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Amazon EC2 vs Cloud Compute vs Cloud GPU vs Google Cloud

Features, pricing model, deployment and platforms side by side, in Public Cloud Platforms (IaaS / PaaS). Only published information is shown; a dash means the company hasn't listed it.

Amazon EC2 vs Cloud Compute vs Cloud GPU vs Google Cloud
CompanyAmazon Web ServicesAceCloudAceCloudGoogle
SummaryResizable virtual servers with hundreds of instance types, including GPUs.Virtual machines on AMD and Intel processors with NVMe-backed storage.On-demand NVIDIA GPU instances for AI training, inference, rendering and other compute-heavy work.Cloud computing, data analytics and AI with BigQuery, GKE and Gemini Enterprise Agent Platform (formerly Vertex AI).
TypeCloud serviceCloud serviceCloud serviceCloud service
CategoryPublic Cloud Platforms (IaaS / PaaS)Public Cloud Platforms (IaaS / PaaS)Public Cloud Platforms (IaaS / PaaS)Public Cloud Platforms (IaaS / PaaS)
PricingUsage-based (pay as you go)——Usage-based (pay as you go)
DeploymentCloudCloudCloudCloud, Hybrid
PlatformsWeb, Linux, WindowsLinux, Windows—Web, Linux, Windows
Best forSmall business, Mid-size, EnterpriseSmall business, Mid-size, EnterpriseSmall business, Mid-size, EnterpriseSmall business, Mid-size, Enterprise
Company HQUnited StatesIndiaIndiaUnited States
Founded2006——1998
Information sourceOfficial websiteOfficial websiteOfficial websiteOfficial website
Hundreds of instance typesYesNot listedNot listedNot listed
Graviton Arm processorsYesNot listedNot listedNot listed
GPU instancesYesNot listedNot listedNot listed
Auto ScalingYesNot listedNot listedNot listed
Spot instancesYesYesNot listedNot listed
Standard, CPU- and RAM-intensive instancesNot listedYesNot listedNot listed
NVMe storageNot listedYesNot listedNot listed
AutoscalingNot listedYesNot listedNot listed
Virtual private serversNot listedYesNot listedNot listed
NVIDIA H200, H100 and A100Not listedNot listedYesNot listed
L40S, L4, A30 and A2 GPUsNot listedNot listedYesNot listed
RTX Pro and RTX 6000 Ada cardsNot listedNot listedYesNot listed
GPU clustersNot listedNot listedYesNot listed
Compute EngineNot listedNot listedNot listedYes
Google Kubernetes EngineNot listedNot listedNot listedYes
BigQueryNot listedNot listedNot listedYes
Gemini Enterprise Agent Platform (formerly Vertex AI)Not listedNot listedNot listedYes
Cloud StorageNot listedNot listedNot listedYes
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Amazon EC2 vs Cloud Compute vs Cloud GPU vs Google Cloud: features, pricing and deployment compared | Companies Radar