serverless

Overview Cloudflare Workers AI runs open models on serverless GPUs through the Workers platform and API. It supports text, vision, speech and image workloads without dedicated infrastructure, but model availability, rate limits and usage-based costs require active management. Best for...

Overview fal.ai is a developer platform for running generative media models through hosted APIs and serverless GPU infrastructure. Its broad model catalog and usage-based execution suit production apps, but model licenses, queue behavior, input privacy, output safety and rapidly changing costs...

Overview Modal is a serverless AI infrastructure platform that lets Python developers run GPU inference, batch jobs, fine-tuning, notebooks and isolated sandboxes without managing clusters. Its per-second compute and scale-to-zero model can simplify variable workloads, but cloud costs, cold...