Baseten

The Enterprise Model Hosting Platform

Baseten is not a standard per-token API provider; it is a specialized MLOps platform for companies that want to own their model infrastructure without managing Kubernetes. Baseten utilizes an open-source framework called Truss, which allows data scientists to package any machine learning model (from a 70B LLM to a custom Python scikit-learn script) into a standardized Docker container that deploys to Baseten’s infrastructure in seconds.

Scale-to-Zero Economics

One of Baseten’s massive advantages for startups is its rapid scale-to-zero capability. When a deployed model receives no traffic, Baseten spins down the underlying GPU, meaning the customer pays nothing. When a request hits the endpoint, Baseten’s highly optimized cold-start mechanisms boot the model incredibly fast, ensuring that companies only pay for compute when their application is actively generating revenue.

Enterprise Security and VPCs

Baseten targets high-compliance industries like healthcare and fintech. They are SOC 2 Type II and HIPAA compliant, and for ultimate security, they offer deployments within a customer’s own Virtual Private Cloud (VPC). This means sensitive patient or financial data never leaves the corporate firewall, while the data science team still benefits from Baseten’s managed auto-scaling and monitoring dashboards.

Supported Workloads