AWS Certified AI Practitioner AIF-C01 Practice Question
A startup wants to test several foundation models but avoid buying GPUs or making long-term commitments. Which Amazon Bedrock benefit most directly delivers cost-effectiveness for this goal?
Customer-supplied servers for hosting every model endpoint
Usage-based pricing with no infrastructure to manage
Mandatory multi-year GPU reservation contracts
A fixed monthly subscription regardless of workload size
Amazon Bedrock employs on-demand, pay-as-you-go pricing and fully manages the underlying GPU infrastructure. Because organizations are billed only for tokens processed during model inference or fine-tuning, they avoid both capital purchases and unused reserved capacity. The other options either impose fixed fees, require hardware ownership, or force multi-year commitments, so they do not provide the same cost-effective flexibility.
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AWS Certified AI Practitioner AIF-C01
Fundamentals of Generative AI
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