--- title: "moby vs llm-applications" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/moby-moby-vs-ray-project-llm-applications" tools: ["moby-moby", "ray-project-llm-applications"] --- # moby vs llm-applications *GraphCanon updated Jul 11, 2026* ## Verdict Pick moby when moby is primarily Go; llm-applications is Jupyter Notebook; pick llm-applications when llm-applications is primarily Jupyter Notebook; moby is Go. [moby](https://mobyproject.org/) reports 72k GitHub stars, 19k forks, and 3.8k open issues, last pushed Jul 10, 2026. [llm-applications](https://github.com/ray-project/llm-applications) has 1.9k stars, 255 forks, and 13 open issues, last pushed Aug 2, 2024. Figures are from public GitHub metadata via [moby's repository](https://github.com/moby/moby) and [llm-applications's repository](https://github.com/ray-project/llm-applications). | | [moby](/tools/moby-moby.md) | [llm-applications](/tools/ray-project-llm-applications.md) | | --- | --- | --- | | Tagline | The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems | A comprehensive guide to building RAG-based LLM applications for production. | | Stars | 71,899 | 1,857 | | Forks | 19,126 | 255 | | Open issues | 3,821 | 13 | | Language | Go | Jupyter Notebook | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | CC-BY-4.0 | | Categories | LLM Frameworks, Inference & Serving, Developer Tools | LLM Frameworks, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [moby](/tools/moby-moby.md) | [llm-applications](/tools/ray-project-llm-applications.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 1d | 708d | | Open issues (now) | 3.8k | 13 | | Security scan | No criticals | No lockfile | | Full report | [trust report](/tools/moby-moby/trust.md) | [trust report](/tools/ray-project-llm-applications/trust.md) | ## Choose when ### Choose moby if… - moby is primarily Go; llm-applications is Jupyter Notebook. - License: moby is Apache-2.0, llm-applications is CC-BY-4.0. - Tags unique to moby: go, docker, golang, containers. - Also covers Developer Tools. - moby ships Docker support for self-hosted deployment. ### Choose llm-applications if… - llm-applications is primarily Jupyter Notebook; moby is Go. - License: llm-applications is CC-BY-4.0, moby is Apache-2.0. - Tags unique to llm-applications: ray, llms, fine-tuning, machine-learning. ## When NOT to use moby - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use llm-applications - Last GitHub push was 709 days ago (dormant maintenance, Aug 2, 2024). Validate activity before betting a new project on llm-applications. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ## Common questions ### What is the difference between moby and llm-applications? moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. llm-applications: A comprehensive guide to building RAG-based LLM applications for production.. See the comparison table for live GitHub stats and shared categories. ### When should I choose moby over llm-applications? Choose moby over llm-applications when moby is primarily Go; llm-applications is Jupyter Notebook; License: moby is Apache-2.0, llm-applications is CC-BY-4.0; Tags unique to moby: go, docker, golang, containers; Also covers Developer Tools; moby ships Docker support for self-hosted deployment. ### When should I choose llm-applications over moby? Choose llm-applications over moby when llm-applications is primarily Jupyter Notebook; moby is Go; License: llm-applications is CC-BY-4.0, moby is Apache-2.0; Tags unique to llm-applications: ray, llms, fine-tuning, machine-learning. ### When should I avoid moby? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid llm-applications? Last GitHub push was 709 days ago (dormant maintenance, Aug 2, 2024). Validate activity before betting a new project on llm-applications. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ### Is moby or llm-applications more popular on GitHub? moby has more GitHub stars (71,899 vs 1,857). Stars measure visibility, not whether either tool fits your constraints. ### Are moby and llm-applications open source? Yes - both are open-source projects on GitHub (moby: Apache-2.0, llm-applications: CC-BY-4.0). ### Where can I find alternatives to moby or llm-applications? GraphCanon lists graph-backed alternatives at [moby alternatives](/tools/moby-moby/alternatives) and [llm-applications alternatives](/tools/ray-project-llm-applications/alternatives) ([moby markdown twin](/tools/moby-moby/alternatives.md), [llm-applications markdown twin](/tools/ray-project-llm-applications/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/moby-moby-vs-ray-project-llm-applications.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, moby or llm-applications? moby: Very active. llm-applications: 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 moby and llm-applications? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [moby trust report](/tools/moby-moby/trust); [llm-applications trust report](/tools/ray-project-llm-applications/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=moby-moby`](/api/graphcanon/graph?tool=moby-moby) - 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/_