--- title: "gpt_academic vs TranslateBooksWithLLMs" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/binary-husky-gpt-academic-vs-hydropix-translatebookswithllms" tools: ["binary-husky-gpt-academic", "hydropix-translatebookswithllms"] --- # gpt_academic vs TranslateBooksWithLLMs *GraphCanon updated Sep 20, 2026* ## Verdict Pick gpt_academic if gpt_academic is a modular interface for GPT and GLM LLMs, tailored for academic tasks such as paper translation, summarization, and writing assistance. It supports customization through plugins and buttons and can be set; pick TranslateBooksWithLLMs if translateBooksWithLLMs leverages LLMs to translate books and documents preserving formatting with no file size limits. [gpt_academic](https://github.com/binary-husky/gpt_academic/wiki/online) reports 71k GitHub stars, 8.3k forks, and 332 open issues, last pushed Jan 25, 2026. [TranslateBooksWithLLMs](https://github.com/hydropix/TranslateBooksWithLLMs/wiki) has 2.4k stars, 319 forks, and 25 open issues, last pushed Sep 17, 2026. Figures are from public GitHub metadata via [gpt_academic's repository](https://github.com/binary-husky/gpt_academic) and [TranslateBooksWithLLMs's repository](https://github.com/hydropix/TranslateBooksWithLLMs). | | [gpt_academic](/tools/binary-husky-gpt-academic.md) | [TranslateBooksWithLLMs](/tools/hydropix-translatebookswithllms.md) | | --- | --- | --- | | Tagline | Provides practical interaction interfaces for GPT/GLM LLMs, optimized for academic paper reading, polishing, and writing. | Translate full-length books and documents with preservation of formatting and no file size limits | | Stars | 71,361 | 2,424 | | Forks | 8,317 | 319 | | Open issues | 332 | 25 | | Language | Python | Python | | Adopt for | gpt_academic is a modular interface for GPT and GLM LLMs, tailored for academic tasks such as paper translation, summarization, and writing assistance. It supports customization through plugins and buttons and can be set | TranslateBooksWithLLMs leverages LLMs to translate books and documents preserving formatting with no file size limits. | | Persona | - | - | | Runtime | - | - | | License | GPL-3.0 | AGPL-3.0 | | Categories | Inference & Serving, LLM Frameworks | Inference & Serving, LLM Frameworks, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [gpt_academic](/tools/binary-husky-gpt-academic.md) | [TranslateBooksWithLLMs](/tools/hydropix-translatebookswithllms.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 235d | 2d | | Open issues (now) | 332 | 25 | | Stars delta | +165 (30d) | +149 (30d) | | Open issues delta | +2 (30d) | +3 (30d) | | Full report | [trust report](/tools/binary-husky-gpt-academic/trust.md) | [trust report](/tools/hydropix-translatebookswithllms/trust.md) | ## Decision facts: gpt_academic - **Requirements:** Requires Docker; Supports deployment via Docker, which can be configured for different use cases, including full project capabilities, online models only, or online models plus蔺 - **Adopt for:** gpt_academic is a modular interface for GPT and GLM LLMs, tailored for academic tasks such as paper translation, summarization, and writing assistance. It supports customization through plugins and buttons and can be set - **License detail:** GPL-3.0 ## Decision facts: TranslateBooksWithLLMs - **Adopt for:** TranslateBooksWithLLMs leverages LLMs to translate books and documents preserving formatting with no file size limits. ## Choose when ### Choose gpt_academic if… - License: gpt_academic is GPL-3.0, TranslateBooksWithLLMs is AGPL-3.0. - Requirements: Requires Docker; Supports deployment via Docker, which can be configured for different use cases, including full project capabilities, online models only, or online models plus蔺. - Tags unique to gpt_academic: academic, chatglm-6b, chatgpt, gpt-4. - When you need a tool specifically optimized for academic tasks like paper translation, summarization, and writing assistance. ### Choose TranslateBooksWithLLMs if… - License: TranslateBooksWithLLMs is AGPL-3.0, gpt_academic is GPL-3.0. - Tags unique to TranslateBooksWithLLMs: docx, epub, gemini, local-llm. - Also covers Model Training. - When high-quality translations of large books with complex formatting are required, as it uses advanced LLMs like Ollama for precise translation without constraints on document size or layout. ## When NOT to use gpt_academic - If your project does not involve academic tasks such as paper reading, polishing, or writing. - When you need a solution that does not support customization through plugins and buttons or does not offer deployment via Docker or Python. ## When NOT to use TranslateBooksWithLLMs - Avoid if real-time API access to specific AI services such as Gemini, Mistral, Poe, OpenRouter, or Ollama is not available since these are integral for the tool's operation. - If translations are needed without the GNU AGPL-3.0 license obligations, alternative tools might be preferable due to this tool’s licensing. ## Common questions ### What is the difference between gpt_academic and TranslateBooksWithLLMs? gpt_academic: Provides practical interaction interfaces for GPT/GLM LLMs, optimized for academic paper reading, polishing, and writing.. TranslateBooksWithLLMs: Translate full-length books and documents with preservation of formatting and no file size limits. See the comparison table for live GitHub stats and shared categories. ### When should I choose gpt_academic over TranslateBooksWithLLMs? Choose gpt_academic over TranslateBooksWithLLMs when License: gpt_academic is GPL-3.0, TranslateBooksWithLLMs is AGPL-3.0; Requirements: Requires Docker; Supports deployment via Docker, which can be configured for different use cases, including full project capabilities, online models only, or online models plus蔺; Tags unique to gpt_academic: academic, chatglm-6b, chatgpt, gpt-4; When you need a tool specifically optimized for academic tasks like paper translation, summarization, and writing assistance. ### When should I choose TranslateBooksWithLLMs over gpt_academic? Choose TranslateBooksWithLLMs over gpt_academic when License: TranslateBooksWithLLMs is AGPL-3.0, gpt_academic is GPL-3.0; Tags unique to TranslateBooksWithLLMs: docx, epub, gemini, local-llm; Also covers Model Training; When high-quality translations of large books with complex formatting are required, as it uses advanced LLMs like Ollama for precise translation without constraints on document size or layout. ### When should I avoid gpt_academic? If your project does not involve academic tasks such as paper reading, polishing, or writing. When you need a solution that does not support customization through plugins and buttons or does not offer deployment via Docker or Python. ### When should I avoid TranslateBooksWithLLMs? Avoid if real-time API access to specific AI services such as Gemini, Mistral, Poe, OpenRouter, or Ollama is not available since these are integral for the tool's operation. If translations are needed without the GNU AGPL-3.0 license obligations, alternative tools might be preferable due to this tool’s licensing. ### Is gpt_academic or TranslateBooksWithLLMs more popular on GitHub? gpt_academic has more GitHub stars (71,361 vs 2,424). Stars measure visibility, not whether either tool fits your constraints. ### Are gpt_academic and TranslateBooksWithLLMs open source? Yes - both are open-source projects on GitHub (gpt_academic: GPL-3.0, TranslateBooksWithLLMs: AGPL-3.0). ### Where can I find alternatives to gpt_academic or TranslateBooksWithLLMs? GraphCanon lists graph-backed alternatives at [gpt_academic alternatives](/tools/binary-husky-gpt-academic/alternatives) and [TranslateBooksWithLLMs alternatives](/tools/hydropix-translatebookswithllms/alternatives) ([gpt_academic markdown twin](/tools/binary-husky-gpt-academic/alternatives.md), [TranslateBooksWithLLMs markdown twin](/tools/hydropix-translatebookswithllms/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/binary-husky-gpt-academic-vs-hydropix-translatebookswithllms.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, gpt_academic or TranslateBooksWithLLMs? gpt_academic: Slowing. TranslateBooksWithLLMs: 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 gpt_academic and TranslateBooksWithLLMs? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [gpt_academic trust report](/tools/binary-husky-gpt-academic/trust); [TranslateBooksWithLLMs trust report](/tools/hydropix-translatebookswithllms/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=binary-husky-gpt-academic`](/api/graphcanon/graph?tool=binary-husky-gpt-academic) - 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/_