Apr 13, 2026
Introducing ParseBench: The First Document Parsing Benchmark for AI Agents
Document parsing is the foundation of every AI agent working with real-world files, yet no benchmark has measured parsing quality the way agents actually need it. ParseBench is a new open-source benchmark of ~2,000 human-verified enterprise document pages with over 167,000 test rules, evaluating parsers across five critical dimensions: tables, charts, content faithfulness, semantic formatting, and visual grounding. After testing 14 methods, LlamaParse Agentic was the only one competitive across all five dimensions, scoring 84.9% overall.
- [ LlamaParse ]
- [ Document Intelligence ]
