Today we’re introducing Extract v2.5 - a series of frontier agents tuned for document extraction.

The agents (cost-effective, agentic, agentic plus) are tuned for value accuracy and grounding. Our extraction agents outperform Opus 5.5 and GPT-6 Sol while being 30%-4x cheaper.

We’ve made massive improvements on complex extraction over

• long lists (86.1% -> 95.5% on our agentic tier)
• records spanning pages (85.5% -> 96.5%)
• scanned forms (90.9% -> 95.7%)

We’ve also launched the following features:
✅ Advanced citations: we locate bounding boxes for all supporting values for an inferred field, even if there's not an exact match.
✅ Structural Reasoning: we tailor document extraction algorithms depending on the type, layout, and information

Our extraction agents are SOTA in price-performance on ExtractBench, across a wide range of cost points. We are the best tool for document extraction across documents of any complexity.

Blog: llamaindex.ai/blog/introducing-extract-v2-5

All of these are available on LlamaParse: cloud.llamaindex.ai. Come check it out!