Companies Radar

Amazon EC2 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 GPU vs Google Cloud
CompanyAmazon Web ServicesAceCloudGoogle
SummaryResizable virtual servers with hundreds of instance types, including GPUs.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 service
CategoryPublic 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)
DeploymentCloudCloudCloud, Hybrid
PlatformsWeb, Linux, Windows—Web, Linux, Windows
Best forSmall business, Mid-size, EnterpriseSmall business, Mid-size, EnterpriseSmall business, Mid-size, Enterprise
Company HQUnited StatesIndiaUnited States
Founded2006—1998
Information sourceOfficial websiteOfficial websiteOfficial website
Hundreds of instance typesYesNot listedNot listed
Graviton Arm processorsYesNot listedNot listed
GPU instancesYesNot listedNot listed
Auto ScalingYesNot listedNot listed
Spot instancesYesNot listedNot listed
NVIDIA H200, H100 and A100Not listedYesNot listed
L40S, L4, A30 and A2 GPUsNot listedYesNot listed
RTX Pro and RTX 6000 Ada cardsNot listedYesNot listed
GPU clustersNot listedYesNot listed
Compute EngineNot listedNot listedYes
Google Kubernetes EngineNot listedNot listedYes
BigQueryNot listedNot listedYes
Gemini Enterprise Agent Platform (formerly Vertex AI)Not listedNot listedYes
Cloud StorageNot listedNot listedYes
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