ModelsAgree

Head-to-head

Docling vs MinerU

Docling leads: the AI models rank it above its rival on 1 of the 1 leaderboard they share. Based on how ChatGPT, Claude, Gemini & Grok rank both across the leaderboard they share — re-polled weekly, reasoning shown verbatim.

Docling1 win
MinerU0 wins

Why the models rank Docling — on best self-hosted document parsing software for sensitive data

Best overall balance of local-first privacy, permissive licensing, installation ease, and high-fidelity extraction of reading order, tables, formulas, code, and document hierarchy; strong PDF, Office, image, and RAG integrations make it the safest default for developers.

Why the models rank MinerU — on best self-hosted document parsing software for sensitive data

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.

More head-to-heads

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Ranks from the merged 4-model leaderboards · re-polled weekly · methodology