| Compute | Virtual Server |  Amazon EC2 | Alibaba ECS | - Azure Virtual Machine
- Virtual Machine Scale Sets
| Compute Engine |
| Compute | Container Registration Service | Amazon EC2 Container Registry | Alibaba Container Registry Archives | Azure Container Registry | Container Registry |
| Compute | Container Management Service | Amazon EC2 Container Service | Alibaba Container Service | - Azure Container Service
- Azure Container Instances
| Container Engine |
| Compute | Micro Services App Development Platform | AWS Lambda | Coming Soon | Azure Service Fabric | Google Cloud Functions |
| Compute | Virtual Private Servers | Amazon Lightsail | Coming soon | Azure App Service Environment | |
| Compute | Batch Jobs | AWS Batch | Coming soon | Azure Batch | |
| Compute | App Development/ Deployment (Java /.Net /PHP /Python) | AWS Elastic Beanstalk | Coming soon | - Azure Web Apps
- Azure Cloud Services
| Google App engine |
| Storage | Object Storage | Amazon Simple Storage Service (S3) | Object Storage Service | Azure Blob Storage | Cloud Storage |
| Storage | Virtual Machine Disk Storage | Amazon Elastic Block Storage (EBS) | Block Storage | Azure Page Blobs / Premium Storage | Persistent Disk |
| Storage | File Storage (SMB Compatible) | Amazon Elastic File System (EFS) | NAS File Storage | Azure File Storage | |
| Storage | Long Term Cold Storage | Amazon Glacier | Object Storage Archive | Azure Cool Storage | Cloud Storage |
| Storage | Hybrid Storage/Storage Gateway | AWS Storage Gateway | | Azure Storsimple | |
| Database | Relational Database Management Service | - Amazon Aurora
- Amazon RDS
| - ApsaraDB for RDS MYSQL
- ApsaraDB for RDS SQL Server
- ApsaraDB for RDS PostgreSQL
| - Azure SQL Database
- SQL Server Stretch Database
- Azure CosmosDB
- Azure Database for MySQL
- Azure Database for PostgresSQL
| - Cloud SQL
- Cloud Spanner
|
| Database | Non Relational Database Management Service | - Amazon DynamoDB
- Amazon DynamoDB Accelerator (DAX)
| Apsaradb for Mongodb | - Azure CosmosDB
- Azure Time Series Insights
| - Cloud Datastore
- Cloud BigTable
|
| Database | In-Memory Data Store | Amazon ElastiCache | ApsaraDB for Redis | Azure RedisCache | |
| Database | Data Warehousing | Amazon Redshift | Alibaba MaxCompute ODPS | Azure SQL Datawarehouse | Big Query |
| Migration Services | Database Migration Services | AWS Database Migration Service | Data Transmission Service | Azure Database Migration Service (Preview) | |
| Migration Services | Server Migration Services | AWS Server Migration Service | | - Site Recovery
- Azure Websites Migration Assistant
| |
| Migration Services | Small Scale Data Transfer Service | AWS Import/Export | | Azure Import/Export | |
| Migration Services | Large Scale Data Transfer Solution(Petabyte Scale) | AWS Snowball | | | |
| Migration Services | Large Scale Data Transfer Solution(Terabyte Scale) | AWS Snowball Edge | | | |
| Migration Services | Large Scale Data Transfer Solution(Exabyte Scale) | AWS Snowball Edge | | | |
| Networking & Content Delivery | Virtual Networking | Amazon VPC | Virtual Private Cloud | Azure VNet | Cloud Virtual Network |
| Networking & Content Delivery | Network Gateway | Amazon VPN | | Azure VPN Gateway | Cloud VPN |
| Networking & Content Delivery | Content Delivery Network | Amazon CloudFront | Alibaba Content Delivery Network | Azure CDN | Cloud CDN |
| Networking | Networking & Content Delivery | Amazon Route 53 | Alibaba Cloud DNS | - Azure DNS
- Azure Traffic Manager
| Cloud DNS |
| Networking & Content Delivery | Private Connectivity | AWS Direct Connect | Alibaba Express Connect | Azure Express Route | Cloud InterConnect |
| Networking & Content Delivery | Load Balancers | Elastic Load Balancing | Server Load Balancing | Azure Load Balancer | Cloud Load Balancing |
| Developer Tools | Cloud Software Development Kit | - AWS Code Star
- AWS CodeCommit
- AWS CodeBuild
- AWS CodeDeploy
- AWS CodePipeline
- AWS X-Ray
| | Visual Studio Team Services | Cloud Source Repositories |
| Developer Tools | Cloud Software Development Kit | AWS SDK | Alibaba Cloud SDK | Azure SDK Visual Studio | - Cloud SDK Cloud Tools for IntelliJ
- Cloud Tools for Android Studio
- Cloud Tools for Powershell
- Google Plugin for Eclipse
|
| Management Tools | Server Management Services | Amazon EC2 Systems Manager | | Azure Operational Insights | |
| Management Tools | Cloud Deployment Templates/ Infra as Code | AWS CloudFormation | Resource Orchestration Service | Azure Resource Manager | Cloud Resource Manager |
| Management Tools | Logging & Monitoring | - Amazon CloudWatch
- AWS CloudTrail
| CloudMonitor | - Log Analytics
- Azure portal
- Application Insights
| - Google StackDriver
- Monitoring
- Logging
- Error Reporting
- Trace
- Debugger
|
| Management Tools | Resource/Configuration Inventory | AWS Config | Alibaba Log Service | Azure portal(audit logs) | Cloud Security Scanner |
| Management Tools | Server Automation | AWS OpsWorks | Resource Orchestration Service | - Resource Manager
- Azure Automation
- VM Extentions
| |
| Management Tools | Server Automation | AWS Service Catalog | | | |
| Management Tools | Cloud Cost/Performance/Security Advisor | AWS Trusted Advisor | | Azure Advisor | Google Cloud Platform Security |
| Management Tools | Alerts and Remediation guidance Service | AWS Personal Health Dashboard | Cloud monitoring, Notification and Alerts | - Azure Monitor
- Azure Mperations Management Suite (OMS)
| |
| Management Tools | Cloud Management Tools | - AWS Command Line Interface
- AWS Management Console
| Alibaba Command Line Interfaces | - Azure Command Line Interface Azure Powershell
- Azure Management Console
| - Cloud Shell
- Cloud Console
- Billing API
- Cloud APIs
|
| Management Tools | Automated Infra Management Services | AWS Managed Services | | | |
| Disaster Recovery Services | Automated Disaster Recovery Services | AWS Disaster Recovery | Alibaba Disaster Recovery | - Azure Site Recovery
- Azure Backup
| |
| Security & Identity, Compliance | Identity & Access Management | AWS Identity and Access Management (IAM) | Resource Access Management | Azure Active Directory | - Cloud IAM
- Cloud Identity-Aware Proxy
|
| Security & Identity, Compliance | Cloud Security Assesment Service | Amazon Inspector | | Azure Security Center | |
| Security & Identity, Compliance | Secured Socket Layer(SSL) Certificates | AWS Certificate Manager | SSL Certificates | App Service Certificate | |
| Security & Identity, Compliance | Hardware Based Security Module | AWS CloudHSM | Key Management Service | Azure KeyVault | Cloud Key Management Service |
| Security & Identity, Compliance | Directory Services | AWS Directory Service | | - Azure Active Directory
- Azure Active Directory B2C
- Azure Active Directory Domain Services
- Azure Active Directory Multi Factor Authentication
| |
| Security & Identity, Compliance | Key Management Services | AWS Key Management Service | Key Management Service | Azure KeyVault | |
| Security & Identity, Compliance | Consolidated Manag of Multiple Cloud Accounts | AWS Organizations | | | |
| Security & Identity, Compliance | DDos Protection Service | AWS Shield | DDOS Pro and Basic | | |
| Security & Identity, Compliance | Web Application Firewall | AWS WAF | Web Application Firewall | Azure WAF | |
| Security & Identity, Compliance | Security & Compliance Service | AWS Artifact | Alibaba Truster Center | Azure Security & Compliance | |
| Big Data & Advanced Analytics | Big Data Query as a Service | Amazon Athena | E-MapReduce Service | Azure Data Lake Analytics | |
| Big Data & Advanced Analytics | Big Data Managed Cluster as a Service | Amazon EMR | E-MapReduce Service | Azure HDInsight | Cloud DataProc |
| Big Data & Advanced Analytics | Cloud Search | - Amazon CloudSearch
- Amazon Elastic Search Service
| Alibaba Search Coming soon | Azure Search | |
| Big Data & Advanced Analytics | Streaming Service | Amazon Kinesis | Coming soon | - Azure Stream Analytics
- Azure Event Hub
| Cloud Dataflow |
| Big Data & Advanced Analytics | Data Warehouse | Amazon Redshift | Alibaba MaxCompute ODPS | Azure SQL Datawarehouse | Big Query |
| Big Data & Advanced Analytics | Business Intelligence & Data Visualization | Amazon QuickSight | Data IDE | PowerBI | Google Data Studio (Beta) |
| Big Data & Advanced Analytics | Cloud ETL | - AWS Data Pipeline
- AWS Glue
| | - Azure Data Factory
- Azure Data Catalog
| Cloud DataPrep (Private Beta) |
| Artificial Intelligence | Language Processing AI | Amazon Lex | Coming soon | - LUIS (Language Understanding Intelligent Service)
- Azure Bot Service
- Azure Speech Recognition API
| Natural Language API |
| Artificial Intelligence | Speech Recognition AI | Amazon Polly | Alibaba Speech API | Bing Speech API | - Translation API
- Speech API
|
| Artificial Intelligence | Image Recognition AI | Amazon Rekognition | Alibaba Image Recognition | - Emotion API
- Face API
- Computer Vision API
| Vision API |
| Artificial Intelligence | Machine Learning | Amazon Machine Learning | Alibaba Machine Learning Coming Soon | - Azure Machine Learning
- Azure Machine Learning Workbench
- Azure Machine Learning Model Management
| - Cloud DataLab
- Cloud Machine Learning Services
|
| Mobile Services | Mobile App Development Services | AWS Mobile Hub | | Azure Mobile Apps | Cloud Mobile App |
| Mobile Services | Web API Management Service | Amazon API Gateway | API Gateway | Azure API Management | Cloud Endpoints |
| Mobile Services | Web/Mobile Authentication Services | Amazon Cognito | | Azure Mobile SDK,Offline/Sync | Firebase Authentication |
| Mobile Services | Consolidated Mgmt of Multiple Cloud Accounts | Amazon Pinpoint | | Azure Mobile Engagement | |
| Mobile Services | Mobile App Testing Service | AWS Device Farm | Alibaba Mobile Security | - Xamarin Test Cloud (Front End)
- Azure DevTest Labs (Back End)
| Cloud Test Lab |
| Mobile Services | Mobile App Software Development Toolkit | AWS Mobile SDK | | Azure Mobile SDK | |
| Mobile Services | Application Services | AWS Step Functions | Coming soon | - Microsoft Flow
- Azure Logic Apps
- Azure Functions
- Azure App Service WebJobs
| App Engine |
| Mobile Services | Mobile App Analytics | Amazon Mobile Analytics | | Hockey App | Firebase Analytics |
| Application Services | API Management Service | Amazon API Gateway | | Azure API Management | |
| Application Services | Media Transcoders | Amazon Elastic Transcoder | ApsaraVideo Live | - Azure Media Services
- Live On Demand Streaming
- Azure Media Player
- Content Protection
- Media Analytics
| |
| Application Services | Queuing Services | Amazon SQS | | - Service Bus queues
- Queue Storage
- Service Bus topics
- Service Bus relay
| Cloud Pub/Sub |
| Application Services | Mobile Analytics | Amazon Pinpoint | | Mobile Engagement | |
| Application Services | Email Services | Amazon SES | Direct Mail | | |
| Application Services | Notification Services | Amazon SNS | Alibaba Notification | Azure Notification Services | |
| Application Services | Blockchain Services | | Blockchain | Blockchain | |
| Application Services | Chatbot | Lex Chatbots | Alibaba Chatbot coming soon | Microsoft Chatbot | |
| Business Productivity | Office Document Solutions | - Amazon WorkDocs
- Amazon WorkMail
- Amazon WorkSpaces
| | Microsoft Office 365 | G Suite |
| Business Productivity | Desktop Application Streaming | Amazon AppStream 2.0 | | | |
| Software MarketPlace | Cloud Marketplace | AWS Marketplace | Alibaba Cloud Marketplace | Azure MarketPlace | Cloud Launcher |
| Internet of Things | IoT Platform | AWS IoT Platform | Internet of Things | Azure IoT Platform | Cloud IoT Core |
| Internet of Things | IoT Development Solutions | AWS Greengrass | | - Azure IoT SDK
- Azure IoT Edge
| |
| Internet of Things | IoT Hardware | AWS IoT Button | | | |
| Game Development | Game Development | Amazon Lumberyard | | Visual Studio | |
| Development & Testing | Development & Testing | AWS Dev/Test | | Azure Dev/Test | |
