LlamaIndex Launches Extract Max Effort, Claims Top Document Extraction Accuracy

LlamaIndex has released Extract Max Effort, a new document extraction agent that dynamically allocates tokens to reason over visual details across hundreds of pages, setting a new accuracy record on ExtractBench Pro while claiming to be the world's most accurate extraction system at a lower cost than frontier agent combinations.

2026-11-02 ~ 2026-11-02 · 2 related posts

• LlamaIndex claims Extract Max Effort beats frontier agent harnesses on accuracy and cost — llama_index · 2026-11-02
• LlamaIndex launches Extract Max Effort, hitting 61% perfect extraction on ExtractBench Pro — llama_index · 2026-11-02