LlamaIndex's Agentic Plus adds max effort mode, lifting extraction F1 from 77.7 to 92.9

llama_index · x · 2026-10-31

LlamaIndex added a max effort setting to Agentic Plus for hard documents, spending extra compute zooming into dense charts and diagrams. On ExtractBench Pro, accuracy improved from 77.7 to 92.9 Value F1. Pricing is variable based on computation, letting users trade fixed per-page cost for higher extraction quality.

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