AWS Certified AI Practitioner
Cost Tradeoffs of AWS Generative AI Services
Work through the choices that decide a generative AI bill on AWS: on-demand versus batch versus Provisioned Throughput, what a custom model really costs, and how responsiveness, redundancy, and Regional coverage each carry a price.
Intermediate 20 minutes 5 Learning Objectives
- Compare Amazon Bedrock's inference purchasing modes and match each to a traffic pattern
- Explain what Provisioned Throughput buys, how model units and commitment terms work, and when it is mandatory
- Calculate the full cost of a custom model beyond its training bill
- Describe how responsiveness, availability, redundancy, and Regional coverage trade against cost
- Identify the cost levers available before you change models