AWS Inferentia
AWS Inferentia is a specialized machine learning inference chip offered by AWS. It handles concrete jobs like running trained models in production environments, focusing specifically on inference workloads rather than training. The service operates on a pay-as-you-go pricing model, meaning you only pay for the compute resources you actually consume during runtime.
This solution fits teams needing efficient, cost-effective inference capabilities without managing underlying hardware. However, there is no free tier available, which is a notable limitation for experimentation or small-scale testing. You will incur costs immediately upon usage, so budgeting for these pay-as-you-go charges is essential from day one.