2026 最佳GPU 雲端服務工具

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Scaleway GPU Instances

GPU 雲端服務

Scaleway GPU Instances provide on-demand GPU compute for AI training, fine-tuning, inference, video, and rendering workloads. Teams can select among GPU families and provision instances through the console, CLI, or Terraform.

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Paperspace

AI 模型部署

Paperspace is a cloud platform for developing, training, and deploying machine learning applications with managed notebooks, GPU machines, and deployment workflows. It serves ML developers, data scientists, researchers, and teams that need on-demand accelerated computing.

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TensorDock

GPU 雲端服務

TensorDock is a marketplace-based cloud infrastructure platform for on-demand GPU and CPU servers. It supports machine learning, rendering, cloud gaming, scientific computing, and other workloads that need configurable virtual machines.

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Prime Intellect

AI 智能體基礎設施

Prime Intellect is an open stack for training, evaluating, deploying, and improving AI models and agents. It combines RL environments, hosted evaluations and training, model inference, GPU compute, and isolated sandboxes for research and production workflows.

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CUDO Compute

AI 模型部署

CUDO Compute designs, deploys, and operates dedicated NVIDIA GPU infrastructure for enterprise AI training and inference. It combines power-ready sites, cluster engineering, commissioning, and ongoing operational support for production workloads.

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DeepInfra

AI 推論平台

DeepInfra provides hosted machine-learning model inference and on-demand GPU instances for developers and teams. Its catalog covers text, image, audio, video, embedding, reranking, and other model workloads with pay-as-you-go pricing.

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Lambda

AI 推論平台

Lambda provides cloud GPU compute for AI training, fine-tuning, inference, and prototyping. Teams can launch on-demand GPU instances, use production-ready 1-Click Clusters, or discuss reserved and single-tenant infrastructure for larger workloads.

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CoreWeave

AI 推論平台

CoreWeave is an AI-focused cloud platform that combines GPU infrastructure, storage, networking, orchestration, and operational tooling for training and serving AI workloads. It supports teams moving from model experiments to production systems, including reinforcement-learning and agent-development workflows.

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Hyperstack

AI 推論平台

Hyperstack is a cloud GPU platform for running AI and machine learning workloads, including training, inference, data analytics, and model development. It also provides AI Studio, virtual machines, and managed Kubernetes for deploying and operating GPU-backed workloads.