Baseten

Overview

Baseten operates an inference platform designed to help teams deploy, manage, and scale machine learning models and compound AI applications. The service provides specialized infrastructure that allows developers to run open-source and proprietary models across various cloud environments, including self-hosted options [0, 2]. The platform features tools for model APIs, training via the Loops SDK, and performance optimizations, such as custom kernels and advanced caching, aimed at reducing latency and improving throughput [0]. Baseten serves a variety of customers building AI-centric products, including organizations in healthcare and software development [1]. The company's business model relies on consumption-based pricing for compute usage, with tiered subscription plans that offer additional support, dedicated resources, and security compliance [2]. Engineering teams use Baseten to iterate rapidly, leveraging the company’s infrastructure to bridge the gap between prototyping and high-stakes production environments [0, 1]. The platform supports horizontal scaling, allowing users to manage workloads with global capacity and high uptime availability [0].