--- title: "keras vs modelfox" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/keras-team-keras-vs-modelfoxdotdev-modelfox" tools: ["keras-team-keras", "modelfoxdotdev-modelfox"] --- # keras vs modelfox *GraphCanon updated Jul 12, 2026* ## Verdict Pick keras when keras is primarily Python; modelfox is Rust; pick modelfox when modelfox is primarily Rust; keras is Python. [keras](http://keras.io/) reports 64k GitHub stars, 20k forks, and 228 open issues, last pushed Jul 7, 2026. [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 [keras's repository](https://github.com/keras-team/keras) and [modelfox's repository](https://github.com/modelfoxdotdev/modelfox). | | [keras](/tools/keras-team-keras.md) | [modelfox](/tools/modelfoxdotdev-modelfox.md) | | --- | --- | --- | | Tagline | Deep Learning for humans | ModelFox makes it easy to train, deploy, and monitor machine learning models. | | Stars | 64,191 | 1,468 | | Forks | 19,752 | 64 | | Open issues | 228 | 39 | | Language | Python | Rust | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Other | | Categories | Model Training | Developer Tools, Inference & Serving, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [keras](/tools/keras-team-keras.md) | [modelfox](/tools/modelfoxdotdev-modelfox.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 4d | 708d | | Open issues (now) | 228 | 39 | | Security scan | No criticals | No lockfile | | Full report | [trust report](/tools/keras-team-keras/trust.md) | [trust report](/tools/modelfoxdotdev-modelfox/trust.md) | ## Choose when ### Choose keras if… - keras is primarily Python; modelfox is Rust. - License: keras is Apache-2.0, modelfox is Other. - Tags unique to keras: data-science, deep-learning, jax, machine-learning. ### Choose modelfox if… - modelfox is primarily Rust; keras is Python. - License: modelfox is Other, keras is Apache-2.0. - Tags unique to modelfox: automl, developer-tools, elixir, elixir-lang. - Also covers Developer Tools, Inference & Serving. ## When NOT to use keras - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ## When NOT to use modelfox - Last GitHub push was 708 days ago (dormant maintenance, Aug 2, 2024). Validate activity before betting a new project on modelfox. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ## Common questions ### What is the difference between keras and modelfox? keras: Deep Learning for humans. modelfox: ModelFox makes it easy to train, deploy, and monitor machine learning models.. See the comparison table for live GitHub stats and shared categories. ### When should I choose keras over modelfox? Choose keras over modelfox when keras is primarily Python; modelfox is Rust; License: keras is Apache-2.0, modelfox is Other; Tags unique to keras: data-science, deep-learning, jax, machine-learning. ### When should I choose modelfox over keras? Choose modelfox over keras when modelfox is primarily Rust; keras is Python; License: modelfox is Other, keras is Apache-2.0; Tags unique to modelfox: automl, developer-tools, elixir, elixir-lang; Also covers Developer Tools, Inference & Serving. ### When should I avoid keras? Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ### When should I avoid modelfox? Last GitHub push was 708 days ago (dormant maintenance, Aug 2, 2024). Validate activity before betting a new project on modelfox. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ### Is keras or modelfox more popular on GitHub? keras has more GitHub stars (64,191 vs 1,468). Stars measure visibility, not whether either tool fits your constraints. ### Are keras and modelfox open source? Yes - both are open-source projects on GitHub (keras: Apache-2.0, modelfox: Other). ### Where can I find alternatives to keras or modelfox? GraphCanon lists graph-backed alternatives at [keras alternatives](/tools/keras-team-keras/alternatives) and [modelfox alternatives](/tools/modelfoxdotdev-modelfox/alternatives) ([keras markdown twin](/tools/keras-team-keras/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/keras-team-keras-vs-modelfoxdotdev-modelfox.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, keras or modelfox? keras: Very active. 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 keras and modelfox? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [keras trust report](/tools/keras-team-keras/trust); [modelfox trust report](/tools/modelfoxdotdev-modelfox/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=keras-team-keras`](/api/graphcanon/graph?tool=keras-team-keras) - 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/_