{"slug":"apache-tika","name":"Apache Tika","domain":null,"verdict":"As of 2026-07-18, ChatGPT, Claude, Gemini collectively rank Apache Tika #4 of 8 for self-hosted document parsing software for sensitive data. Source: https://modelsagree.com/product/apache-tika (modelsagree.com, CC BY 4.0).","best_rank":4,"categories":1,"brief":{"category":"best-self-hosted-document-parsing-software-for-sensitive-data","title":"Best self-hosted document parsing software for sensitive data","rank":4,"of":8,"top":"Docling","day":"2026-07-19","why":[{"t":"Mature and battle-tested","m":["ChatGPT","Claude"],"q":"Two decades of hardened, permissively licensed text and metadata extraction"},{"t":"Unmatched file format breadth","m":["ChatGPT","Claude"],"q":"unmatched for pure breadth and stability"},{"t":"Dependable local self-hosting","m":["ChatGPT","Claude"],"q":"trivially self-hosted (JVM or tika-server container)"},{"t":"Permissive licensing and zero vendor risk","m":["ChatGPT","Claude"],"q":"zero vendor risk"}],"gap":[{"t":"High-fidelity reading order and hierarchy","m":["ChatGPT"],"q":"high-fidelity extraction of reading order, tables, formulas, code, and document hierarchy"},{"t":"Strong layout and table recovery","m":["Claude","Gemini"],"q":"strong PDF layout analysis, table structure recovery (TableFormer)"},{"t":"Clean Markdown and JSON output","m":["Claude","Gemini"],"q":"clean Markdown/JSON output"}],"fix":[{"t":"Extracts text, not structure","m":["ChatGPT","Claude"],"q":"Extracts text, not structure"},{"t":"No layout or table reconstruction","m":["ChatGPT","Claude"],"q":"no real layout analysis, table reconstruction"},{"t":"No structure-preserving Markdown output","m":["ChatGPT","Claude"],"q":"no real layout analysis, table reconstruction, or Markdown output"}]},"entries":[{"slug":"best-self-hosted-document-parsing-software-for-sensitive-data","title":"Best self-hosted document parsing software for sensitive data","rank":4,"of":8,"score":4,"appearances":2,"modelRanks":{"ChatGPT":4,"Claude":4},"reason":"Exceptionally mature, permissively licensed, and operationally dependable for detecting and extracting text and metadata from more than a thousand file types through one local API; excellent value for search indexing, archives, and mixed legacy repositories.","reasons":[{"model":"ChatGPT","reason":"Exceptionally mature, permissively licensed, and operationally dependable for detecting and extracting text and metadata from more than a thousand file types through one local API; excellent value for search indexing, archives, and mixed legacy repositories."},{"model":"Claude","reason":"Two decades of hardened, permissively licensed text and metadata extraction across 1,000+ formats; battle-tested in eDiscovery and forensics where sensitive data is the norm, trivially self-hosted (JVM or tika-server container), and unmatched for pure breadth and stability with zero vendor risk."}],"fixes":[{"model":"ChatGPT","fix":"It extracts content more reliably than it reconstructs structure, so it is not the best choice when precise tables, reading order, or layout-aware Markdown matter."},{"model":"Claude","fix":"Extracts text, not structure — no real layout analysis, table reconstruction, or Markdown output, so it is not for AI/RAG pipelines that need document structure preserved."}],"updated":"2026-07-18","api":"https://modelsagree.com/api/v1/best/best-self-hosted-document-parsing-software-for-sensitive-data.json"}],"page":"https://modelsagree.com/product/apache-tika","check":"https://modelsagree.com/check?q=Apache%20Tika","updated":"2026-07-19T04:22:57.059Z","attribution":"modelsagree.com, CC BY 4.0"}