576d | | Open issues (now) | 2.8k | 940 | | Stars delta | +25 (30d) | +9 (30d) | | Open issues delta | +14 (30d) | +1 (30d) | | Full report | [trust report](/tools/galaxyproject-galaxy/trust.md) | [trust report](/tools/pachyderm-pachyderm/trust.md) | ## Decision facts: galaxy - **Requirements:** Galaxy requires Python 3.10 or higher.; Dependencies for tools might need to be installed manually via the admin interface. - **Adopt for:** Galaxy is an open-source platform for accessible and transparent computational research in the biomedical domain. ## Decision facts: pachyderm - **Pricing:** unknown - The repository does not specify detailed pricing, but as an open-source tool under the Apache-2.0 license, it is freely available for use and modification. - **Requirements:** Min -1 GB RAM; Pachyderm deployment requires a Kubernetes cluster when deployed in production-scale environments. - **Adopt for:** Pachyderm offers a robust platform for managing data-centric pipelines and data versioning with advanced features suitable for analytics and big-data processing in distributed systems. ## Choose when ### Choose galaxy if… - galaxy is primarily Python; pachyderm is Go. - License: galaxy is Other, pachyderm is Apache-2.0. - Requirements: Galaxy requires Python 3.10 or higher.; Dependencies for tools might need to be installed manually via the admin interface.. - Tags unique to galaxy: bioinformatics, genomics. - Use Galaxy if your work involves bioinformatics, genomics, or next-generation sequencing data analysis. ### Choose pachyderm if… - pachyderm is primarily Go; galaxy is Python. - License: pachyderm is Apache-2.0, galaxy is Other. - Pricing: The repository does not specify detailed pricing, but as an open-source tool under the Apache-2.0 license, it is freely available for use and modification.. - Requirements: Min -1 GB RAM; Pachyderm deployment requires a Kubernetes cluster when deployed in production-scale environments.. - Tags unique to pachyderm: analytics, big-data, containers, data-analysis. - If you need granular data lineage tracking within your projects, as Pachyderm ensures every transformation is captured. ## When NOT to use galaxy - Avoid using Galaxy for non-biomedical research as its extensive library and support focus primarily on this domain. - Do not use if real-time interactive development or very customized workflows are needed because the platform prioritizes reproducibility and transparency over flexibility in tool setups. ## When NOT to use pachyderm - If your organization does not require data versioning or cannot benefit from reproducibility features, such as for simple projects with minimal data mutation. - For scenarios where Docker container management overhead is undesirable; Pachyderm relies heavily on containers and Kubernetes, which might complicate smaller-scale workflows. - When immediate integration with non-Kubernetes environments is a must. Pachyderm's tight coupling with Kubernetes introduces additional complexity not present in more standalone tools. ## Common questions ### What is the difference between galaxy and pachyderm? galaxy: Data intensive science for everyone. pachyderm: Data-Centric Pipelines and Data Versioning. See the comparison table for live GitHub stats and shared categories. ### When should I choose galaxy over pachyderm? Choose galaxy over pachyderm when galaxy is primarily Python; pachyderm is Go; License: galaxy is Other, pachyderm is Apache-2.0; Requirements: Galaxy requires Python 3.10 or higher.; Dependencies for tools might need to be installed manually via the admin interface.; Tags unique to galaxy: bioinformatics, genomics; Use Galaxy if your work involves bioinformatics, genomics, or next-generation sequencing data analysis. ### When should I choose pachyderm over galaxy? Choose pachyderm over galaxy when pachyderm is primarily Go; galaxy is Python; License: pachyderm is Apache-2.0, galaxy is Other; Pricing: The repository does not specify detailed pricing, but as an open-source tool under the Apache-2.0 license, it is freely available for use and modification.; Requirements: Min -1 GB RAM; Pachyderm deployment requires a Kubernetes cluster when deployed in production-scale environments.; Tags unique to pachyderm: analytics, big-data, containers, data-analysis; If you need granular data lineage tracking within your projects, as Pachyderm ensures every transformation is captured. ### When should I avoid galaxy? Avoid using Galaxy for non-biomedical research as its extensive library and support focus primarily on this domain. Do not use if real-time interactive development or very customized workflows are needed because the platform prioritizes reproducibility and transparency over flexibility in tool setups. ### When should I avoid pachyderm? If your organization does not require data versioning or cannot benefit from reproducibility features, such as for simple projects with minimal data mutation. For scenarios where Docker container management overhead is undesirable; Pachyderm relies heavily on containers and Kubernetes, which might complicate smaller-scale workflows. When immediate integration with non-Kubernetes environments is a must. Pachyderm's tight coupling with Kubernetes introduces additional complexity not present in more standalone tools. ### Is galaxy or pachyderm more popular on GitHub? pachyderm has more GitHub stars (6,309 vs 1,858). Stars measure visibility, not whether either tool fits your constraints. ### Are galaxy and pachyderm open source? Yes - both are open-source projects on GitHub (galaxy: Other, pachyderm: Apache-2.0). ### Where can I find alternatives to galaxy or pachyderm? GraphCanon lists graph-backed alternatives at [galaxy alternatives](/tools/galaxyproject-galaxy/alternatives) and [pachyderm alternatives](/tools/pachyderm-pachyderm/alternatives) ([galaxy markdown twin](/tools/galaxyproject-galaxy/alternatives.md), [pachyderm markdown twin](/tools/pachyderm-pachyderm/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/galaxyproject-galaxy-vs-pachyderm-pachyderm.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, galaxy or pachyderm? galaxy: Very active. pachyderm: 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 galaxy and pachyderm? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [galaxy trust report](/tools/galaxyproject-galaxy/trust); [pachyderm trust report](/tools/pachyderm-pachyderm/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=galaxyproject-galaxy`](/api/graphcanon/graph?tool=galaxyproject-galaxy) - 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/_