Comparison
autogluon vs stable-diffusion
Verdict
Pick autogluon when autogluon is primarily Python; stable-diffusion is Jupyter Notebook; pick stable-diffusion when stable-diffusion is primarily Jupyter Notebook; autogluon is Python.
Markdown twin · autogluon alternatives · stable-diffusion alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | autogluon | stable-diffusion |
|---|---|---|
| Maintenance | Very active (5d since push) As of today · github_public_v1 | Dormant (753d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- autogluon
- Fast and Accurate ML in 3 Lines of Code
- stable-diffusion
- A latent text-to-image diffusion model
Stars
- autogluon
- 11k
- stable-diffusion
- 73k
Forks
- autogluon
- 1.2k
- stable-diffusion
- 11k
Open issues
- autogluon
- 399
- stable-diffusion
- 617
Language
- autogluon
- Python
- stable-diffusion
- Jupyter Notebook
Adopt for
- autogluon
- -
- stable-diffusion
- -
Persona
- autogluon
- -
- stable-diffusion
- -
Runtime
- autogluon
- -
- stable-diffusion
- -
License
- autogluon
- Apache-2.0
- stable-diffusion
- Other
Last pushed
- autogluon
- Jul 6, 2026
- stable-diffusion
- Jun 18, 2024
Categories
- autogluon
- Model Training, Computer Vision
- stable-diffusion
- Model Training, Computer Vision
Trust and health
Maintenance
- autogluon
- Very active (96%)
- stable-diffusion
- Dormant (18%)
Days since push
- autogluon
- 5d
- stable-diffusion
- 753d
Open issues (now)
- autogluon
- 399
- stable-diffusion
- 617
Full report
- autogluon
- Trust report
- stable-diffusion
- Trust report
Shared compatibility
- Python · autogluon: Python runtime · stable-diffusion: Python runtime
Choose autogluon if…
- autogluon is primarily Python; stable-diffusion is Jupyter Notebook.
- License: autogluon is Apache-2.0, stable-diffusion is Other.
- Tags unique to autogluon: automl, data-science, deep-learning, forecasting.
When NOT to use autogluon
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Choose stable-diffusion if…
- stable-diffusion is primarily Jupyter Notebook; autogluon is Python.
- License: stable-diffusion is Other, autogluon is Apache-2.0.
- Tags unique to stable-diffusion: jupyter notebook.
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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (autogluon/autogluon) · observed Jul 11, 2026
- GitHub forks (autogluon/autogluon) · observed Jul 11, 2026
- Last push (autogluon/autogluon) · observed Jul 6, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (CompVis/stable-diffusion) · observed Jul 11, 2026
- GitHub forks (CompVis/stable-diffusion) · observed Jul 11, 2026
- Last push (CompVis/stable-diffusion) · observed Jun 18, 2024
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: autogluon 11k · stable-diffusion 73k (synced Jul 11, 2026).
Common questions
- What is the difference between autogluon and stable-diffusion?
- autogluon: Fast and Accurate ML in 3 Lines of Code. stable-diffusion: A latent text-to-image diffusion model. See the comparison table for live GitHub stats and shared categories.
- When should I choose autogluon over stable-diffusion?
- Choose autogluon over stable-diffusion when autogluon is primarily Python; stable-diffusion is Jupyter Notebook; License: autogluon is Apache-2.0, stable-diffusion is Other; Tags unique to autogluon: automl, data-science, deep-learning, forecasting.
- When should I choose stable-diffusion over autogluon?
- Choose stable-diffusion over autogluon when stable-diffusion is primarily Jupyter Notebook; autogluon is Python; License: stable-diffusion is Other, autogluon is Apache-2.0; Tags unique to stable-diffusion: jupyter notebook.
- When should I avoid autogluon?
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- 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 autogluon or stable-diffusion more popular on GitHub?
- stable-diffusion has more GitHub stars (73,179 vs 10,526). Stars measure visibility, not whether either tool fits your constraints.
- Are autogluon and stable-diffusion open source?
- Yes - both are open-source projects on GitHub (autogluon: Apache-2.0, stable-diffusion: Other).
- Where can I find alternatives to autogluon or stable-diffusion?
- GraphCanon lists graph-backed alternatives at autogluon alternatives and stable-diffusion alternatives (autogluon markdown twin, stable-diffusion 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, autogluon or stable-diffusion?
- autogluon: Very active. 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 autogluon and stable-diffusion?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: autogluon trust report; stable-diffusion trust report.