Comparison
guidance vs moby
Verdict
Pick guidance when guidance is primarily Jupyter Notebook; moby is Go; pick moby when moby is primarily Go; guidance is Jupyter Notebook.
Markdown twin · guidance alternatives · moby alternatives
GraphCanon updated today
Trust & integrity
| Signal | guidance | moby |
|---|---|---|
| Maintenance | Steady (50d since push) As of 1d · github_public_v1 | Very active (1d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of 1d · none | No criticals As of today · osv@v1 |
Tagline
- guidance
- A guidance language for controlling large language models.
- moby
- The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems
Stars
- guidance
- 22k
- moby
- 72k
Forks
- guidance
- 1.2k
- moby
- 19k
Open issues
- guidance
- 303
- moby
- 3.8k
Language
- guidance
- Jupyter Notebook
- moby
- Go
Adopt for
- guidance
- Guidance is a specialized tool written in Jupyter Notebooks that provides a unique language to control large language models (LLMs) across multiple backends such as Transformers, llama.cpp, and OpenAI. It's open-source,轻
- moby
- -
Persona
- guidance
- -
- moby
- -
Runtime
- guidance
- -
- moby
- -
License
- guidance
- MIT
- moby
- Apache-2.0
Last pushed
- guidance
- May 21, 2026
- moby
- Jul 10, 2026
Categories
- guidance
- Inference & Serving, LLM Frameworks
- moby
- Developer Tools, Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- guidance
- Steady (60%)
- moby
- Very active (96%)
Days since push
- guidance
- 50d
- moby
- 1d
Open issues (now)
- guidance
- 303
- moby
- 3.8k
Security scan
- guidance
- No lockfile
- moby
- No criticals
Full report
- guidance
- Trust report
- moby
- Trust report
Choose guidance if…
- guidance is primarily Jupyter Notebook; moby is Go.
- License: guidance is MIT, moby is Apache-2.0.
- Tags unique to guidance: backend support, control language, language models, pip-installable.
- When you need a specific language to finely control various LLM backends including Transformers, llama.cpp, and OpenAI
When NOT to use guidance
- When your project is strictly confined to using only one type of backend which you can manage without a specialized control language
- If your development environment does not support or prefer Jupyter Notebooks, Guidance may not be the best choice
Choose moby if…
- moby is primarily Go; guidance is Jupyter Notebook.
- License: moby is Apache-2.0, guidance is MIT.
- Tags unique to moby: containers, docker, go, golang.
- Also covers Developer Tools.
- moby ships Docker support for self-hosted deployment.
When NOT to use moby
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (guidance-ai/guidance) · observed Jul 11, 2026
- GitHub forks (guidance-ai/guidance) · observed Jul 11, 2026
- Last push (guidance-ai/guidance) · observed May 21, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (moby/moby) · observed Jul 11, 2026
- GitHub forks (moby/moby) · observed Jul 11, 2026
- Last push (moby/moby) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: guidance 22k · moby 72k (synced Jul 11, 2026).
Common questions
- What is the difference between guidance and moby?
- guidance: A guidance language for controlling large language models.. moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. See the comparison table for live GitHub stats and shared categories.
- When should I choose guidance over moby?
- Choose guidance over moby when guidance is primarily Jupyter Notebook; moby is Go; License: guidance is MIT, moby is Apache-2.0; Tags unique to guidance: backend support, control language, language models, pip-installable; When you need a specific language to finely control various LLM backends including Transformers, llama.cpp, and OpenAI.
- When should I choose moby over guidance?
- Choose moby over guidance when moby is primarily Go; guidance is Jupyter Notebook; License: moby is Apache-2.0, guidance is MIT; Tags unique to moby: containers, docker, go, golang; Also covers Developer Tools; moby ships Docker support for self-hosted deployment.
- When should I avoid guidance?
- When your project is strictly confined to using only one type of backend which you can manage without a specialized control language If your development environment does not support or prefer Jupyter Notebooks, Guidance may not be the best choice
- When should I avoid moby?
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is guidance or moby more popular on GitHub?
- moby has more GitHub stars (71,899 vs 21,656). Stars measure visibility, not whether either tool fits your constraints.
- Are guidance and moby open source?
- Yes - both are open-source projects on GitHub (guidance: MIT, moby: Apache-2.0).
- Where can I find alternatives to guidance or moby?
- GraphCanon lists graph-backed alternatives at guidance alternatives and moby alternatives (guidance markdown twin, moby markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, guidance or moby?
- guidance: Steady. moby: 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 guidance and moby?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: guidance trust report; moby trust report.