LlamaIndex launches Extract v2.5 with accuracy and grounding gains

LlamaIndex released Extract v2.5, a new generation of its schema-based document extraction agents. On its ExtractBench benchmark, value F1 rose to 93.9 (Cost Effective), 95.8 (Agentic) and 96.4 (Agentic Plus) with no increase in per-page pricing.

Unite.AI

Open source

LlamaIndex launches Extract v2.5 with accuracy and grounding gains

ExtractBench F1: 87.1→93.9 for Cost Effective, 89.8→95.8 for Agentic, 95.1→96.4 for Agentic Plus
Grounding scores rose from 46.8 to 80.6 for Agentic and 46.4 to 82.2 for Agentic Plus
ExtractBench covers 370 enterprise documents, 4,869 pages, 8 domains and 67 document types
Available via LlamaCloud, the llp CLI, an MCP server and the Python SDK

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