--- title: "airunner vs scikit-learn" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/capsize-games-airunner-vs-scikit-learn-scikit-learn" tools: ["capsize-games-airunner", "scikit-learn-scikit-learn"] --- # airunner vs scikit-learn *GraphCanon updated Jul 12, 2026* ## Verdict Pick airunner when license: airunner is GPL-3.0, scikit-learn is BSD-3-Clause; pick scikit-learn when license: scikit-learn is BSD-3-Clause, airunner is GPL-3.0. [airunner](https://airunner.capsizegames.com) reports 1.3k GitHub stars, 99 forks, and 5 open issues, last pushed Jul 8, 2026. [scikit-learn](https://scikit-learn.org) has 67k stars, 27k forks, and 2.1k open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [airunner's repository](https://github.com/Capsize-Games/airunner) and [scikit-learn's repository](https://github.com/scikit-learn/scikit-learn). | | [airunner](/tools/capsize-games-airunner.md) | [scikit-learn](/tools/scikit-learn-scikit-learn.md) | | --- | --- | --- | | Tagline | Offline inference engine for art, real-time voice conversations, LLM powered chatbots and automated workflows | scikit-learn: machine learning in Python | | Stars | 1,312 | 66,693 | | Forks | 99 | 27,170 | | Open issues | 5 | 2,102 | | Language | Python | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | GPL-3.0 | BSD-3-Clause | | Categories | Computer Vision, Evaluation & Observability, Inference & Serving, Speech & Audio | Computer Vision, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [airunner](/tools/capsize-games-airunner.md) | [scikit-learn](/tools/scikit-learn-scikit-learn.md) | | --- | --- | --- | | Days since push | 3d | 0d | | Open issues (now) | 5 | 2.1k | | Full report | [trust report](/tools/capsize-games-airunner/trust.md) | [trust report](/tools/scikit-learn-scikit-learn/trust.md) | ## Shared compatibility - **Python**: [airunner](/tools/capsize-games-airunner.md) - Python runtime; [scikit-learn](/tools/scikit-learn-scikit-learn.md) - Python runtime ## Choose when ### Choose airunner if… - License: airunner is GPL-3.0, scikit-learn is BSD-3-Clause. - Tags unique to airunner: ai-art, chatbot, deep-learning, image-generation. - Also covers Inference & Serving, Speech & Audio. - airunner ships Docker support for self-hosted deployment. ### Choose scikit-learn if… - License: scikit-learn is BSD-3-Clause, airunner is GPL-3.0. - Tags unique to scikit-learn: data-analysis, data-science, machine-learning, python. - More GitHub stars (67k vs 1.3k) - visibility, not fit. ## When NOT to use airunner - Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ## When NOT to use scikit-learn - Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. ## Common questions ### What is the difference between airunner and scikit-learn? airunner: Offline inference engine for art, real-time voice conversations, LLM powered chatbots and automated workflows. scikit-learn: scikit-learn: machine learning in Python. See the comparison table for live GitHub stats and shared categories. ### When should I choose airunner over scikit-learn? Choose airunner over scikit-learn when License: airunner is GPL-3.0, scikit-learn is BSD-3-Clause; Tags unique to airunner: ai-art, chatbot, deep-learning, image-generation; Also covers Inference & Serving, Speech & Audio; airunner ships Docker support for self-hosted deployment. ### When should I choose scikit-learn over airunner? Choose scikit-learn over airunner when License: scikit-learn is BSD-3-Clause, airunner is GPL-3.0; Tags unique to scikit-learn: data-analysis, data-science, machine-learning, python; More GitHub stars (67k vs 1.3k) - visibility, not fit. ### When should I avoid airunner? Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ### When should I avoid scikit-learn? Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. ### Is airunner or scikit-learn more popular on GitHub? scikit-learn has more GitHub stars (66,693 vs 1,312). Stars measure visibility, not whether either tool fits your constraints. ### Are airunner and scikit-learn open source? Yes - both are open-source projects on GitHub (airunner: GPL-3.0, scikit-learn: BSD-3-Clause). ### Where can I find alternatives to airunner or scikit-learn? GraphCanon lists graph-backed alternatives at [airunner alternatives](/tools/capsize-games-airunner/alternatives) and [scikit-learn alternatives](/tools/scikit-learn-scikit-learn/alternatives) ([airunner markdown twin](/tools/capsize-games-airunner/alternatives.md), [scikit-learn markdown twin](/tools/scikit-learn-scikit-learn/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/capsize-games-airunner-vs-scikit-learn-scikit-learn.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, airunner or scikit-learn? airunner: Very active. scikit-learn: Very active. 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 airunner and scikit-learn? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [airunner trust report](/tools/capsize-games-airunner/trust); [scikit-learn trust report](/tools/scikit-learn-scikit-learn/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=capsize-games-airunner`](/api/graphcanon/graph?tool=capsize-games-airunner) - 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/_