GCP vs AWS vs Azure: A Detailed Comparison

Compute Engine

• Business Use Case: Virtual machines to run various workloads.
• Real-Time Example: A web hosting company uses Compute Engine to host their clients’ websites.
• AWS Equivalent: Amazon EC2
• Azure Equivalent: Azure Virtual Machines

2. App Engine

• Business Use Case: Managed platform for building and deploying web applications.
• Real-Time Example: A startup uses App Engine to quickly develop and scale their web app without managing the underlying infrastructure.
• AWS Equivalent: AWS Elastic Beanstalk
• Azure Equivalent: Azure App Services

3. Kubernetes Engine (GKE)

• Business Use Case: Managed Kubernetes service for containerized applications.
• Real-Time Example: An e-commerce company uses GKE to manage and deploy their containerized microservices architecture.
• AWS Equivalent: Amazon EKS
• Azure Equivalent: Azure AKS

4. Cloud Storage

• Business Use Case: Object storage for storing and retrieving any amount of data.
• Real-Time Example: A media company uses Cloud Storage to store and serve video content.
• AWS Equivalent: Amazon S3
• Azure Equivalent: Azure Blob Storage

5. BigQuery

• Business Use Case: Fully-managed, serverless data warehouse for large-scale data analysis.
• Real-Time Example: A marketing firm uses BigQuery to analyze customer data and generate insights for targeted campaigns.
• AWS Equivalent: Amazon Redshift
• Azure Equivalent: Azure Synapse Analytics

6. Cloud SQL

• Business Use Case: Managed relational database service.
• Real-Time Example: An online retailer uses Cloud SQL to manage their transactional databases for order processing.
• AWS Equivalent: Amazon RDS
• Azure Equivalent: Azure SQL Database

7. Pub/Sub

• Business Use Case: Messaging service for real-time analytics and event-driven systems.
• Real-Time Example: A ride-sharing app uses Pub/Sub to handle real-time updates and notifications.
• AWS Equivalent: Amazon SNS and SQS
• Azure Equivalent: Azure Service Bus

8. Cloud Functions

• Business Use Case: Event-driven serverless compute service.
• Real-Time Example: A fintech startup uses Cloud Functions to process payment transactions and trigger notifications.
• AWS Equivalent: AWS Lambda
• Azure Equivalent: Azure Functions

9. Cloud Run

• Business Use Case: Fully managed compute platform to run containerized applications.
• Real-Time Example: A logistics company uses Cloud Run to deploy and scale their shipment tracking application.
• AWS Equivalent: AWS Fargate
• Azure Equivalent: Azure Container Instances

10. Cloud Spanner

• Business Use Case: Globally distributed, horizontally scalable relational database.
• Real-Time Example: A global online gaming platform uses Cloud Spanner to manage player data across regions.
• AWS Equivalent: Amazon Aurora
• Azure Equivalent: Azure Cosmos DB

11. AI Platform

• Business Use Case: Building, deploying, and managing machine learning models.
• Real-Time Example: A healthcare provider uses AI Platform to develop models for predicting patient readmissions.
• AWS Equivalent: Amazon SageMaker
• Azure Equivalent: Azure Machine Learning

12. Cloud CDN

• Business Use Case: Content delivery network to improve the performance of web and media assets.
• Real-Time Example: A news website uses Cloud CDN to deliver content quickly to users worldwide.
• AWS Equivalent: Amazon CloudFront
• Azure Equivalent: Azure CDN

Comparison Summary

• Compute: All three platforms offer robust virtual machines, serverless compute options, and managed Kubernetes services.
• Storage: GCP, AWS, and Azure provide scalable object storage and managed SQL databases.
• Data Analysis: BigQuery, Redshift, and Synapse Analytics are strong data warehousing solutions with unique features and integrations.
• AI/ML: Each cloud provider offers comprehensive AI/ML services, with GCP’s AI Platform, AWS’s SageMaker, and Azure’s Machine Learning service.
• Content Delivery: Cloud CDN, CloudFront, and Azure CDN help optimize content delivery across the globe.

This overview provides a starting point for understanding GCP services, their business use cases, and how they compare to similar offerings from AWS and Azure.