--- title: "stable-diffusion vs ModelsGenesis" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/compvis-stable-diffusion-vs-mrgiovanni-modelsgenesis" tools: ["compvis-stable-diffusion", "mrgiovanni-modelsgenesis"] --- # stable-diffusion vs ModelsGenesis *GraphCanon updated Jul 11, 2026* ## Verdict Pick stable-diffusion when more GitHub stars (73k vs 786) - visibility, not fit; pick ModelsGenesis when tags unique to ModelsGenesis: 3d-model, fine-tuning, self-supervised-learning, representation-learning. [stable-diffusion](https://ommer-lab.com/research/latent-diffusion-models/) reports 73k GitHub stars, 11k forks, and 617 open issues, last pushed Jun 18, 2024. [ModelsGenesis](https://github.com/MrGiovanni/ModelsGenesis) has 786 stars, 141 forks, and 28 open issues, last pushed Jun 22, 2025. Figures are from public GitHub metadata via [stable-diffusion's repository](https://github.com/CompVis/stable-diffusion) and [ModelsGenesis's repository](https://github.com/MrGiovanni/ModelsGenesis). | | [stable-diffusion](/tools/compvis-stable-diffusion.md) | [ModelsGenesis](/tools/mrgiovanni-modelsgenesis.md) | | --- | --- | --- | | Tagline | A latent text-to-image diffusion model | [MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis, one of the first "foundation" models in medical image analysis for multiple downstream tasks | | Stars | 73,179 | 786 | | Forks | 10,584 | 141 | | Open issues | 617 | 28 | | Language | Jupyter Notebook | Jupyter Notebook | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Other | Other | | Categories | Model Training, Computer Vision | Model Training, Computer Vision | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [stable-diffusion](/tools/compvis-stable-diffusion.md) | [ModelsGenesis](/tools/mrgiovanni-modelsgenesis.md) | | --- | --- | --- | | Days since push | 753d | 383d | | Open issues (now) | 617 | 28 | | Owner type | Organization | User | | Full report | [trust report](/tools/compvis-stable-diffusion/trust.md) | [trust report](/tools/mrgiovanni-modelsgenesis/trust.md) | ## Choose when ### Choose stable-diffusion if… - More GitHub stars (73k vs 786) - visibility, not fit. ### Choose ModelsGenesis if… - Tags unique to ModelsGenesis: 3d-model, fine-tuning, self-supervised-learning, representation-learning. - More recently updated (last pushed Jun 22, 2025). ## 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. ## When NOT to use ModelsGenesis - Last GitHub push was 384 days ago (dormant maintenance, Jun 22, 2025). Validate activity before betting a new project on ModelsGenesis. - 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 stable-diffusion and ModelsGenesis? stable-diffusion: A latent text-to-image diffusion model. ModelsGenesis: [MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis, one of the first "foundation" models in medical image analysis for multiple downstream tasks. See the comparison table for live GitHub stats and shared categories. ### When should I choose stable-diffusion over ModelsGenesis? Choose stable-diffusion over ModelsGenesis when More GitHub stars (73k vs 786) - visibility, not fit. ### When should I choose ModelsGenesis over stable-diffusion? Choose ModelsGenesis over stable-diffusion when Tags unique to ModelsGenesis: 3d-model, fine-tuning, self-supervised-learning, representation-learning; More recently updated (last pushed Jun 22, 2025). ### 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. ### When should I avoid ModelsGenesis? Last GitHub push was 384 days ago (dormant maintenance, Jun 22, 2025). Validate activity before betting a new project on ModelsGenesis. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ### Is stable-diffusion or ModelsGenesis more popular on GitHub? stable-diffusion has more GitHub stars (73,179 vs 786). Stars measure visibility, not whether either tool fits your constraints. ### Are stable-diffusion and ModelsGenesis open source? Yes - both are open-source projects on GitHub (stable-diffusion: Other, ModelsGenesis: Other). ### Where can I find alternatives to stable-diffusion or ModelsGenesis? GraphCanon lists graph-backed alternatives at [stable-diffusion alternatives](/tools/compvis-stable-diffusion/alternatives) and [ModelsGenesis alternatives](/tools/mrgiovanni-modelsgenesis/alternatives) ([stable-diffusion markdown twin](/tools/compvis-stable-diffusion/alternatives.md), [ModelsGenesis markdown twin](/tools/mrgiovanni-modelsgenesis/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/compvis-stable-diffusion-vs-mrgiovanni-modelsgenesis.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, stable-diffusion or ModelsGenesis? stable-diffusion: Dormant. ModelsGenesis: 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 stable-diffusion and ModelsGenesis? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [stable-diffusion trust report](/tools/compvis-stable-diffusion/trust); [ModelsGenesis trust report](/tools/mrgiovanni-modelsgenesis/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=compvis-stable-diffusion`](/api/graphcanon/graph?tool=compvis-stable-diffusion) - 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/_