---
title: "Introducing usage-based pricing for Amazon SageMaker AI bidirectional streaming"
slug: "aws-bringt-nutzungsbasierte-abrechnung-fuer-sagemaker-streaming"
date: 2026-11-11
category: tech-pub
tags: [amazon]
language: en
sources_count: 1
featured: false
publisher: AInauten News
url: https://news.ainauten.com/en/story/aws-bringt-nutzungsbasierte-abrechnung-fuer-sagemaker-streaming
---

# Introducing usage-based pricing for Amazon SageMaker AI bidirectional streaming

**Published**: 2026-11-11 | **Category**: tech-pub | **Sources**: 1

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## TL;DR

AWS Marketplace now supports usage-based metering for Amazon SageMaker bidirectional streaming inference, so model providers can charge for what customers actually consume during a live stream.

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## Summary

AWS Marketplace now supports usage-based metering for Amazon SageMaker bidirectional streaming inference, so model providers can charge for what customers actually consume during a live stream. Deepgram is the launch partner, bringing usage-based speech-to-text and text-to-speech billing to AWS Marketplace.

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## Why it matters

AWS Marketplace now supports usage-based metering for Amazon SageMaker bidirectional streaming inference, so model providers can charge for what customers actually consume during a live stream.

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## Key Points

- AWS Marketplace now supports usage-based metering for Amazon SageMaker bidirectional streaming inference, so model providers can charge for what customers actually consume during a live stream.
- Deepgram is the launch partner, bringing usage-based speech-to-text and text-to-speech billing to AWS Marketplace.

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## Nauti's Take

For a small AI stack, this is primarily a cost-control test: compare Deepgram’s metered minutes, concurrent streams, and interruptions with your current API spend before moving production traffic. The key detail to verify is how clearly AWS Marketplace exposes usage data and any additional charges during live operation.

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## FAQ

**Q:** What is Introducing usage-based pricing for Amazon SageMaker AI bidirectional streaming about?

**A:** AWS Marketplace now supports usage-based metering for Amazon SageMaker bidirectional streaming inference, so model providers can charge for what customers actually consume during a live stream.

**Q:** Why does it matter?

**A:** AWS Marketplace now supports usage-based metering for Amazon SageMaker bidirectional streaming inference, so model providers can charge for what customers actually consume during a live stream.

**Q:** What are the key takeaways?

**A:** AWS Marketplace now supports usage-based metering for Amazon SageMaker bidirectional streaming inference, so model providers can charge for what customers actually consume during a live stream.. Deepgram is the launch partner, bringing usage-based speech-to-text and text-to-speech billing to AWS Marketplace.

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## Related Topics

- [amazon](https://news.ainauten.com/en/tag/amazon)

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## Sources

- [Introducing usage-based pricing for Amazon SageMaker AI bidirectional streaming](https://aws.amazon.com/blogs/machine-learning/introducing-usage-based-pricing-for-amazon-sagemaker-ai-bidirectional-streaming/) - AWS Machine Learning Blog

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## About This Article

This article is a synthesis of 1 sources, curated and summarized by AInauten News. We aggregate AI news from trusted sources and provide bilingual (German/English) coverage.

**Publisher**: [AInauten](https://www.ainauten.com) | **Site**: [news.ainauten.com](https://news.ainauten.com)

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*Last Updated: 2026-11-11*