{"slug":"mineru","name":"MinerU","domain":"mineru.net","verdict":"As of 2026-07-18, ChatGPT, Claude, Gemini collectively rank MinerU #3 of 8 for self-hosted document parsing software for sensitive data (one of 2 leaderboards it appears on). Source: https://modelsagree.com/product/mineru (modelsagree.com, CC BY 4.0).","best_rank":3,"categories":2,"brief":{"category":"best-self-hosted-document-parsing-software-for-sensitive-data","title":"Best self-hosted document parsing software for sensitive data","rank":3,"of":8,"top":"Docling","day":"2026-07-18","why":[{"t":"Strong scientific PDF parsing","m":["ChatGPT","Gemini","Claude"],"q":"strong scientific-PDF parsing"},{"t":"Handles formulas and complex layouts","m":["ChatGPT","Gemini","Claude"],"q":"multilingual OCR, formulas, handwriting, cross-page tables, and complex layouts"},{"t":"Fully offline processing","m":["ChatGPT","Claude"],"q":"fully offline CLI, API, Docker, CPU, and high-accuracy GPU pipelines"},{"t":"Strong academic and Chinese documents","m":["Gemini","Claude"],"q":"especially for Chinese-language and academic documents"}],"gap":[{"t":"Strong Office format support","m":["ChatGPT"],"q":"strong PDF, Office, image, and RAG integrations"},{"t":"Installation ease","m":["ChatGPT"],"q":"installation ease"},{"t":"Safest for regulated data","m":["Claude"],"q":"the safest default for regulated data"}],"fix":[{"t":"Clarify commercial licensing","m":["ChatGPT"],"q":"The custom license adds commercial conditions"},{"t":"Improve governance and documentation","m":["Claude"],"q":"Governance and documentation are less mature than IBM-backed Docling"},{"t":"Broaden formats beyond scientific PDFs","m":["Claude","Gemini"],"q":"lacking native support for common office formats like Word or PowerPoint"}]},"entries":[{"slug":"best-self-hosted-document-parsing-software-for-sensitive-data","title":"Best self-hosted document parsing software for sensitive data","rank":3,"of":8,"score":7,"appearances":3,"modelRanks":{"ChatGPT":2,"Claude":5,"Gemini":4},"reason":"Near-tied with Docling and often stronger on difficult PDFs, multilingual OCR, formulas, handwriting, cross-page tables, and complex layouts; offers fully offline CLI, API, Docker, CPU, and high-accuracy GPU pipelines.","reasons":[{"model":"ChatGPT","reason":"Near-tied with Docling and often stronger on difficult PDFs, multilingual OCR, formulas, handwriting, cross-page tables, and complex layouts; offers fully offline CLI, API, Docker, CPU, and high-accuracy GPU pipelines."},{"model":"Gemini","reason":"Provides unmatched local parsing quality for technical and scientific documents by converting complex mathematical formulas directly into LaTeX format and structuring intricate multi-column layouts."},{"model":"Claude","reason":"OpenDataLab's open-source extractor delivers strong scientific-PDF parsing (formulas, tables, reading order) fully offline, with AGPL-free re-licensing to Apache 2.0 in later versions and rapid model improvements; a credible Docling alternative especially for Chinese-language and academic documents."}],"fixes":[{"model":"ChatGPT","fix":"The custom license adds commercial conditions, and its highest-quality modes have substantially heavier hardware and operational requirements."},{"model":"Claude","fix":"Governance and documentation are less mature than IBM-backed Docling, and quality outside academic/technical PDFs is uneven — riskier bet for a compliance-driven enterprise standardizing long-term."},{"model":"Gemini","fix":"It is heavily specialized for academic and scientific PDFs, lacking native support for common office formats like Word or PowerPoint."}],"updated":"2026-07-18","api":"https://modelsagree.com/api/v1/best/best-self-hosted-document-parsing-software-for-sensitive-data.json"},{"slug":"best-pdf-understanding-api-for-multimodal-ai-applications","title":"Best PDF understanding API for multimodal AI applications","rank":10,"of":10,"score":1,"appearances":1,"modelRanks":{"Gemini":5},"reason":"Exceptional at processing scientific and academic papers, with native layout detection that converts complex mathematical formulas into clean LaTeX and removes repeating headers and footers.","reasons":[{"model":"Gemini","reason":"Exceptional at processing scientific and academic papers, with native layout detection that converts complex mathematical formulas into clean LaTeX and removes repeating headers and footers."}],"fixes":[{"model":"Gemini","fix":"The heavy model stack leads to slower processing speeds, and its copyleft AGPL-3.0 license limits direct proprietary commercial integration."}],"updated":"2026-07-18","api":"https://modelsagree.com/api/v1/best/best-pdf-understanding-api-for-multimodal-ai-applications.json"}],"page":"https://modelsagree.com/product/mineru","check":"https://modelsagree.com/check?q=MinerU","updated":"2026-07-19T04:22:57.059Z","attribution":"modelsagree.com, CC BY 4.0"}