Comparison
guidance vs open-webui
Verdict
Pick guidance if 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; pick open-webui if suitable for developers working with large language models who require a user-friendly interface and support for multiple APIs including Ollama and OpenAI.
Markdown twin · guidance alternatives · open-webui alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | guidance | open-webui |
|---|---|---|
| Maintenance | Steady (50d since push) As of 1d · github_public_v1 | Very active (0d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| Security (OSV) | No lockfile As of 1d · none | No MCP manifest As of 1d · mcp_manifest |
Tagline
- guidance
- A guidance language for controlling large language models.
- open-webui
- User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Stars
- guidance
- 22k
- open-webui
- 145k
Forks
- guidance
- 1.2k
- open-webui
- 21k
Open issues
- guidance
- 303
- open-webui
- 391
Language
- guidance
- Jupyter Notebook
- open-webui
- Python
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
- open-webui
- Suitable for developers working with large language models who require a user-friendly interface and support for multiple APIs including Ollama and OpenAI.
Persona
- guidance
- -
- open-webui
- -
Runtime
- guidance
- -
- open-webui
- -
License
- guidance
- MIT
- open-webui
- Other
Last pushed
- guidance
- May 21, 2026
- open-webui
- Jul 10, 2026
Categories
- guidance
- Inference & Serving, LLM Frameworks
- open-webui
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- guidance
- Steady (60%)
- open-webui
- Very active (96%)
Days since push
- guidance
- 50d
- open-webui
- 0d
Open issues (now)
- guidance
- 303
- open-webui
- 391
Security scan
- guidance
- No lockfile
- open-webui
- No MCP manifest
Full report
- guidance
- Trust report
- open-webui
- Trust report
Choose guidance if…
- guidance is primarily Jupyter Notebook; open-webui is Python.
- License: guidance is MIT, open-webui is Other.
- 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 open-webui if…
- open-webui is primarily Python; guidance is Jupyter Notebook.
- License: open-webui is Other, guidance is MIT.
- Tags unique to open-webui: ai, llm, openai, self-hosted.
- When you need to integrate multiple AI services, such as Ollama and OpenAI, into a unified user interface.
When NOT to use open-webui
- When looking for tooling that exclusively supports APIs other than Ollama and OpenAI, as these are specific areas of focus for open-webui.
- If the requirement is a highly specialized interface tailored to specific tasks rather than a general AI interaction platform.
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 (open-webui/open-webui) · observed Jul 11, 2026
- GitHub forks (open-webui/open-webui) · observed Jul 11, 2026
- Last push (open-webui/open-webui) · observed Jul 10, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: guidance 22k · open-webui 145k (synced Jul 11, 2026).
Common questions
- What is the difference between guidance and open-webui?
- guidance: A guidance language for controlling large language models.. open-webui: User-friendly AI Interface (Supports Ollama, OpenAI API, ...). See the comparison table for live GitHub stats and shared categories.
- When should I choose guidance over open-webui?
- Choose guidance over open-webui when guidance is primarily Jupyter Notebook; open-webui is Python; License: guidance is MIT, open-webui is Other; 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 open-webui over guidance?
- Choose open-webui over guidance when open-webui is primarily Python; guidance is Jupyter Notebook; License: open-webui is Other, guidance is MIT; Tags unique to open-webui: ai, llm, openai, self-hosted; When you need to integrate multiple AI services, such as Ollama and OpenAI, into a unified user interface.
- 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 open-webui?
- When looking for tooling that exclusively supports APIs other than Ollama and OpenAI, as these are specific areas of focus for open-webui. If the requirement is a highly specialized interface tailored to specific tasks rather than a general AI interaction platform.
- Is guidance or open-webui more popular on GitHub?
- open-webui has more GitHub stars (145,029 vs 21,656). Stars measure visibility, not whether either tool fits your constraints.
- Are guidance and open-webui open source?
- Yes - both are open-source projects on GitHub (guidance: MIT, open-webui: Other).
- Where can I find alternatives to guidance or open-webui?
- GraphCanon lists graph-backed alternatives at guidance alternatives and open-webui alternatives (guidance markdown twin, open-webui 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 open-webui?
- guidance: Steady. open-webui: 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 open-webui?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: guidance trust report; open-webui trust report.