Comparison
autokeras vs MOE
Verdict
Pick autokeras if autoKeras simplifies deep learning model design through automated neural architecture search and is compatible with Python 3.7+ and TensorFlow 2.8.0+; pick MOE if mOE optimizes real-world metrics via automated black-box processes. It is written in C++.
Markdown twin · autokeras alternatives · MOE alternatives
GraphCanon updated 3w
Trust & integrity
| Signal | autokeras | MOE |
|---|---|---|
| Maintenance | Slowing (251d since push) As of 3w · github_public_v1 | Archived (1228d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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
- autokeras
- AutoML library for deep learning
- MOE
- A global, black box optimization engine for real world metric optimization
Stars
- autokeras
- 9.3k
- MOE
- 1.3k
Forks
- autokeras
- 1.4k
- MOE
- 139
Open issues
- autokeras
- 161
- MOE
- 175
Language
- autokeras
- Python
- MOE
- C++
Adopt for
- autokeras
- AutoKeras simplifies deep learning model design through automated neural architecture search and is compatible with Python 3.7+ and TensorFlow 2.8.0+.
- MOE
- MOE optimizes real-world metrics via automated black-box processes. It is written in C++.
Persona
- autokeras
- -
- MOE
- -
Runtime
- autokeras
- -
- MOE
- -
License
- autokeras
- Apache-2.0
- MOE
- Licensed under the Apache License, Version 2.0.
Last pushed
- autokeras
- Nov 25, 2025
- MOE
- Mar 24, 2023
Categories
- autokeras
- Developer Tools, Model Training
- MOE
- Model Training
Trust and health
Maintenance
- autokeras
- Slowing (36%)
- MOE
- Archived (8%)
Days since push
- autokeras
- 251d
- MOE
- 1228d
Archived on GitHub
- autokeras
- No
- MOE
- Yes
Open issues (now)
- autokeras
- 161
- MOE
- 175
OSV dependency advisories
- autokeras
- No lockfile (source not queried)
- MOE
- Published findings
Full report
- autokeras
- Trust report
- MOE
- Trust report
Shared compatibility
- Python · autokeras: Python runtime · MOE: Python runtime
Choose autokeras if…
- autokeras is primarily Python; MOE is C++.
- License: autokeras is Apache-2.0, MOE is Other.
- Tags unique to autokeras: autodl, automl, deep-learning, keras.
- Also covers Developer Tools.
- When your project involves deep learning tasks requiring minimal manual intervention in designing models.
When NOT to use autokeras
- When working with Python versions older than 3.7 or TensorFlow versions older than 2.8.0, as AutoKeras is not compatible.
- If your project emphasizes transparent, understandable model architecture over automated generation without human oversight.
Choose MOE if…
- MOE is primarily C++; autokeras is Python.
- License: MOE is Other, autokeras is Apache-2.0.
- Tags unique to MOE: c++, docker, rest server.
- MOE ships Docker support for self-hosted deployment.
- When you require an optimization engine that operates as a global, isolated system through Docker containers.
When NOT to use MOE
- If your team lacks the knowledge or experience to configure and run Docker environments.
- Not suitable for projects where real-time interaction with optimization processes is needed, as MOE focuses on batch processing scenarios.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (keras-team/autokeras) · observed Aug 4, 2026
- GitHub forks (keras-team/autokeras) · observed Aug 4, 2026
- Last push (keras-team/autokeras) · observed Nov 25, 2025
- 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 (YelpArchive/MOE) · observed Aug 4, 2026
- GitHub forks (YelpArchive/MOE) · observed Aug 4, 2026
- Last push (YelpArchive/MOE) · observed Mar 24, 2023
- 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: autokeras 9.3k · MOE 1.3k (synced Aug 4, 2026).
Common questions
- What is the difference between autokeras and MOE?
- autokeras: AutoML library for deep learning. MOE: A global, black box optimization engine for real world metric optimization. See the comparison table for live GitHub stats and shared categories.
- When should I choose autokeras over MOE?
- Choose autokeras over MOE when autokeras is primarily Python; MOE is C++; License: autokeras is Apache-2.0, MOE is Other; Tags unique to autokeras: autodl, automl, deep-learning, keras; Also covers Developer Tools; When your project involves deep learning tasks requiring minimal manual intervention in designing models.
- When should I choose MOE over autokeras?
- Choose MOE over autokeras when MOE is primarily C++; autokeras is Python; License: MOE is Other, autokeras is Apache-2.0; Tags unique to MOE: c++, docker, rest server; MOE ships Docker support for self-hosted deployment; When you require an optimization engine that operates as a global, isolated system through Docker containers.
- When should I avoid autokeras?
- When working with Python versions older than 3.7 or TensorFlow versions older than 2.8.0, as AutoKeras is not compatible. If your project emphasizes transparent, understandable model architecture over automated generation without human oversight.
- When should I avoid MOE?
- If your team lacks the knowledge or experience to configure and run Docker environments. Not suitable for projects where real-time interaction with optimization processes is needed, as MOE focuses on batch processing scenarios.
- Is autokeras or MOE more popular on GitHub?
- autokeras has more GitHub stars (9,328 vs 1,321). Stars measure visibility, not whether either tool fits your constraints.
- Are autokeras and MOE open source?
- Yes - both are open-source projects on GitHub (autokeras: Apache-2.0, MOE: Other).
- Where can I find alternatives to autokeras or MOE?
- GraphCanon lists graph-backed alternatives at autokeras alternatives and MOE alternatives (autokeras markdown twin, MOE 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, autokeras or MOE?
- autokeras: Slowing. MOE: Archived. 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 autokeras and MOE?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: autokeras trust report; MOE trust report.