AI tools for gPU infrastructure

Cheap GPUs on demand

Vast.ai is a GPU rental marketplace where developers and AI teams rent compute for training, fine-tuning, inference and rendering.

Run AI code without infrastructure

Runware is AI infrastructure that gives developers one API for hundreds of thousands of models, along with the compute to run them.

Scale AI effortlessly

Cerebrium is a serverless GPU platform for running AI workloads in production.

Over 5,000 users run confidential compute workloads here

GPU instances spin up in seconds with Medjed AI

Lambda is a GPU cloud built for training and serving AI models.

CoreWeave is a cloud built specifically for AI workloads, offering GPU and CPU compute, storage, networking, managed services and bare metal servers on NVIDIA hardware.

Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.

Hyperbolic is a GPU cloud that rents out high-performance compute for training, fine-tuning and serving AI models.

fal is an inference service for generative media.

Open-source models without infrastructure

Novita AI is a developer cloud that puts more than 200 models behind a single API, covering text, image, audio and video.

ComfyUI workflows run in the cloud without buying a GPU

Enterprise teams running open-source AI models in production get infrastructure that handles the heavy lifting without MLOps expertise

Cerebras builds wafer-scale AI chips and runs a cloud service that serves models at extremely high token speeds.

You're building an AI app and need to run inference without spinning up your own GPU servers

A data science student needs to train a neural network for her thesis but her laptop overheats after 20 minutes

Hugging Face Inference Endpoints is a managed service for putting AI models into production without running the infrastructure yourself.