Our take
Baseten is an inference platform purpose-built for teams running customer-facing AI products. Founded in 2019, it has emerged as one of the leading vendors for production-grade LLM serving, with a particular emphasis on reliability, performance, and operational maturity.
The platform's single-tenant deployment option is one of its key differentiators in regulated industries — customers can run dedicated inference clusters with full workload isolation, optionally inside their own VPC. This is paired with observability tooling (request-level tracing, autoscaling metrics, cost attribution) that production teams typically have to build themselves.
Baseten's customer base spans healthcare (PicnicHealth), enterprise SaaS (Writer, Gamma), and AI-native applications. Its partnership with NVIDIA via the Inception programme gives it early access to TensorRT-LLM and other performance-critical infrastructure software.
Sweet spot
Production AI products at scale where latency, observability, and reliability matter as much as model quality. Particularly strong for teams whose AI is customer-facing and revenue-critical.
Where it falls short
Higher floor cost than commodity GPU clouds (RunPod, Modal) for hobby and early-stage workloads. Less suitable when raw GPU time is what you need.