# LlamaIndex launches Extract v2.5 with higher accuracy and grounding

Digest AI · Agents & Tools · published 2026-10-01T15:09:02Z

Canonical: https://digestai.news/story/llamaindex-launches-extract-v2-5-with-higher-accuracy-and-grounding

## Summary

LlamaIndex announced the release of Extract v2.5 on October 1, 2026. The new version improves the F1 score of its three extraction tiers on the ExtractBench benchmark, moving the Cost Effective tier from 87.1 to 93.9, the Agentic tier from 89.8 to 95.8, and the Agentic Plus tier from 95.1 to 96.4. Grounding scores also rose sharply, reaching 80.6 for Agentic and 82.2 for Agentic Plus.

The upgrade adds a purpose‑built agent harness that can cross‑reference multiple pages, handle complex layouts, and provide bounding‑box citations for difficult fields. It supports long‑list tasks, cross‑page records, scanned forms, and a new spreadsheet mode that works directly with workbook cells. The tool is available through LlamaCloud, a Go‑based CLI, an MCP server, and the Python llama‑cloud SDK, with no increase in per‑page pricing.

LlamaIndex encourages users to test v2.5 on representative documents using their existing schemas, noting that the higher accuracy should reduce manual cleanup and make more workflows fully automated.

## Key points

- ExtractBench overall F1 rose to 93.9 (Cost Effective), 95.8 (Agentic) and 96.4 (Agentic Plus)
- Grounding scores jumped to 80.6 (Agentic) and 82.2 (Agentic Plus) with bounding‑box citations
- Spreadsheet mode lets agents extract directly from workbook cells without extra cost

## Why it matters

Higher‑accuracy, grounded extraction lets enterprises automate data entry from complex documents, cutting manual review time and improving reliability of downstream AI workflows.

## Sources

1. [LlamaIndex Launches Extract V2.5 With Accuracy and Grounding Gains](https://unite.ai/llamaindex-launches-extract-v2-5-with-accuracy-and-grounding-gains) (Unite.AI, 2026-10-01)

## Cite

Digest AI, "LlamaIndex launches Extract v2.5 with higher accuracy and grounding", 1 October 2026, https://digestai.news/story/llamaindex-launches-extract-v2-5-with-higher-accuracy-and-grounding

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