Infrastructure
Providers
Where to run open-source models when local isn't enough. API providers and GPU clouds compared.
Inference APIs
Send prompts, get completions. No GPU management needed.
Widest OSS model selection. Serverless + dedicated endpoints.
Fast inference, competitive pricing, good developer experience.
Fastest inference (custom LPU silicon). Limited model selection.
Wafer-scale inference. Extremely fast on supported models.
Pay per second. Easy API, broad model variety including image/video.
Cost-effective inference. Good selection of popular OSS models.
Pythonic API, built-in fine-tuning, serverless GPUs.
GPU Clouds
Rent GPUs by the hour. Bring your own model, run your own stack.
GPU marketplace. Cheapest per-hour rates. Community + secure cloud.
Serverless GPU + pods. Good for fine-tuning and batch inference.
GPU cloud for training + inference. H100 clusters available.
Enterprise GPU cloud. Large-scale training infrastructure.
ML-focused cloud with notebooks and deployments.