{"type":"post","id":"optimizing-cost-per-task-and-proving-agent-roi-b45b0e","slug":"optimizing-cost-per-task-and-proving-agent-roi-b45b0e","title":"Optimizing cost per task and proving agent ROI on Amazon Bedrock","description":"AWS outlines how to measure Amazon Bedrock agent costs per task rather than per token, and how to test whether an agent delivers better outcomes than a human workflow.","retrieval_nugget":"AWS outlines how to measure Amazon Bedrock agent costs per task rather than per token, and how to test whether an agent delivers better outcomes than a human workflow. The framework combines model-call costs, retries, human effort, quality and business results, giving teams a more defensible basis for deciding what to optimize, scale or retire.","published_at":"2026-11-13","updated_at":"2026-11-13","record_date":"2026-11-13","date_kind":"published_at","topics":["agent-economics","enterprise-agents","pricing"],"entities":["Amazon Bedrock","Amazon Web Services","Amazon Athena","Amazon S3","Amazon CloudWatch"],"related_patterns":["agent-economics-moves-to-completed-work"],"novelty_label":"new_fact","what_changed":"AWS adds guidance for measuring agent cost per task and proving ROI on Amazon Bedrock.","prior_refs":[],"source_url":"https://aws.amazon.com/blogs/machine-learning/optimizing-cost-per-task-and-proving-agent-roi-on-amazon-bedrock","source_urls":["https://aws.amazon.com/blogs/machine-learning/optimizing-cost-per-task-and-proving-agent-roi-on-amazon-bedrock"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:optimizing-cost-per-task-and-proving-agent-roi-b45b0e","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/optimizing-cost-per-task-and-proving-agent-roi-b45b0e/","markdown":"https://newruntime.com/posts/optimizing-cost-per-task-and-proving-agent-roi-b45b0e.md","json":"https://newruntime.com/posts/optimizing-cost-per-task-and-proving-agent-roi-b45b0e.json"},"markdown_url":"https://newruntime.com/posts/optimizing-cost-per-task-and-proving-agent-roi-b45b0e.md","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/enterprise-agents/","url":"https://newruntime.com/topics/enterprise-agents/","title":"Enterprise Agents","reason":"Explore the enterprise-agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/enterprise-agents.md","json_url":"https://newruntime.com/topics/enterprise-agents.json"},{"type":"topic","path":"/topics/pricing/","url":"https://newruntime.com/topics/pricing/","title":"Pricing","reason":"Explore the pricing topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/pricing.md","json_url":"https://newruntime.com/topics/pricing.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":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}