LlamaIndex launches ExtractBench Pro to tackle the long tail of document extraction

llama_index · x · 2026-10-16

LlamaIndex released ExtractBench Pro, a harder benchmark targeting the long tail of real-world document extraction. Its original ExtractBench is saturating—LlamaExtract v2.5's cheapest tier now scores 93%+ value F1—yet customer use cases like trial balances, well logs, site plan reviews and loss runs remain unsolved. The new benchmark stresses document conventions, dense internal jargon, house counting rules, drawn relations, in-document charts and long chart sheets.

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