| Resource Type | AWS | Azure | GCP |
|---|---|---|---|
| NoSQL DB | DynamoDB | CosmosDB | FireStore |
| Data Warehouse | RDS | DataLake | BigQuery |
| Object Storage | S3 | Container | Cloud Storage |
| SQL DB | RDS | MySQL | Cloud SQL |
| Serverless Compute | Lambda | Functions (aka Function Apps) | Cloud Functions |
| Long Term Storage | Glacier | Archive | Archive |
| Infrequent (< 30 days) Access Storage | IA S3 | Cool | Nearline |
| Infrequent (> 30 days) Access Storage | Coldline | ||
| Frequent Access Storage | S3 Standard | Standard | Standard |
| Physical Data Transfer Service | Snow Family | Transfer Appliance | |
| Containers | ECS - Elastic Container Service | Container Instances | Cloud Run |
| Container Orchestration | EKS - Elastic Kubernetes Service | AKS - Azure Kubernetes Service | GKE - Google Kubernetes Engine |
| Messaging/Queue Service | SQS and SNS | Event Grid and Event Hub | Pub/Sub |
| Cheapest VM Type | Spot Instances | Preemptible VMs | |
| CDN | CloudFront | Front Door | Cloud CDN |
| Mountable File Share | EBS | SMB File Share | Cloud Filestore |
| Data Pipeline | Azure DataFactory | Cloud Data Fusion | |
| Managed Server Side Website Builder/Service | AWS Amplify | Azure Web App | App Engine |
| Total Cost of Ownership Tool | |||
| Pricing Calculator | Pricing Calculator (opens in a new tab) | Pricing Calculator (opens in a new tab) | Pricing Calculator (opens in a new tab) |
| IaC | CloudFormation | Azure Resource Manager (ARM) | Google Cloud Deployment Manager + Terraform |