| Account Management | AWS Organization Root | Azure Tenant (Microsoft Entra) | Google Cloud Organization | OCI Tenancy | Cloudflare Account | Top-level organizational structure for managing users, groups, and applications |
| Account Management | AWS Account | Azure Subscription | Google Cloud Project | OCI Compartment | Cloudflare Zone | Logical unit for services linked to billing and resource management boundaries |
| Account Management | Organizational Units (OUs) | Management Groups | Folders | Compartment Hierarchy | Account Members | Hierarchical structures for organizing and managing resources across multiple accounts/subscriptions |
| AI Services | Rekognition | Computer Vision | Vision AI | Vision | AI (Inference) | Image and video analysis |
| AI Services | Polly | Speech (Text-to-Speech) | Text-to-Speech | Speech | — | Neural voice conversion |
| AI Services | Transcribe | Speech (Speech-to-Text) | Speech-to-Text | Speech | — | Audio transcription service |
| AI Services | Translate | Translator | Translation AI | Language | — | Neural machine translation |
| AI Services | Comprehend | Text Analytics | Natural Language AI | Language | — | Natural language processing |
| AI Services | Lex | Conversational Language Understanding | Dialogflow | Digital Assistant | — | Conversational interfaces |
| AI Services | Textract | Document Intelligence | Document AI | Document Understanding | — | Document data extraction |
| AI Services | OpenSearch Service | AI Search | Vertex AI Search | Search | Vectorize | Enterprise search service |
| Big Data | EMR | HDInsight | Dataproc | Big Data Service | — | Managed Hadoop and Spark service |
| Big Data | Kinesis | Event Hubs / Stream Analytics | Pub/Sub + Dataflow | Streaming | Stream | Real-time data streaming |
| Big Data | MSK | Event Hubs | Pub/Sub | Streaming (Kafka) | — | Managed Kafka clusters |
| Business Intelligence | QuickSight | Power BI | Looker | Analytics Cloud | Web Analytics | Analytics and visualization tools |
| Communication | SES | Communication Services | SendGrid (third-party) | Email Delivery | Email Routing | Email sending service |
| Compute | EC2 | Virtual Machines | Compute Engine | OCI Compute | — | On-demand virtual machines billed per second |
| Compute | VMware Cloud on AWS | Azure VMware Solution | Google Cloud VMware Engine | Oracle Cloud VMware Solution | — | Enables migration of VMware vSphere environments |
| Compute | AWS ParallelCluster | Azure CycleCloud | HPC Toolkit | OCI HPC | — | Facilitates creation and management of HPC clusters |
| Compute | AWS Auto Scaling | Virtual Machine Scale Sets | Managed Instance Groups | Autoscaling | Workers (auto-scale) | Automatic scaling of compute resources |