AWS vs. GCP vs. Azure: A Comprehensive List of Cloud Services
Are you overwhelmed by the multitude of services offered by major cloud providers like Amazon Web Services (AWS), Google Cloud Platform (GCP), and Microsoft Azure?
I did get overwhelmed. That's why I created this list for my own purpose. Please bookmark it so you can land on this when you need it.
As a Data Engineer, I run around like a headless chicken, switching between these services as I work with multiple clients on a day-to-day business.
This comprehensive list provides an overview of the wide range of services available on each platform, giving you a valuable reference to explore and understand their capabilities.
Introduction:
Cloud computing has transformed how businesses operate, offering many services that cater to diverse needs. AWS, GCP, and Azure are at the forefront of this evolution, providing an extensive array of tools to support businesses of all sizes and industries.
| Service Category | AWS Services | GCP Services | Azure Services |
|---|---|---|---|
| Compute | Amazon EC2 | Google Compute Engine | Azure Virtual Machines |
| Amazon Lightsail | Google App Engine | Azure Virtual Machine Scale Sets | |
| AWS Lambda | Google Cloud Functions | Azure Batch | |
| AWS Elastic Beanstalk | Google Kubernetes Engine (GKE) | Azure Service Fabric | |
| Amazon EC2 Container Service | Google Cloud Run | Azure Container Instances | |
| AWS Fargate | Google Anthos | Azure Functions | |
| Storage | Amazon S3 | Google Cloud Storage | Azure Blob Storage |
| Amazon EBS | Google Cloud Persistent Disk | Azure Files | |
| Amazon Glacier | Google Cloud Storage Nearline | Azure Data Lake Storage | |
| Amazon EFS | Google Cloud Filestore | Azure Table Storage | |
| AWS Snow Family | Google Cloud Storage Coldline | Azure Disk Storage | |
| AWS Storage Gateway | Google Cloud Transfer Service | Azure Managed Disks | |
| Database | Amazon RDS | Google Cloud SQL | Azure SQL Database |
| Amazon DynamoDB | Google Cloud Spanner | Azure Cosmos DB | |
| Amazon Redshift | Google Cloud Bigtable | Azure Database for MySQL | |
| Amazon Neptune | Google Cloud Firestore | Azure Database for PostgreSQL | |
| Amazon ElastiCache | Google Cloud Memorystore | Azure Database for MariaDB | |
| Amazon DocumentDB | Google Cloud Firebase Realtime Database | Azure Database Migration Service | |
| Networking | Amazon VPC | Google Virtual Private Cloud (VPC) | Azure Virtual Network |
| AWS Direct Connect | Google Cloud Interconnect | Azure ExpressRoute | |
| Amazon Route 53 | Google Cloud DNS | Azure Load Balancer | |
| Amazon CloudFront | Google Cloud CDN | Azure Application Gateway | |
| AWS Global Accelerator | Google Cloud Network Service Tiers | Azure VPN Gateway | |
| AWS Transit Gateway | Google Cloud Peering | Azure Content Delivery Network (CDN) | |
| Analytics | Amazon EMR | Google Cloud Dataproc | Azure HDInsight |
| Amazon Redshift Spectrum | Google BigQuery | Azure Databricks | |
| Amazon Kinesis | Google Cloud Dataflow | Azure Stream Analytics | |
| Amazon QuickSight | Google Data Studio | Azure Synapse Analytics | |
| AI/ML | Amazon SageMaker | Google AI Platform | Azure Machine Learning |
| Amazon Rekognition | Google Cloud AI | Azure Cognitive Services | |
| Amazon Polly | Google Cloud AutoML | Azure Bot Services | |
| Amazon Comprehend | Google Cloud Vision AI | Azure Custom Vision | |
| Amazon Lex | Google Cloud Natural Language | Azure Form Recognizer | |
| AWS DeepRacer | Google Cloud Speech-to-Text | Azure Language Understanding | |
| Internet of Things | AWS IoT Core | Google Cloud IoT Core | Azure IoT Hub |
| AWS Greengrass | Google Cloud IoT Edge | Azure IoT Central | |
| AWS IoT Analytics | Google Cloud Pub/Sub | Azure IoT Edge | |
| AWS IoT Device Management | Google Cloud IoT Device Manager | Azure Sphere | |
| AWS IoT Events | Google Cloud IoT Dataflow | Azure Time Series Insights | |
| AWS IoT SiteWise | Google Cloud IoT Device Simulator | Azure Digital Twins | |
| Identity & Security | AWS Identity and Access Management (IAM) | Google Cloud Identity and Access Management (IAM) | Azure Active Directory |
| AWS Cognito | Google Cloud Identity Platform | Azure AD B2C | |
| Amazon GuardDuty | Google Cloud Security Command Center | Azure AD B2B | |
| Amazon Inspector | Google Cloud Security Scanner | Azure Multi-Factor Authentication | |
| AWS WAF | Google Cloud Identity-Aware Proxy | Azure Key Vault | |
| AWS Shield | Google Cloud Key Management Service | Azure Security Center | |
| Management Tools | AWS CloudFormation | Google Cloud Deployment Manager | Azure Resource Manager |
| Amazon CloudWatch | Google Cloud Monitoring | Azure Monitor | |
| AWS Systems Manager | Google Cloud Console | Azure Policy | |
| AWS Config | Google Cloud Config | Azure Automation | |
| AWS CloudTrail | Google Cloud Logging | Azure Update Management | |
| AWS OpsWorks | Google Cloud Profiler | Azure Logic Apps | |
| DevOps | AWS CodePipeline | Google Cloud Build | Azure DevOps Services |
| AWS CodeDeploy | Google Cloud Source Repositories | Azure DevTest Labs | |
| AWS CodeBuild | Google Cloud Container Registry | Azure DevOps Pipelines | |
| AWS CodeStar | Google Cloud Buildpacks | Azure Artifacts | |
| AWS Elastic Beanstalk | Google Cloud Deployment Manager | Azure Container Registry | |
| AWS AppConfig | Google Cloud Artifact Registry | Azure Kubernetes Service (AKS) | |
| AWS CodeCommit | Google Cloud Code Repositories | Azure Spring Cloud | |
| Content Delivery | Amazon CloudFront | Google Cloud CDN | Azure Content Delivery Network (CDN) |
| Amazon S3 Transfer Acceleration | Google Cloud Load Balancing | Azure Front Door | |
| Amazon CloudFront Lambda@Edge | Google Cloud Armor | Azure Application Gateway | |
| Amazon CloudFront Field Level Encryption | Google Cloud Traffic Director | Azure CDN | |
| Amazon S3 Cross-Region Replication | Google Cloud Global Load Balancing | Azure Traffic Manager | |
| Amazon S3 Select | Google Cloud External Content Cache | Azure Private Link | |
| Data Integration | AWS Glue | Google Cloud Dataflow | Azure Data Factory |
| AWS DataSync | Google Cloud Dataprep | Azure Data Share | |
| Amazon Kinesis Data Streams | Google Cloud Data Fusion | Azure Data Box | |
| Amazon Kinesis Data Firehose | Google Cloud Pub/Sub | Azure Data Explorer | |
| AWS AppSync | Google Cloud Composer | Azure Data Migration Service |
Keep in Mind: The cloud industry is dynamic, with providers frequently introducing new services and updates. While this list encompasses a wide range of services available up to the present, it's advisable to visit the official documentation of each platform to access the most up-to-date information on their offerings.
Conclusion
AWS, GCP, and Azure have transformed how businesses operate by providing an extensive suite of cloud services. This comprehensive list gives you a glimpse into their offerings, helping you better understand the available tools and how they can address your business needs.
Whether you're a developer, IT professional, entrepreneur, or anyone interested in cloud computing, this list equips you with valuable insights into the world of AWS, GCP, and Azure services. Dive into the offerings and discover the possibilities that each platform brings to the table.
Post Tags:
- Previous: DAG Runs
- Next: Python Built-in Exceptions