--- title: "caveman vs Magick" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/juliusbrussee-caveman-vs-oneirocom-magick" tools: ["juliusbrussee-caveman", "oneirocom-magick"] --- # caveman vs Magick *GraphCanon updated Sep 20, 2026* ## Verdict Pick caveman if caveman reduces token usage by 65% through minimalistic language for coding agents, supporting two sizes and primarily written in Go; pick Magick if magick is a TypeScript-based toolkit focused on the development and fine-tuning of AI agents with integrations for large language models and support for no-code visual scripting. [caveman](https://docs.caveman.so/docs/quickstart) reports 106k GitHub stars, 6.2k forks, and 127 open issues, last pushed Sep 18, 2026. [Magick](https://magickml.com) has 847 stars, 140 forks, and 32 open issues, last pushed Jun 24, 2025. Figures are from public GitHub metadata via [caveman's repository](https://github.com/JuliusBrussee/caveman) and [Magick's repository](https://github.com/Oneirocom/Magick). | | [caveman](/tools/juliusbrussee-caveman.md) | [Magick](/tools/oneirocom-magick.md) | | --- | --- | --- | | Tagline | Reduces token usage by 65% through minimalistic language for coding agents | Cutting-edge toolkit for AI builders | | Stars | 106,401 | 847 | | Forks | 6,165 | 140 | | Open issues | 127 | 32 | | Language | Go | TypeScript | | Adopt for | Caveman reduces token usage by 65% through minimalistic language for coding agents, supporting two sizes and primarily written in Go. | Magick is a TypeScript-based toolkit focused on the development and fine-tuning of AI agents with integrations for large language models and support for no-code visual scripting. | | Persona | - | - | | Runtime | - | - | | License | Caveman operates under a split license: MIT for the skill, Agent SDK, and initializer, and BSL-1.1 for the engine-linked runtime, which converts to Apache-2.0 by 2030 or four years after shipping. | Magick operates under a license that differs from typical open-source licenses. Users need to verify compatibility with their projects' licensing needs. | | Categories | AI Agents, Model Training | AI Agents, Evaluation & Observability, LLM Frameworks, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [caveman](/tools/juliusbrussee-caveman.md) | [Magick](/tools/oneirocom-magick.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 0d | 452d | | Open issues (now) | 127 | 32 | | Stars delta | +8.0k (30d) | +5 (30d) | | Open issues delta | -358 (30d) | 0 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/juliusbrussee-caveman/trust.md) | [trust report](/tools/oneirocom-magick/trust.md) | ## Decision facts: caveman - **Pricing:** freemium - The skill, Agent SDK, and initializer are free under MIT license. Hosting Caveman for third parties requires a commercial license. - **Requirements:** Min 1 GB RAM; Caveman is primarily written in Go and supports two sizes, allowing for flexible deployment. - **Adopt for:** Caveman reduces token usage by 65% through minimalistic language for coding agents, supporting two sizes and primarily written in Go. - **License detail:** Caveman operates under a split license: MIT for the skill, Agent SDK, and initializer, and BSL-1.1 for the engine-linked runtime, which converts to Apache-2.0 by 2030 or four years after shipping. ## Decision facts: Magick - **Pricing:** unknown - No explicit pricing details provided in the repository data, indicating a trial or enterprise model potentially requiring direct inquiries for specific terms. - **Adopt for:** Magick is a TypeScript-based toolkit focused on the development and fine-tuning of AI agents with integrations for large language models and support for no-code visual scripting. - **License detail:** Magick operates under a license that differs from typical open-source licenses. Users need to verify compatibility with their projects' licensing needs. ## Choose when ### Choose caveman if… - caveman is primarily Go; Magick is TypeScript. - Pricing: The skill, Agent SDK, and initializer are free under MIT license. Hosting Caveman for third parties requires a commercial license.. - Requirements: Min 1 GB RAM; Caveman is primarily written in Go and supports two sizes, allowing for flexible deployment.. - Tags unique to caveman: anthropic, caveman, claude, claude-code. - caveman ships Docker support for self-hosted deployment. - When you need to significantly reduce token usage in coding agents, as Caveman can cut usage by 65% through its simplified language style. ### Choose Magick if… - Magick is primarily TypeScript; caveman is Go. - Pricing: No explicit pricing details provided in the repository data, indicating a trial or enterprise model potentially requiring direct inquiries for specific terms.. - Tags unique to Magick: agent, agi, blueprints-visual-scripting, embeddings. - Also covers Evaluation & Observability, LLM Frameworks. - - You are building AI agents or virtual assistants using large language models like Gemini, GPT-3, or GPT-4 that require visual scripting capabilities. ## When NOT to use caveman - If your project requires a fully OSI-approved open-source license, as Caveman's engine-linked runtime is BSL-1.1, which is not OSI-approved until a future date. - When you need a tool that does not involve a trademarked name and logo, as Caveman is trademarked and has specific guidelines for its use. ## When NOT to use Magick - - You are working on projects in a language other than TypeScript or prefer languages known for rapid prototyping without type safety. - - Your team strictly adheres to code-only workflows without interest in visual scripting capabilities provided by tools like node editors and blueprint systems. - - The project requires strict adherence to an open-source license; Magick's licensing is not standard OSS, which can affect integration requirements. ## Common questions ### What is the difference between caveman and Magick? caveman: Reduces token usage by 65% through minimalistic language for coding agents. Magick: Cutting-edge toolkit for AI builders. See the comparison table for live GitHub stats and shared categories. ### When should I choose caveman over Magick? Choose caveman over Magick when caveman is primarily Go; Magick is TypeScript; Pricing: The skill, Agent SDK, and initializer are free under MIT license. Hosting Caveman for third parties requires a commercial license.; Requirements: Min 1 GB RAM; Caveman is primarily written in Go and supports two sizes, allowing for flexible deployment.; Tags unique to caveman: anthropic, caveman, claude, claude-code; caveman ships Docker support for self-hosted deployment; When you need to significantly reduce token usage in coding agents, as Caveman can cut usage by 65% through its simplified language style. ### When should I choose Magick over caveman? Choose Magick over caveman when Magick is primarily TypeScript; caveman is Go; Pricing: No explicit pricing details provided in the repository data, indicating a trial or enterprise model potentially requiring direct inquiries for specific terms.; Tags unique to Magick: agent, agi, blueprints-visual-scripting, embeddings; Also covers Evaluation & Observability, LLM Frameworks; - You are building AI agents or virtual assistants using large language models like Gemini, GPT-3, or GPT-4 that require visual scripting capabilities. ### When should I avoid caveman? If your project requires a fully OSI-approved open-source license, as Caveman's engine-linked runtime is BSL-1.1, which is not OSI-approved until a future date. When you need a tool that does not involve a trademarked name and logo, as Caveman is trademarked and has specific guidelines for its use. ### When should I avoid Magick? - You are working on projects in a language other than TypeScript or prefer languages known for rapid prototyping without type safety. - Your team strictly adheres to code-only workflows without interest in visual scripting capabilities provided by tools like node editors and blueprint systems. - The project requires strict adherence to an open-source license; Magick's licensing is not standard OSS, which can affect integration requirements. ### Is caveman or Magick more popular on GitHub? caveman has more GitHub stars (106,401 vs 847). Stars measure visibility, not whether either tool fits your constraints. ### Are caveman and Magick open source? Yes - both are open-source projects on GitHub (caveman: Other, Magick: Other). ### Where can I find alternatives to caveman or Magick? GraphCanon lists graph-backed alternatives at [caveman alternatives](/tools/juliusbrussee-caveman/alternatives) and [Magick alternatives](/tools/oneirocom-magick/alternatives) ([caveman markdown twin](/tools/juliusbrussee-caveman/alternatives.md), [Magick markdown twin](/tools/oneirocom-magick/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/juliusbrussee-caveman-vs-oneirocom-magick.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, caveman or Magick? caveman: Very active. Magick: 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 caveman and Magick? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [caveman trust report](/tools/juliusbrussee-caveman/trust); [Magick trust report](/tools/oneirocom-magick/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=juliusbrussee-caveman`](/api/graphcanon/graph?tool=juliusbrussee-caveman) - 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/_