--- title: "Shuffle vs AutoGPT" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/shuffle-shuffle-vs-significant-gravitas-autogpt" tools: ["shuffle-shuffle", "significant-gravitas-autogpt"] --- # Shuffle vs AutoGPT *GraphCanon updated Sep 20, 2026* ## Verdict Pick Shuffle if shuffle is notable for its strong focus on collaboration and resource sharing within cybersecurity automation; pick AutoGPT if autoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options. [Shuffle](https://shuffler.io) reports 2.4k GitHub stars, 430 forks, and 492 open issues, last pushed Sep 18, 2026. [AutoGPT](https://agpt.co) has 187k stars, 46k forks, and 593 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [Shuffle's repository](https://github.com/Shuffle/Shuffle) and [AutoGPT's repository](https://github.com/Significant-Gravitas/AutoGPT). | | [Shuffle](/tools/shuffle-shuffle.md) | [AutoGPT](/tools/significant-gravitas-autogpt.md) | | --- | --- | --- | | Tagline | A general purpose security automation platform | Accessible AI for everyone, providing tools for focus on what matters | | Stars | 2,440 | 187,424 | | Forks | 430 | 46,006 | | Open issues | 492 | 593 | | Language | JavaScript | Python | | Adopt for | Shuffle is notable for its strong focus on collaboration and resource sharing within cybersecurity automation. | AutoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options. | | Persona | - | - | | Runtime | - | - | | License | AGPL-3.0 | AutoGPT's `autogpt_platform/` component is licensed under Polyform Shield, which is free for personal and internal business use but cannot be sold as a competing hosted service. The `classic/` and all | | Categories | Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Shuffle](/tools/shuffle-shuffle.md) | [AutoGPT](/tools/significant-gravitas-autogpt.md) | | --- | --- | --- | | Open issues (now) | 492 | 593 | | Stars delta | +31 (30d) | +801 (30d) | | Open issues delta | +4 (30d) | +76 (30d) | | Full report | [trust report](/tools/shuffle-shuffle/trust.md) | [trust report](/tools/significant-gravitas-autogpt/trust.md) | ## Decision facts: Shuffle - **Adopt for:** Shuffle is notable for its strong focus on collaboration and resource sharing within cybersecurity automation. ## Decision facts: AutoGPT - **Adopt for:** AutoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options. - **License detail:** AutoGPT's `autogpt_platform/` component is licensed under Polyform Shield, which is free for personal and internal business use but cannot be sold as a competing hosted service. The `classic/` and all ## Choose when ### Choose Shuffle if… - Shuffle is primarily JavaScript; AutoGPT is Python. - License: Shuffle is AGPL-3.0, AutoGPT is Other. - Tags unique to Shuffle: automation, cybersecurity, discord, integrations. - Shuffle ships Docker support for self-hosted deployment. - When there is a need to enhance security workflows through collaborative effort and automated task management. ### Choose AutoGPT if… - AutoGPT is primarily Python; Shuffle is JavaScript. - License: AutoGPT is Other, Shuffle is AGPL-3.0. - Tags unique to AutoGPT: agentic-ai, agents, ai, artificial-intelligence. - Also covers AI Agents. - When you need full control over your infrastructure and data, as self-hosting allows you to run AutoGPT on your own servers. ## When NOT to use Shuffle - If the project requires an open-source friendly licensing model that avoids AGPLv3, as Shuffle's backend is licensed under this more restrictive license compared to some competitors. ## When NOT to use AutoGPT - If you require immediate setup without the need for infrastructure management, as the managed service option is more suitable for quick deployment. - When you are looking for a fully managed solution with built-in model access, as the managed platform handles updates and operations for you. - If you are seeking a paid plan with plan-dependent support, as the self-hosted option relies on community support. ## Common questions ### What is the difference between Shuffle and AutoGPT? Shuffle: A general purpose security automation platform. AutoGPT: Accessible AI for everyone, providing tools for focus on what matters. See the comparison table for live GitHub stats and shared categories. ### When should I choose Shuffle over AutoGPT? Choose Shuffle over AutoGPT when Shuffle is primarily JavaScript; AutoGPT is Python; License: Shuffle is AGPL-3.0, AutoGPT is Other; Tags unique to Shuffle: automation, cybersecurity, discord, integrations; Shuffle ships Docker support for self-hosted deployment; When there is a need to enhance security workflows through collaborative effort and automated task management. ### When should I choose AutoGPT over Shuffle? Choose AutoGPT over Shuffle when AutoGPT is primarily Python; Shuffle is JavaScript; License: AutoGPT is Other, Shuffle is AGPL-3.0; Tags unique to AutoGPT: agentic-ai, agents, ai, artificial-intelligence; Also covers AI Agents; When you need full control over your infrastructure and data, as self-hosting allows you to run AutoGPT on your own servers. ### When should I avoid Shuffle? If the project requires an open-source friendly licensing model that avoids AGPLv3, as Shuffle's backend is licensed under this more restrictive license compared to some competitors. ### When should I avoid AutoGPT? If you require immediate setup without the need for infrastructure management, as the managed service option is more suitable for quick deployment. When you are looking for a fully managed solution with built-in model access, as the managed platform handles updates and operations for you. If you are seeking a paid plan with plan-dependent support, as the self-hosted option relies on community support. ### Is Shuffle or AutoGPT more popular on GitHub? AutoGPT has more GitHub stars (187,424 vs 2,440). Stars measure visibility, not whether either tool fits your constraints. ### Are Shuffle and AutoGPT open source? Yes - both are open-source projects on GitHub (Shuffle: AGPL-3.0, AutoGPT: Other). ### Where can I find alternatives to Shuffle or AutoGPT? GraphCanon lists graph-backed alternatives at [Shuffle alternatives](/tools/shuffle-shuffle/alternatives) and [AutoGPT alternatives](/tools/significant-gravitas-autogpt/alternatives) ([Shuffle markdown twin](/tools/shuffle-shuffle/alternatives.md), [AutoGPT markdown twin](/tools/significant-gravitas-autogpt/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/shuffle-shuffle-vs-significant-gravitas-autogpt.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Shuffle or AutoGPT? Shuffle: Very active. AutoGPT: 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 Shuffle and AutoGPT? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Shuffle trust report](/tools/shuffle-shuffle/trust); [AutoGPT trust report](/tools/significant-gravitas-autogpt/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=shuffle-shuffle`](/api/graphcanon/graph?tool=shuffle-shuffle) - 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/_