Comparison
autokeras vs modelfox
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 modelfox if modelFox streamlines ML model training and deployment with support for multiple programming languages like Rust, Python, Elixir, Go, JavaScript, and Ruby.
Markdown twin · autokeras alternatives · modelfox alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | autokeras | modelfox |
|---|---|---|
| Maintenance | Slowing (251d since push) As of 3w · github_public_v1 | Dormant (731d 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 | 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
- autokeras
- AutoML library for deep learning
- modelfox
- ModelFox simplifies machine learning model training and deployment.
Stars
- autokeras
- 9.3k
- modelfox
- 1.5k
Forks
- autokeras
- 1.4k
- modelfox
- 64
Open issues
- autokeras
- 161
- modelfox
- 39
Language
- autokeras
- Python
- modelfox
- Rust
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+.
- modelfox
- ModelFox streamlines ML model training and deployment with support for multiple programming languages like Rust, Python, Elixir, Go, JavaScript, and Ruby.
Persona
- autokeras
- -
- modelfox
- -
Runtime
- autokeras
- -
- modelfox
- -
License
- autokeras
- Apache-2.0
- modelfox
- MIT licensed with restrictions on the 'crates/app' directory for production use, requiring a paid license.
Last pushed
- autokeras
- Nov 25, 2025
- modelfox
- Aug 2, 2024
Categories
- autokeras
- Developer Tools, Model Training
- modelfox
- Developer Tools, Model Training
Trust and health
Maintenance
- autokeras
- Slowing (36%)
- modelfox
- Dormant (18%)
Days since push
- autokeras
- 251d
- modelfox
- 731d
Open issues (now)
- autokeras
- 161
- modelfox
- 39
Full report
- autokeras
- Trust report
- modelfox
- Trust report
Choose autokeras if…
- autokeras is primarily Python; modelfox is Rust.
- License: autokeras is Apache-2.0, modelfox is Other.
- Tags unique to autokeras: autodl, deep-learning, keras, neural-architecture-search.
- 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 modelfox if…
- modelfox is primarily Rust; autokeras is Python.
- License: modelfox is Other, autokeras is Apache-2.0.
- Pricing: Free to test, requires paid licenses for production deployment of certain components..
- Tags unique to modelfox: elixir-lang, golang, javascript, mlops.
- If you are looking to integrate machine learning models across a variety of programming environments such as Rust or JavaScript without the complexity of language-specific frameworks
When NOT to use modelfox
- If you require open-source licensing for all components without exceptions since some parts like the crates/app directory need a paid license for production use
- For projects that specifically avoid Rust as their primary language or environment, as ModelFox primarily leverages Rust and its ecosystem
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 (modelfoxdotdev/modelfox) · observed Aug 3, 2026
- GitHub forks (modelfoxdotdev/modelfox) · observed Aug 3, 2026
- Last push (modelfoxdotdev/modelfox) · observed Aug 2, 2024
- License file (Other) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: autokeras 9.3k · modelfox 1.5k (synced Aug 4, 2026).
Common questions
- What is the difference between autokeras and modelfox?
- autokeras: AutoML library for deep learning. modelfox: ModelFox simplifies machine learning model training and deployment.. See the comparison table for live GitHub stats and shared categories.
- When should I choose autokeras over modelfox?
- Choose autokeras over modelfox when autokeras is primarily Python; modelfox is Rust; License: autokeras is Apache-2.0, modelfox is Other; Tags unique to autokeras: autodl, deep-learning, keras, neural-architecture-search; When your project involves deep learning tasks requiring minimal manual intervention in designing models.
- When should I choose modelfox over autokeras?
- Choose modelfox over autokeras when modelfox is primarily Rust; autokeras is Python; License: modelfox is Other, autokeras is Apache-2.0; Pricing: Free to test, requires paid licenses for production deployment of certain components.; Tags unique to modelfox: elixir-lang, golang, javascript, mlops; If you are looking to integrate machine learning models across a variety of programming environments such as Rust or JavaScript without the complexity of language-specific frameworks.
- 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 modelfox?
- If you require open-source licensing for all components without exceptions since some parts like the crates/app directory need a paid license for production use For projects that specifically avoid Rust as their primary language or environment, as ModelFox primarily leverages Rust and its ecosystem
- Is autokeras or modelfox more popular on GitHub?
- autokeras has more GitHub stars (9,328 vs 1,467). Stars measure visibility, not whether either tool fits your constraints.
- Are autokeras and modelfox open source?
- Yes - both are open-source projects on GitHub (autokeras: Apache-2.0, modelfox: Other).
- Where can I find alternatives to autokeras or modelfox?
- GraphCanon lists graph-backed alternatives at autokeras alternatives and modelfox alternatives (autokeras markdown twin, modelfox 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 modelfox?
- autokeras: Slowing. modelfox: 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 autokeras and modelfox?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: autokeras trust report; modelfox trust report.