{"type":"post","id":"introducing-usage-based-pricing-for-amazon-sagemaker-ai-8474c0","slug":"introducing-usage-based-pricing-for-amazon-sagemaker-ai-8474c0","title":"Introducing usage-based pricing for Amazon SageMaker AI bidirectional streaming","description":"AWS Marketplace now supports usage-based metering for Amazon SageMaker AI bidirectional streaming inference, allowing model providers to report consumption during a live session.","retrieval_nugget":"AWS Marketplace now supports usage-based metering for Amazon SageMaker AI bidirectional streaming inference, allowing model providers to report consumption during a live session. The change gives streaming speech products a way to align software charges with metered usage, while keeping SageMaker endpoint infrastructure charges separate.","published_at":"2026-11-11","updated_at":"2026-11-11","record_date":"2026-11-11","date_kind":"published_at","topics":["pricing"],"entities":["Amazon Web Services","Amazon SageMaker AI","AWS Marketplace","Deepgram"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"AWS introduces usage-based pricing for bidirectional streaming on Amazon SageMaker AI.","prior_refs":[],"source_url":"https://aws.amazon.com/blogs/machine-learning/introducing-usage-based-pricing-for-amazon-sagemaker-ai-bidirectional-streaming","source_urls":["https://aws.amazon.com/blogs/machine-learning/introducing-usage-based-pricing-for-amazon-sagemaker-ai-bidirectional-streaming"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:introducing-usage-based-pricing-for-amazon-sagemaker-ai-8474c0","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/introducing-usage-based-pricing-for-amazon-sagemaker-ai-8474c0/","markdown":"https://newruntime.com/posts/introducing-usage-based-pricing-for-amazon-sagemaker-ai-8474c0.md","json":"https://newruntime.com/posts/introducing-usage-based-pricing-for-amazon-sagemaker-ai-8474c0.json"},"markdown_url":"https://newruntime.com/posts/introducing-usage-based-pricing-for-amazon-sagemaker-ai-8474c0.md","related_shifts":["compute-backed-ai-contracts"],"next_reads":[{"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"}]}