Baseten vs RunPod

Baseten and RunPod both provide GPU infrastructure for AI workloads, but they sit at different levels of abstraction. Baseten is a model serving platform: you deploy models through their framework (Truss), and they handle autoscaling, API endpoints, and infrastructure management. RunPod is closer to raw GPU rental, giving you containers with GPU access that you configure yourself.

If you want a managed experience where you push a model and get a production API endpoint with autoscaling, Baseten is the more opinionated choice. If you want flexibility to run any workload (training, inference, batch processing) on affordable GPUs with full control over the environment, RunPod gives you that. Baseten offers self-hosted deployment options alongside their cloud, while RunPod is cloud-only. Baseten has a free tier for getting started, RunPod charges hourly from the start.