Comparison
autogluon vs pycaret
Verdict
Pick autogluon if autoGluon: an automated ML library for Python that promises accuracy in model training with minimal effort, supporting tabular data, time-series forecasting, vision tasks, and NLP; pick pycaret if pyCaret is an open-source low-code AutoML platform with a dual license structure and support for various ML tasks like classification, clustering, and anomaly detection.
Markdown twin · autogluon alternatives · pycaret alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | autogluon | pycaret |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Active (12d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- autogluon
- Fast and Accurate ML in 3 Lines of Code
- pycaret
- Open-source low-code AutoML platform for Python
Stars
- autogluon
- 11k
- pycaret
- 9.8k
Forks
- autogluon
- 1.2k
- pycaret
- 1.9k
Open issues
- autogluon
- 388
- pycaret
- 32
Language
- autogluon
- Python
- pycaret
- Python
Adopt for
- autogluon
- AutoGluon: an automated ML library for Python that promises accuracy in model training with minimal effort, supporting tabular data, time-series forecasting, vision tasks, and NLP.
- pycaret
- PyCaret is an open-source low-code AutoML platform with a dual license structure and support for various ML tasks like classification, clustering, and anomaly detection.
Persona
- autogluon
- -
- pycaret
- -
Runtime
- autogluon
- -
- pycaret
- -
License
- autogluon
- Apache-2.0 License allows for both commercial and private use with attribution required but no warranty provided by contributors or authors.
- pycaret
- Other
Last pushed
- autogluon
- Aug 3, 2026
- pycaret
- Jul 23, 2026
Categories
- autogluon
- Developer Tools, Model Training
- pycaret
- Model Training
Trust and health
Maintenance
- autogluon
- Very active (96%)
- pycaret
- Active (82%)
Days since push
- autogluon
- 0d
- pycaret
- 12d
Open issues (now)
- autogluon
- 388
- pycaret
- 32
Full report
- autogluon
- Trust report
- pycaret
- Trust report
Shared compatibility
- Python · autogluon: Python runtime · pycaret: Python runtime
Choose autogluon if…
- License: autogluon is Apache-2.0, pycaret is Other.
- Tags unique to autogluon: automated-machine-learning, computer-vision, deep-learning, ensemble-learning.
- Also covers Developer Tools.
- When you need quick setup of complex ML workflows involving CV, NLP, or structured data analysis.
When NOT to use autogluon
- If your environment does not support Python versions 3.10-3.13 as AutoGluon requires these specific versions for operation.
- For custom model developments where low-level control over every aspect of the ML process is a priority, given that AutoGluon automates significant parts of this.
Choose pycaret if…
- License: pycaret is Other, autogluon is Apache-2.0.
- Tags unique to pycaret: anomaly-detection, classification, clustering, fastapi.
- You need to implement end-to-end machine learning pipelines using Python without diving deep into code complexity
When NOT to use pycaret
- Looking for pure open-source contributions as the control plane is BUSL-1.1 licensed until 2027
- You prioritize a fully code-driven custom ML pipeline over a low-code and automated approach
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 Aug 4, 2026
- GitHub forks (autogluon/autogluon) · observed Aug 4, 2026
- Last push (autogluon/autogluon) · observed Aug 3, 2026
- License file (Apache-2.0) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (pycaret/pycaret) · observed Aug 4, 2026
- GitHub forks (pycaret/pycaret) · observed Aug 4, 2026
- Last push (pycaret/pycaret) · observed Jul 23, 2026
- License file (Other) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: autogluon 11k · pycaret 9.8k (synced Aug 4, 2026).
Common questions
- What is the difference between autogluon and pycaret?
- autogluon: Fast and Accurate ML in 3 Lines of Code. pycaret: Open-source low-code AutoML platform for Python. See the comparison table for live GitHub stats and shared categories.
- When should I choose autogluon over pycaret?
- Choose autogluon over pycaret when License: autogluon is Apache-2.0, pycaret is Other; Tags unique to autogluon: automated-machine-learning, computer-vision, deep-learning, ensemble-learning; Also covers Developer Tools; When you need quick setup of complex ML workflows involving CV, NLP, or structured data analysis.
- When should I choose pycaret over autogluon?
- Choose pycaret over autogluon when License: pycaret is Other, autogluon is Apache-2.0; Tags unique to pycaret: anomaly-detection, classification, clustering, fastapi; You need to implement end-to-end machine learning pipelines using Python without diving deep into code complexity.
- When should I avoid autogluon?
- If your environment does not support Python versions 3.10-3.13 as AutoGluon requires these specific versions for operation. For custom model developments where low-level control over every aspect of the ML process is a priority, given that AutoGluon automates significant parts of this.
- When should I avoid pycaret?
- Looking for pure open-source contributions as the control plane is BUSL-1.1 licensed until 2027 You prioritize a fully code-driven custom ML pipeline over a low-code and automated approach
- Is autogluon or pycaret more popular on GitHub?
- autogluon has more GitHub stars (10,576 vs 9,831). Stars measure visibility, not whether either tool fits your constraints.
- Are autogluon and pycaret open source?
- Yes - both are open-source projects on GitHub (autogluon: Apache-2.0, pycaret: Other).
- Where can I find alternatives to autogluon or pycaret?
- GraphCanon lists graph-backed alternatives at autogluon alternatives and pycaret alternatives (autogluon markdown twin, pycaret 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 pycaret?
- autogluon: Very active. pycaret: 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 autogluon and pycaret?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: autogluon trust report; pycaret trust report.