Melhores alternativas e concorrentes de Cerebrium

RunPod is a cloud platform for AI and machine learning workloads that rents GPU compute by the second. It offers Pods for persistent GPU instances, Serverless endpoints that autoscale inference from zero, and multi-node Clusters, plus a Hub of ready-to-deploy open-source models and templates.

Infraestrutura na nuvem sem servidor para cargas de IA e dados

Nebius is an AI-focused cloud platform that gives teams non-virtualized NVIDIA GPU clusters, managed MLOps tooling, and a serverless inference layer so they can move from experiment to production on one stack.

A nuvem de IA criada pelos autores do PyTorch Lightning

Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.

GPUs em nuvem de baixo custo com instâncias por minuto e sandboxes por segundo para cargas de IA.

Nuvem de GPU distribuída que orquestra as GPUs de consumo ociosas do mundo

Alugue GPUs em nuvem por segundo em um mercado global

APIs de inferência serverless de baixo custo para mais de 200 modelos

Computação de IA em escala de gigawatt, construída e operada de ponta a ponta

Uma nuvem para mais de 200 APIs de modelos, sandboxes de agentes e computação em GPU

General Compute is an inference cloud built around alternative AI silicon rather than standard GPU fleets. The company buys racks of accelerators, racks them in colocation data centres, and handles the cooling, power, and networking itself. On top of that hardware it runs a disaggregated inference stack that splits each request: prompt processing runs on NVIDIA GPUs for prefill, while token generation runs on faster decode chips such as Cerebras, SambaNova, Positron AI, and d-Matrix. Customers get bare metal access or a tokens-per-second SLA.