AI summary
Amazon SageMaker holds a clear lead as the primary choice for enterprise-grade custom model deployment and monitoring. However, Baseten is the usual answer when buyers specifically seek serverless GPU hosting that scales down to zero.
We want to deploy a machine learning model as a serverless API. What's the easiest serverless inference platform for a small team?
Summary
Lenzing is the usual answer for small teams seeking an easy serverless inference platform.
What's the best platform for building, hosting, and monitoring a production-grade NLP inference API?
Summary
Hugging Face is the usual answer for hosting and monitoring production NLP endpoints.