LlamaIndex launches Extract Max Effort, hitting 61% perfect extraction on ExtractBench Pro
llama_index · x · 2026-11-02
LlamaIndex introduced Max Effort, a new toggle on top of its Agentic Plus document-extraction tier that dynamically allocates tokens based on page and schema complexity, targeting dense charts, well logs, 100s-of-page insurance filings and construction blueprints.
- Sets a new SOTA on ExtractBench Pro (100 hard documents): 61% perfect extraction, Value F1 up from 77.7 to 92.9
- Claims better price/performance than Codex+Astra and Claude Code+Opus 5.5 harnesses
- Uses variable pricing based on compute consumed, letting users trade cost for accuracy
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