Comparison
autogluon vs archai
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 archai if archai expedites Neural Architecture Search (NAS) research by providing fast, reproducible, modular tools for automated machine learning and hyperparameter optimization with Python and PyTorch.
Markdown twin · autogluon alternatives · archai alternatives
GraphCanon updated Sep 30, 2026
13views this month
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Trust & integrity
| Signal | autogluon | archai |
|---|---|---|
| Maintenance | Very active (1d since push) As of Sep 30, 2026 · github_public_v1 | Very active (1d since push) As of Sep 30, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 30, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 30, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- archai
- Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
Stars
- autogluon
- 11k
- archai
- 486
Forks
- autogluon
- 1.2k
- archai
- 95
Open issues
- autogluon
- 377
- archai
- 0
Language
- autogluon
- Python
- archai
- 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.
- archai
- Archai expedites Neural Architecture Search (NAS) research by providing fast, reproducible, modular tools for automated machine learning and hyperparameter optimization with Python and PyTorch.
Persona
- autogluon
- -
- archai
- -
Runtime
- autogluon
- -
- archai
- -
License
- autogluon
- Apache-2.0 License allows for both commercial and private use with attribution required but no warranty provided by contributors or authors.
- archai
- MIT
Last pushed
- autogluon
- Sep 28, 2026
- archai
- Sep 28, 2026
Categories
- autogluon
- Developer Tools, Model Training
- archai
- Model Training
Trust and health
Open issues (now)
- autogluon
- 377
- archai
- 0
Stars delta
- autogluon
- +180 (30d)
- archai
- +1 (30d)
Open issues delta
- autogluon
- -11 (30d)
- archai
- -4 (30d)
Full report
- autogluon
- Trust report
- archai
- Trust report
Shared compatibility
- Python · autogluon: Python runtime · archai: Python runtime
Choose autogluon if…
- License: autogluon is Apache-2.0, archai is MIT.
- Tags unique to autogluon: computer-vision, data-science, ensemble-learning, forecasting.
- 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 archai if…
- License: archai is MIT, autogluon is Apache-2.0.
- Tags unique to archai: darts, hyperparameter-optimization, model-compression, nas.
- Need rapid iteration in NAS projects while ensuring reproducibility
When NOT to use archai
- Project requires specific GPU support not aligned with PyTorch 1.7.0+ versions
- Development occurs outside Python 3.8+, limiting the application of Archai tools
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 Sep 30, 2026
- GitHub forks (autogluon/autogluon) · observed Sep 30, 2026
- Last push (autogluon/autogluon) · observed Sep 28, 2026
- License file (Apache-2.0) · observed Sep 30, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (microsoft/archai) · observed Sep 30, 2026
- GitHub forks (microsoft/archai) · observed Sep 30, 2026
- Last push (microsoft/archai) · observed Sep 28, 2026
- License file (MIT) · observed Sep 30, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: autogluon 11k · archai 486 (synced Sep 30, 2026).
Common questions
- What is the difference between autogluon and archai?
- autogluon: Fast and Accurate ML in 3 Lines of Code. archai: Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.. See the comparison table for live GitHub stats and shared categories.
- When should I choose autogluon over archai?
- Choose autogluon over archai when License: autogluon is Apache-2.0, archai is MIT; Tags unique to autogluon: computer-vision, data-science, ensemble-learning, forecasting; Also covers Developer Tools; When you need quick setup of complex ML workflows involving CV, NLP, or structured data analysis.
- When should I choose archai over autogluon?
- Choose archai over autogluon when License: archai is MIT, autogluon is Apache-2.0; Tags unique to archai: darts, hyperparameter-optimization, model-compression, nas; Need rapid iteration in NAS projects while ensuring reproducibility.
- 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 archai?
- Project requires specific GPU support not aligned with PyTorch 1.7.0+ versions Development occurs outside Python 3.8+, limiting the application of Archai tools
- Is autogluon or archai more popular on GitHub?
- autogluon has more GitHub stars (10,756 vs 486). Stars measure visibility, not whether either tool fits your constraints.
- Are autogluon and archai open source?
- Yes - both are open-source projects on GitHub (autogluon: Apache-2.0, archai: MIT).
- Where can I find alternatives to autogluon or archai?
- GraphCanon lists graph-backed alternatives at autogluon alternatives and archai alternatives (autogluon markdown twin, archai 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 archai?
- autogluon: Very active. archai: 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 autogluon and archai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: autogluon trust report; archai trust report.