Comparison
handy-ollama vs moby
Verdict
Pick handy-ollama when handy-ollama is primarily Jupyter Notebook; moby is Go; pick moby when moby is primarily Go; handy-ollama is Jupyter Notebook.
Markdown twin · handy-ollama alternatives · moby alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | handy-ollama | moby |
|---|---|---|
| Maintenance | Slowing (180d since push) As of today · github_public_v1 | Very active (1d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 3d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No published findings from this source as of 2026-07-11 As of 3d · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- handy-ollama
- 动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/
- moby
- The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems
Stars
- handy-ollama
- 2.5k
- moby
- 72k
Forks
- handy-ollama
- 313
- moby
- 19k
Open issues
- handy-ollama
- 8
- moby
- 3.8k
Language
- handy-ollama
- Jupyter Notebook
- moby
- Go
Adopt for
- handy-ollama
- -
- moby
- -
Persona
- handy-ollama
- -
- moby
- -
Runtime
- handy-ollama
- -
- moby
- -
License
- handy-ollama
- Other
- moby
- Apache-2.0
Last pushed
- handy-ollama
- Jan 15, 2026
- moby
- Jul 10, 2026
Categories
- handy-ollama
- AI Agents, Inference & Serving, LLM Frameworks
- moby
- Developer Tools, Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- handy-ollama
- Slowing (36%)
- moby
- Very active (96%)
Days since push
- handy-ollama
- 180d
- moby
- 1d
Open issues (now)
- handy-ollama
- 8
- moby
- 3.8k
OSV dependency advisories
- handy-ollama
- No lockfile (source not queried)
- moby
- No published findings from this source as of 2026-07-11
Full report
- handy-ollama
- Trust report
- moby
- Trust report
Choose handy-ollama if…
- handy-ollama is primarily Jupyter Notebook; moby is Go.
- License: handy-ollama is Other, moby is Apache-2.0.
- Tags unique to handy-ollama: agent, gguf, langchain, large-language-models.
- Also covers AI Agents.
When NOT to use handy-ollama
- Last GitHub push was 181 days ago (slowing maintenance, Jan 15, 2026). Validate activity before betting a new project on handy-ollama.
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- 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.
Choose moby if…
- moby is primarily Go; handy-ollama is Jupyter Notebook.
- License: moby is Apache-2.0, handy-ollama is Other.
- 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 (datawhalechina/handy-ollama) · observed Jul 15, 2026
- GitHub forks (datawhalechina/handy-ollama) · observed Jul 15, 2026
- Last push (datawhalechina/handy-ollama) · observed Jan 15, 2026
- License file (Other) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 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: handy-ollama 2.5k · moby 72k (synced Jul 15, 2026).
Common questions
- What is the difference between handy-ollama and moby?
- handy-ollama: 动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/. 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 handy-ollama over moby?
- Choose handy-ollama over moby when handy-ollama is primarily Jupyter Notebook; moby is Go; License: handy-ollama is Other, moby is Apache-2.0; Tags unique to handy-ollama: agent, gguf, langchain, large-language-models; Also covers AI Agents.
- When should I choose moby over handy-ollama?
- Choose moby over handy-ollama when moby is primarily Go; handy-ollama is Jupyter Notebook; License: moby is Apache-2.0, handy-ollama is Other; Tags unique to moby: containers, docker, go, golang; Also covers Developer Tools; moby ships Docker support for self-hosted deployment.
- When should I avoid handy-ollama?
- Last GitHub push was 181 days ago (slowing maintenance, Jan 15, 2026). Validate activity before betting a new project on handy-ollama. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. 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.
- 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 handy-ollama or moby more popular on GitHub?
- moby has more GitHub stars (71,899 vs 2,471). Stars measure visibility, not whether either tool fits your constraints.
- Are handy-ollama and moby open source?
- Yes - both are open-source projects on GitHub (handy-ollama: Other, moby: Apache-2.0).
- Where can I find alternatives to handy-ollama or moby?
- GraphCanon lists graph-backed alternatives at handy-ollama alternatives and moby alternatives (handy-ollama 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, handy-ollama or moby?
- handy-ollama: Slowing. 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 handy-ollama and moby?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: handy-ollama trust report; moby trust report.