--- title: "marvin vs awesome" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/prefecthq-marvin-vs-sindresorhus-awesome" tools: ["prefecthq-marvin", "sindresorhus-awesome"] --- # marvin vs awesome *GraphCanon updated Jul 12, 2026* ## Verdict Pick marvin when license: marvin is Apache-2.0, awesome is CC0-1.0; pick awesome when license: awesome is CC0-1.0, marvin is Apache-2.0. [marvin](https://marvin.mintlify.app) reports 6.2k GitHub stars, 404 forks, and 104 open issues, last pushed May 12, 2026. [awesome](https://github.com/sindresorhus/awesome) has 484k stars, 36k forks, and 92 open issues, last pushed Jun 30, 2026. Figures are from public GitHub metadata via [marvin's repository](https://github.com/PrefectHQ/marvin) and [awesome's repository](https://github.com/sindresorhus/awesome). | | [marvin](/tools/prefecthq-marvin.md) | [awesome](/tools/sindresorhus-awesome.md) | | --- | --- | --- | | Tagline | an ambient intelligence library | 😎 Curated list of awesome topics including hardware resources | | Stars | 6,179 | 484,026 | | Forks | 404 | 35,799 | | Open issues | 104 | 92 | | Language | Python | - | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | CC0-1.0 | | Categories | LLM Frameworks, AI Agents | LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [marvin](/tools/prefecthq-marvin.md) | [awesome](/tools/sindresorhus-awesome.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Active (82%) | | Days since push | 59d | 11d | | Open issues (now) | 104 | 92 | | Owner type | Organization | User | | Full report | [trust report](/tools/prefecthq-marvin/trust.md) | [trust report](/tools/sindresorhus-awesome/trust.md) | ## Choose when ### Choose marvin if… - License: marvin is Apache-2.0, awesome is CC0-1.0. - Tags unique to marvin: nli, agents, llm, ai. - Also covers AI Agents. ### Choose awesome if… - License: awesome is CC0-1.0, marvin is Apache-2.0. - Tags unique to awesome: resources, awesome-list. - More GitHub stars (484k vs 6.2k) - visibility, not fit. ## When NOT to use marvin - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. ## When NOT to use awesome - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between marvin and awesome? marvin: an ambient intelligence library. awesome: 😎 Curated list of awesome topics including hardware resources. See the comparison table for live GitHub stats and shared categories. ### When should I choose marvin over awesome? Choose marvin over awesome when License: marvin is Apache-2.0, awesome is CC0-1.0; Tags unique to marvin: nli, agents, llm, ai; Also covers AI Agents. ### When should I choose awesome over marvin? Choose awesome over marvin when License: awesome is CC0-1.0, marvin is Apache-2.0; Tags unique to awesome: resources, awesome-list; More GitHub stars (484k vs 6.2k) - visibility, not fit. ### When should I avoid marvin? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. ### When should I avoid awesome? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is marvin or awesome more popular on GitHub? awesome has more GitHub stars (484,026 vs 6,179). Stars measure visibility, not whether either tool fits your constraints. ### Are marvin and awesome open source? Yes - both are open-source projects on GitHub (marvin: Apache-2.0, awesome: CC0-1.0). ### Where can I find alternatives to marvin or awesome? GraphCanon lists graph-backed alternatives at [marvin alternatives](/tools/prefecthq-marvin/alternatives) and [awesome alternatives](/tools/sindresorhus-awesome/alternatives) ([marvin markdown twin](/tools/prefecthq-marvin/alternatives.md), [awesome markdown twin](/tools/sindresorhus-awesome/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/prefecthq-marvin-vs-sindresorhus-awesome.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, marvin or awesome? marvin: Steady. awesome: 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 marvin and awesome? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [marvin trust report](/tools/prefecthq-marvin/trust); [awesome trust report](/tools/sindresorhus-awesome/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=prefecthq-marvin`](/api/graphcanon/graph?tool=prefecthq-marvin) - 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/_