--- title: "harmonia vs stable-diffusion" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/ailabstw-harmonia-vs-compvis-stable-diffusion" tools: ["ailabstw-harmonia", "compvis-stable-diffusion"] --- # harmonia vs stable-diffusion *GraphCanon updated Jul 11, 2026* ## Verdict Pick harmonia when harmonia is primarily Go; stable-diffusion is Jupyter Notebook; pick stable-diffusion when stable-diffusion is primarily Jupyter Notebook; harmonia is Go. [harmonia](https://github.com/ailabstw/harmonia) reports 17 GitHub stars, 14 forks, and 0 open issues, last pushed Sep 21, 2020. [stable-diffusion](https://ommer-lab.com/research/latent-diffusion-models/) has 73k stars, 11k forks, and 617 open issues, last pushed Jun 18, 2024. Figures are from public GitHub metadata via [harmonia's repository](https://github.com/ailabstw/harmonia) and [stable-diffusion's repository](https://github.com/CompVis/stable-diffusion). | | [harmonia](/tools/ailabstw-harmonia.md) | [stable-diffusion](/tools/compvis-stable-diffusion.md) | | --- | --- | --- | | Tagline | Federated Learning Made Easy | A latent text-to-image diffusion model | | Stars | 17 | 73,179 | | Forks | 14 | 10,584 | | Open issues | 0 | 617 | | Language | Go | Jupyter Notebook | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MPL-2.0 | Other | | Categories | Model Training, Computer Vision, Developer Tools | Model Training, Computer Vision | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [harmonia](/tools/ailabstw-harmonia.md) | [stable-diffusion](/tools/compvis-stable-diffusion.md) | | --- | --- | --- | | Days since push | 2119d | 753d | | Open issues (now) | 0 | 617 | | Full report | [trust report](/tools/ailabstw-harmonia/trust.md) | [trust report](/tools/compvis-stable-diffusion/trust.md) | ## Choose when ### Choose harmonia if… - harmonia is primarily Go; stable-diffusion is Jupyter Notebook. - License: harmonia is MPL-2.0, stable-diffusion is Other. - Tags unique to harmonia: go. - Also covers Developer Tools. ### Choose stable-diffusion if… - stable-diffusion is primarily Jupyter Notebook; harmonia is Go. - License: stable-diffusion is Other, harmonia is MPL-2.0. - Tags unique to stable-diffusion: jupyter notebook. ## When NOT to use harmonia - Last GitHub push was 2120 days ago (dormant maintenance, Sep 21, 2020). Validate activity before betting a new project on harmonia. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use stable-diffusion - Last GitHub push was 754 days ago (dormant maintenance, Jun 18, 2024). Validate activity before betting a new project on stable-diffusion. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ## Common questions ### What is the difference between harmonia and stable-diffusion? harmonia: Federated Learning Made Easy. stable-diffusion: A latent text-to-image diffusion model. See the comparison table for live GitHub stats and shared categories. ### When should I choose harmonia over stable-diffusion? Choose harmonia over stable-diffusion when harmonia is primarily Go; stable-diffusion is Jupyter Notebook; License: harmonia is MPL-2.0, stable-diffusion is Other; Tags unique to harmonia: go; Also covers Developer Tools. ### When should I choose stable-diffusion over harmonia? Choose stable-diffusion over harmonia when stable-diffusion is primarily Jupyter Notebook; harmonia is Go; License: stable-diffusion is Other, harmonia is MPL-2.0; Tags unique to stable-diffusion: jupyter notebook. ### When should I avoid harmonia? Last GitHub push was 2120 days ago (dormant maintenance, Sep 21, 2020). Validate activity before betting a new project on harmonia. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid stable-diffusion? Last GitHub push was 754 days ago (dormant maintenance, Jun 18, 2024). Validate activity before betting a new project on stable-diffusion. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ### Is harmonia or stable-diffusion more popular on GitHub? stable-diffusion has more GitHub stars (73,179 vs 17). Stars measure visibility, not whether either tool fits your constraints. ### Are harmonia and stable-diffusion open source? Yes - both are open-source projects on GitHub (harmonia: MPL-2.0, stable-diffusion: Other). ### Where can I find alternatives to harmonia or stable-diffusion? GraphCanon lists graph-backed alternatives at [harmonia alternatives](/tools/ailabstw-harmonia/alternatives) and [stable-diffusion alternatives](/tools/compvis-stable-diffusion/alternatives) ([harmonia markdown twin](/tools/ailabstw-harmonia/alternatives.md), [stable-diffusion markdown twin](/tools/compvis-stable-diffusion/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/ailabstw-harmonia-vs-compvis-stable-diffusion.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, harmonia or stable-diffusion? harmonia: Dormant. stable-diffusion: 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 harmonia and stable-diffusion? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [harmonia trust report](/tools/ailabstw-harmonia/trust); [stable-diffusion trust report](/tools/compvis-stable-diffusion/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=ailabstw-harmonia`](/api/graphcanon/graph?tool=ailabstw-harmonia) - 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/_