Amazon EC2 vs Cloud GPU vs Google Cloud vs Managed Kubernetes
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.
| Company | Amazon Web Services | AceCloud | AceCloud | |
|---|---|---|---|---|
| Summary | Resizable 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). | Kubernetes service with a managed control plane for running containerised applications. |
| Type | Cloud service | Cloud service | Cloud service | Cloud service |
| Category | Public Cloud Platforms (IaaS / PaaS) | Public Cloud Platforms (IaaS / PaaS) | Public Cloud Platforms (IaaS / PaaS) | Public Cloud Platforms (IaaS / PaaS) |
| Pricing | Usage-based (pay as you go) | — | Usage-based (pay as you go) | — |
| Deployment | Cloud | Cloud | Cloud, Hybrid | Cloud |
| Platforms | Web, Linux, Windows | — | Web, Linux, Windows | — |
| Best for | Small business, Mid-size, Enterprise | Small business, Mid-size, Enterprise | Small business, Mid-size, Enterprise | Small business, Mid-size, Enterprise |
| Company HQ | United States | India | United States | India |
| Founded | 2006 | — | 1998 | — |
| Information source | Official website | Official website | Official website | Official website |
| Hundreds of instance types | Yes | Not listed | Not listed | Not listed |
| Graviton Arm processors | Yes | Not listed | Not listed | Not listed |
| GPU instances | Yes | Not listed | Not listed | Not listed |
| Auto Scaling | Yes | Not listed | Not listed | Not listed |
| Spot instances | Yes | Not listed | Not listed | Not listed |
| NVIDIA H200, H100 and A100 | Not listed | Yes | Not listed | Not listed |
| L40S, L4, A30 and A2 GPUs | Not listed | Yes | Not listed | Not listed |
| RTX Pro and RTX 6000 Ada cards | Not listed | Yes | Not listed | Not listed |
| GPU clusters | Not listed | Yes | Not listed | Not listed |
| Compute Engine | Not listed | Not listed | Yes | Not listed |
| Google Kubernetes Engine | Not listed | Not listed | Yes | Not listed |
| BigQuery | Not listed | Not listed | Yes | Not listed |
| Gemini Enterprise Agent Platform (formerly Vertex AI) | Not listed | Not listed | Yes | Not listed |
| Cloud Storage | Not listed | Not listed | Yes | Not listed |
| Managed control plane | Not listed | Not listed | Not listed | Yes |
| Node autoscaling | Not listed | Not listed | Not listed | Yes |
| Container registry | Not listed | Not listed | Not listed | Yes |
| GPU-enabled clusters | Not listed | Not listed | Not listed | Yes |
| Screenshot | — | — | — | — |
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