BentoML
BentoML provides an InferenceOps platform designed for AI teams to build, deploy, and scale AI systems. Their core offering includes private LLM endpoints with distributed inference, granular performance controls, multi-cloud scaling, and simplified production operations. They emphasize price-performance at scale, claiming up to 10x lower LLM costs compared to managed APIs, with fast autoscaling across clouds and unified inference management for any model type. BentoML prioritizes privacy and compliance with on-premise or VPC deployments, ensuring data never leaves the user's environment. The platform supports both an open-source framework for building inference APIs and a cloud-based 'Bento Inference Platform' for managed services.
BentoML
BentoML provides an InferenceOps platform designed for AI teams to build, deploy, and scale AI systems. Their core offering includes private LLM endpoints with distributed inference, granular performance controls, multi-cloud scaling, and simplified production operations. They emphasize price-performance at scale, claiming up to 10x lower LLM costs compared to managed APIs, with fast autoscaling across clouds and unified inference management for any model type. BentoML prioritizes privacy and compliance with on-premise or VPC deployments, ensuring data never leaves the user's environment. The platform supports both an open-source framework for building inference APIs and a cloud-based 'Bento Inference Platform' for managed services.