Scaling, placement & rightsizing · AWS vs Google Cloud
AWS Compute Optimizer vs Machine type recommendations (Active Assist)
AWS Compute Optimizer maps to Compute Engine machine type recommendations, part of Google's Recommender / Active Assist portfolio, which also covers idle VMs and other resources.
Side-by-side comparison
| Aspect | Amazon Web Services | Google Cloud |
|---|---|---|
| Service | AWS Compute Optimizer | Machine type recommendations (Active Assist) |
| Lifecycle | Generally available | Generally available |
| What it is | Rightsizing and idle-resource recommendations for EC2, Auto Scaling groups, EBS, Lambda, ECS on Fargate, RDS/Aurora, commercial licenses, and more, based on utilization history. | Rightsizing recommendations for VMs and managed instance groups, generated from the last 8 days of Cloud Monitoring metrics. Part of the Recommender / Active Assist portfolio. |
| Pricing model | Basic recommendations are free. Enhanced infrastructure metrics are billed per resource per hour. | No charge for machine type recommendations. |
| Docs | AWS Compute Optimizer docs | Machine type recommendations (Active Assist) docs |
| Pricing page | AWS Compute Optimizer pricing | — |
Key differences
- Recommendations use the previous 8 days of Cloud Monitoring metrics by default.
- Recommendations appear in the console and the Recommender API rather than a separate service console.
Pricing summary
Pricing models only. No prices are quoted because they change by region and over time.
- AWS
- Basic recommendations are free. Enhanced infrastructure metrics are billed per resource per hour. AWS Compute Optimizer pricing →
- GCP
- No charge for machine type recommendations.
And on Azure?
Partial match Azure's equivalent is Azure Advisor. AWS vs Azure comparison →
FAQ
What is the Google Cloud equivalent of AWS Compute Optimizer?
AWS Compute Optimizer maps to Compute Engine machine type recommendations, part of Google's Recommender / Active Assist portfolio, which also covers idle VMs and other resources.
How does pricing compare between AWS Compute Optimizer and Machine type recommendations (Active Assist)?
AWS: Basic recommendations are free. Enhanced infrastructure metrics are billed per resource per hour. Google Cloud: No charge for machine type recommendations. Check the official pricing pages for current rates.
What is the Azure equivalent?
Azure Advisor (partial match). AWS Compute Optimizer maps partly to Azure Advisor's cost recommendations.