Comparison
automl-gs vs modelfox
Verdict
Pick automl-gs if automl-gs: Python tool for automated machine-learning model creation from CSV data; 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 · automl-gs alternatives · modelfox alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | automl-gs | modelfox |
|---|---|---|
| Maintenance | Dormant (2477d since push) As of 2w · github_public_v1 | Dormant (731d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | Published findings 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
- automl-gs
- Automatically generate machine-learning models and code with input CSV and target field
- modelfox
- ModelFox simplifies machine learning model training and deployment.
Stars
- automl-gs
- 1.9k
- modelfox
- 1.5k
Forks
- automl-gs
- 181
- modelfox
- 64
Open issues
- automl-gs
- 28
- modelfox
- 39
Language
- automl-gs
- Python
- modelfox
- Rust
Adopt for
- automl-gs
- automl-gs: Python tool for automated machine-learning model creation from CSV data
- modelfox
- ModelFox streamlines ML model training and deployment with support for multiple programming languages like Rust, Python, Elixir, Go, JavaScript, and Ruby.
Persona
- automl-gs
- -
- modelfox
- -
Runtime
- automl-gs
- -
- modelfox
- -
License
- automl-gs
- MIT
- modelfox
- MIT licensed with restrictions on the 'crates/app' directory for production use, requiring a paid license.
Last pushed
- automl-gs
- Oct 22, 2019
- modelfox
- Aug 2, 2024
Categories
- automl-gs
- Data & Retrieval, Model Training
- modelfox
- Developer Tools, Model Training
Trust and health
Days since push
- automl-gs
- 2477d
- modelfox
- 731d
Open issues (now)
- automl-gs
- 28
- modelfox
- 39
Owner type
- automl-gs
- User
- modelfox
- Organization
OSV dependency advisories
- automl-gs
- Published findings
- modelfox
- No lockfile (source not queried)
Full report
- automl-gs
- Trust report
- modelfox
- Trust report
Choose automl-gs if…
- automl-gs is primarily Python; modelfox is Rust.
- License: automl-gs is MIT, modelfox is Other.
- Tags unique to automl-gs: keras, python, tensorflow, xgboost.
- Also covers Data & Retrieval.
- Need to rapidly prototype models with limited ML expertise
When NOT to use automl-gs
- Complex feature engineering or non-standard data inputs required
- Sensitive about licensing of the generated code
Choose modelfox if…
- modelfox is primarily Rust; automl-gs is Python.
- License: modelfox is Other, automl-gs is MIT.
- Pricing: Free to test, requires paid licenses for production deployment of certain components..
- Tags unique to modelfox: elixir-lang, golang, javascript, mlops.
- Also covers Developer Tools.
- 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 (minimaxir/automl-gs) · observed Aug 4, 2026
- GitHub forks (minimaxir/automl-gs) · observed Aug 4, 2026
- Last push (minimaxir/automl-gs) · observed Oct 22, 2019
- License file (MIT) · 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: automl-gs 1.9k · modelfox 1.5k (synced Aug 4, 2026).
Common questions
- What is the difference between automl-gs and modelfox?
- automl-gs: Automatically generate machine-learning models and code with input CSV and target field. modelfox: ModelFox simplifies machine learning model training and deployment.. See the comparison table for live GitHub stats and shared categories.
- When should I choose automl-gs over modelfox?
- Choose automl-gs over modelfox when automl-gs is primarily Python; modelfox is Rust; License: automl-gs is MIT, modelfox is Other; Tags unique to automl-gs: keras, python, tensorflow, xgboost; Also covers Data & Retrieval; Need to rapidly prototype models with limited ML expertise.
- When should I choose modelfox over automl-gs?
- Choose modelfox over automl-gs when modelfox is primarily Rust; automl-gs is Python; License: modelfox is Other, automl-gs is MIT; Pricing: Free to test, requires paid licenses for production deployment of certain components.; Tags unique to modelfox: elixir-lang, golang, javascript, mlops; Also covers Developer Tools; 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 automl-gs?
- Complex feature engineering or non-standard data inputs required Sensitive about licensing of the generated code
- 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 automl-gs or modelfox more popular on GitHub?
- automl-gs has more GitHub stars (1,869 vs 1,467). Stars measure visibility, not whether either tool fits your constraints.
- Are automl-gs and modelfox open source?
- Yes - both are open-source projects on GitHub (automl-gs: MIT, modelfox: Other).
- Where can I find alternatives to automl-gs or modelfox?
- GraphCanon lists graph-backed alternatives at automl-gs alternatives and modelfox alternatives (automl-gs 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, automl-gs or modelfox?
- automl-gs: Dormant. 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 automl-gs and modelfox?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: automl-gs trust report; modelfox trust report.