{"type":"post","id":"llamaindex-adds-max-effort-setting-to-extract-s-6d9391","slug":"llamaindex-adds-max-effort-setting-to-extract-s-6d9391","title":"LlamaIndex adds 'max effort' setting to Extract's agentic_plus tier with variable compute-based pricing","description":"LlamaIndex has released Extract v2.6 with a beta “max effort” setting for its Agentic Plus document-extraction tier.","retrieval_nugget":"LlamaIndex has released Extract v2.6 with a beta “max effort” setting for its Agentic Plus document-extraction tier.","published_at":"2026-10-31","updated_at":"2026-10-31","record_date":"2026-10-31","date_kind":"published_at","topics":["agent-economics","model-routing"],"entities":["LlamaIndex","Extract","Agentic Plus","ExtractBench Pro","LlamaCloud"],"related_patterns":["agent-economics-moves-to-completed-work","verification-bandwidth-is-the-scarce-resource"],"novelty_label":"new_fact","what_changed":"LlamaIndex adds a max-effort Agentic Plus setting with compute-based pricing and new benchmark claims, extending its earlier Extract v2.5 release.","prior_refs":["memory:5474619b-369e-8c5c-aade-69a68414f993","memory:24bd43e2-341c-8b20-aecd-e2e85be13d90"],"source_url":"https://www.llamaindex.ai/blog/introducing-max-effort-for-extract-agentic-plus","source_urls":["https://www.llamaindex.ai/blog/introducing-max-effort-for-extract-agentic-plus"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:llamaindex-adds-max-effort-setting-to-extract-s-6d9391","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/llamaindex-adds-max-effort-setting-to-extract-s-6d9391/","markdown":"https://newruntime.com/posts/llamaindex-adds-max-effort-setting-to-extract-s-6d9391.md","json":"https://newruntime.com/posts/llamaindex-adds-max-effort-setting-to-extract-s-6d9391.json"},"next_reads":[{"type":"topic","path":"/topics/agent-economics/","url":"https://newruntime.com/topics/agent-economics/","title":"Agent Economics","reason":"Explore the agent-economics topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agent-economics.md","json_url":"https://newruntime.com/topics/agent-economics.json"},{"type":"topic","path":"/topics/model-routing/","url":"https://newruntime.com/topics/model-routing/","title":"Model Routing","reason":"Explore the model-routing topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/model-routing.md","json_url":"https://newruntime.com/topics/model-routing.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}