LlamaExtract

At a glance

Input

Document files; verify the service format list

Output

JSON

Provenance

Field citations; exact granularity depends on mode

Scanned pages

Verify the parsing mode

Deployment

Cloud API

Availability

Commercial

Costs to plan for

Usage-based

Limitations to check

Confidence is not a guarantee of correctness. Check citation detail, supported formats, and scan quality in your chosen extraction mode.

Build a meaningful sample

Include your hardest pages: low-quality scans, missing fields, dense tables, and evidence split across pages. Validate output correctness separately from citation accuracy.