--- title: "automl-gs vs modelfox" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/minimaxir-automl-gs-vs-modelfoxdotdev-modelfox" tools: ["minimaxir-automl-gs", "modelfoxdotdev-modelfox"] --- # automl-gs vs modelfox *GraphCanon updated Aug 4, 2026* ## 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. [automl-gs](https://github.com/minimaxir/automl-gs) reports 1.9k GitHub stars, 181 forks, and 28 open issues, last pushed Oct 22, 2019. [modelfox](https://github.com/modelfoxdotdev/modelfox) has 1.5k stars, 64 forks, and 39 open issues, last pushed Aug 2, 2024. Figures are from public GitHub metadata via [automl-gs's repository](https://github.com/minimaxir/automl-gs) and [modelfox's repository](https://github.com/modelfoxdotdev/modelfox). | | [automl-gs](/tools/minimaxir-automl-gs.md) | [modelfox](/tools/modelfoxdotdev-modelfox.md) | | --- | --- | --- | | Tagline | Automatically generate machine-learning models and code with input CSV and target field | ModelFox simplifies machine learning model training and deployment. | | Stars | 1,869 | 1,467 | | Forks | 181 | 64 | | Open issues | 28 | 39 | | Language | Python | Rust | | Adopt for | automl-gs: Python tool for automated machine-learning model creation from CSV data | ModelFox streamlines ML model training and deployment with support for multiple programming languages like Rust, Python, Elixir, Go, JavaScript, and Ruby. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT licensed with restrictions on the 'crates/app' directory for production use, requiring a paid license. | | Categories | Data & Retrieval, Model Training | Developer Tools, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [automl-gs](/tools/minimaxir-automl-gs.md) | [modelfox](/tools/modelfoxdotdev-modelfox.md) | | --- | --- | --- | | Days since push | 2477d | 731d | | Open issues (now) | 28 | 39 | | Owner type | User | Organization | | Full report | [trust report](/tools/minimaxir-automl-gs/trust.md) | [trust report](/tools/modelfoxdotdev-modelfox/trust.md) | ## Decision facts: automl-gs - **Adopt for:** automl-gs: Python tool for automated machine-learning model creation from CSV data ## Decision facts: modelfox - **Pricing:** freemium - Free to test, requires paid licenses for production deployment of certain components. - **Adopt for:** ModelFox streamlines ML model training and deployment with support for multiple programming languages like Rust, Python, Elixir, Go, JavaScript, and Ruby. - **License detail:** MIT licensed with restrictions on the 'crates/app' directory for production use, requiring a paid license. ## Choose when ### 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 ### 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 automl-gs - Complex feature engineering or non-standard data inputs required - Sensitive about licensing of the generated code ## 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 ## 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](/tools/minimaxir-automl-gs/alternatives) and [modelfox alternatives](/tools/modelfoxdotdev-modelfox/alternatives) ([automl-gs markdown twin](/tools/minimaxir-automl-gs/alternatives.md), [modelfox markdown twin](/tools/modelfoxdotdev-modelfox/alternatives.md)), 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](/compare/minimaxir-automl-gs-vs-modelfoxdotdev-modelfox.md) 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](/tools/minimaxir-automl-gs/trust); [modelfox trust report](/tools/modelfoxdotdev-modelfox/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=minimaxir-automl-gs`](/api/graphcanon/graph?tool=minimaxir-automl-gs) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_