--- title: "Lumos vs gpt_academic" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/andrewnguonly-lumos-vs-binary-husky-gpt-academic" tools: ["andrewnguonly-lumos", "binary-husky-gpt-academic"] --- # Lumos vs gpt_academic *GraphCanon updated Jul 15, 2026* ## Verdict Pick Lumos when lumos is primarily TypeScript; gpt_academic is Python; pick gpt_academic when gpt_academic is primarily Python; Lumos is TypeScript. [Lumos](https://github.com/andrewnguonly/Lumos) reports 1.5k GitHub stars, 111 forks, and 24 open issues, last pushed Jan 26, 2025. [gpt_academic](https://github.com/binary-husky/gpt_academic/wiki/online) has 71k stars, 8.3k forks, and 329 open issues, last pushed Jan 25, 2026. Figures are from public GitHub metadata via [Lumos's repository](https://github.com/andrewnguonly/Lumos) and [gpt_academic's repository](https://github.com/binary-husky/gpt_academic). | | [Lumos](/tools/andrewnguonly-lumos.md) | [gpt_academic](/tools/binary-husky-gpt-academic.md) | | --- | --- | --- | | Tagline | A RAG LLM co-pilot for browsing the web, powered by local LLMs | 提供实用化交互接口，优化论文阅读/润色/写作体验 | | Stars | 1,515 | 71,056 | | Forks | 111 | 8,350 | | Open issues | 24 | 329 | | Language | TypeScript | Python | | Adopt for | - | gpt_academic专为增强与GPT/GLM等大语言模型的交互，优化论文写作、润色和阅读体验。它支持自定义模块、多种LLM接入，并且拥有PDF/LaTeX文档处理功能。 | | Persona | - | - | | Runtime | - | - | | License | MIT | 使用GPL-3.0许可证，这意味着你可以自由地运行、学习、分享和修改这个软件，但是如果你在分发含gpt_academic的程序时，你必须公开整个程序源代码且采用同为GPL许可证 | | Categories | Developer Tools, Inference & Serving, LLM Frameworks | Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Lumos](/tools/andrewnguonly-lumos.md) | [gpt_academic](/tools/binary-husky-gpt-academic.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Slowing (36%) | | Days since push | 534d | 166d | | Open issues (now) | 24 | 329 | | Full report | [trust report](/tools/andrewnguonly-lumos/trust.md) | [trust report](/tools/binary-husky-gpt-academic/trust.md) | ## Decision facts: gpt_academic - **Pricing:** freemium - **Requirements:** Min 8 GB RAM; 依赖Python环境 - **Adopt for:** gpt_academic专为增强与GPT/GLM等大语言模型的交互，优化论文写作、润色和阅读体验。它支持自定义模块、多种LLM接入，并且拥有PDF/LaTeX文档处理功能。 - **License detail:** 使用GPL-3.0许可证，这意味着你可以自由地运行、学习、分享和修改这个软件，但是如果你在分发含gpt_academic的程序时，你必须公开整个程序源代码且采用同为GPL许可证 ## Choose when ### Choose Lumos if… - Lumos is primarily TypeScript; gpt_academic is Python. - License: Lumos is MIT, gpt_academic is GPL-3.0. - Tags unique to Lumos: chrome-extension, langchain, langchain-js, llm. - Also covers Inference & Serving. ### Choose gpt_academic if… - gpt_academic is primarily Python; Lumos is TypeScript. - License: gpt_academic is GPL-3.0, Lumos is MIT. - Requirements: Min 8 GB RAM; 依赖Python环境. - Tags unique to gpt_academic: academic, chatglm-6b, chatgpt, gpt-4. - gpt_academic ships Docker support for self-hosted deployment. - 需要使用GPT或GLM大语言模型进行高效的学术论文相关任务时 ## When NOT to use Lumos - Last GitHub push was 535 days ago (dormant maintenance, Jan 26, 2025). Validate activity before betting a new project on Lumos. - 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. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## When NOT to use gpt_academic - Last GitHub push was 171 days ago (slowing maintenance, Jan 25, 2026). Validate activity before betting a new project on gpt_academic. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - 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 Lumos and gpt_academic? Lumos: A RAG LLM co-pilot for browsing the web, powered by local LLMs. gpt_academic: 提供实用化交互接口，优化论文阅读/润色/写作体验. See the comparison table for live GitHub stats and shared categories. ### When should I choose Lumos over gpt_academic? Choose Lumos over gpt_academic when Lumos is primarily TypeScript; gpt_academic is Python; License: Lumos is MIT, gpt_academic is GPL-3.0; Tags unique to Lumos: chrome-extension, langchain, langchain-js, llm; Also covers Inference & Serving. ### When should I choose gpt_academic over Lumos? Choose gpt_academic over Lumos when gpt_academic is primarily Python; Lumos is TypeScript; License: gpt_academic is GPL-3.0, Lumos is MIT; Requirements: Min 8 GB RAM; 依赖Python环境; Tags unique to gpt_academic: academic, chatglm-6b, chatgpt, gpt-4; gpt_academic ships Docker support for self-hosted deployment; 需要使用GPT或GLM大语言模型进行高效的学术论文相关任务时. ### When should I avoid Lumos? Last GitHub push was 535 days ago (dormant maintenance, Jan 26, 2025). Validate activity before betting a new project on Lumos. 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. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### When should I avoid gpt_academic? Last GitHub push was 171 days ago (slowing maintenance, Jan 25, 2026). Validate activity before betting a new project on gpt_academic. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is Lumos or gpt_academic more popular on GitHub? gpt_academic has more GitHub stars (71,056 vs 1,515). Stars measure visibility, not whether either tool fits your constraints. ### Are Lumos and gpt_academic open source? Yes - both are open-source projects on GitHub (Lumos: MIT, gpt_academic: GPL-3.0). ### Where can I find alternatives to Lumos or gpt_academic? GraphCanon lists graph-backed alternatives at [Lumos alternatives](/tools/andrewnguonly-lumos/alternatives) and [gpt_academic alternatives](/tools/binary-husky-gpt-academic/alternatives) ([Lumos markdown twin](/tools/andrewnguonly-lumos/alternatives.md), [gpt_academic markdown twin](/tools/binary-husky-gpt-academic/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/andrewnguonly-lumos-vs-binary-husky-gpt-academic.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Lumos or gpt_academic? Lumos: Dormant. gpt_academic: Slowing. 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 Lumos and gpt_academic? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Lumos trust report](/tools/andrewnguonly-lumos/trust); [gpt_academic trust report](/tools/binary-husky-gpt-academic/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=andrewnguonly-lumos`](/api/graphcanon/graph?tool=andrewnguonly-lumos) - 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/_