Cloud Service Comparison
Compute
| Service | AWS | Azure | Google Cloud | DigitalOcean |
|---|---|---|---|---|
| Virtual Machines | Amazon EC2 | Azure Virtual Machines | Google Compute Engine | DigitalOcean Droplets |
| Platform as a Service | AWS Elastic Beanstalk | Azure App Service | Google App Engine | DigitalOcean App Platform |
| Container Orchestration | Amazon EKS | Azure Kubernetes Service (AKS) | Google Kubernetes Engine (GKE) | DigitalOcean Kubernetes |
Storage
| Service | AWS | Azure | Google Cloud | DigitalOcean |
|---|---|---|---|---|
| Object Storage | Amazon S3 | Azure Blob Storage | Google Cloud Storage | DigitalOcean Spaces |
| Block Storage | Amazon EBS | Azure Managed Disks | Google Persistent Disk | DigitalOcean Block Storage |
| File Storage | Amazon EFS | Azure Files | Google Filestore | DigitalOcean Volumes |
Containers and Serverless
| Service | AWS | Azure | Google Cloud | DigitalOcean |
|---|---|---|---|---|
| Function as a Service | AWS Lambda | Azure Functions | Google Cloud Functions | DigitalOcean Functions |
| Kubernetes Service | Amazon EKS | Azure Kubernetes Service (AKS) | Google Kubernetes Engine (GKE) | DigitalOcean Kubernetes |
| Container Instances | AWS Fargate | Azure Container Instances | Google Cloud Run | DigitalOcean App Platform |
| Container Registry | Elastic Container Registry (ECR) | Azure Container Registry | Google Container Registry | DigitalOcean Container Registry |
Databases
| Service | AWS | Azure | Google Cloud | DigitalOcean |
|---|---|---|---|---|
| Relational Database | Amazon RDS | Azure SQL Database | Google Cloud SQL | DigitalOcean Managed Databases |
| NoSQL Database | Amazon DynamoDB | Azure Cosmos DB | Google Cloud Datastore | DigitalOcean MongoDB |
| In-Memory Cache | Amazon ElastiCache | Azure Cache for Redis | Google Cloud Memorystore | DigitalOcean Managed Redis |
Networking
| Service | AWS | Azure | Google Cloud | DigitalOcean |
|---|---|---|---|---|
| Virtual Private Cloud | Amazon VPC | Azure Virtual Network | Google Virtual Private Cloud (VPC) | DigitalOcean VPC |
| DNS Service | Amazon Route 53 | Azure DNS | Google Cloud DNS | DigitalOcean DNS |
| Content Delivery Network | Amazon CloudFront | Azure Content Delivery Network | Google Cloud CDN | DigitalOcean CDN |
| Load Balancer | Elastic Load Balancing | Azure Load Balancer | Google Cloud Load Balancing | DigitalOcean Load Balancer |
Analytics
| Service | AWS | Azure | Google Cloud | DigitalOcean |
|---|---|---|---|---|
| Data Warehouse | Amazon Redshift | Azure Synapse Analytics | Google BigQuery | N/A |
| Stream Processing | Amazon Kinesis | Azure Stream Analytics | Google Cloud Dataflow | N/A |
Machine Learning
| Service | AWS | Azure | Google Cloud | DigitalOcean |
|---|---|---|---|---|
| Machine Learning Platform | Amazon SageMaker | Azure Machine Learning | Google Cloud AI Platform | N/A |