| Product/Vendor | AWS | GCP | Azure |
|---|---|---|---|
| Storage | S3 | GCS | Blob Storage |
| CaaS (stateful, for shiny) | App Engine Flexible | App Service | |
| CaaS (stateless, for plumber) | Cloud Run | ||
| Pipeline Orchestration | Date Pipeline | Dataflow (Apache Beam) | Data Factory |
| MPP | Cloud Dataproc (Spark, Hadoop) | Synapse Analytics (Spark) | |
| OLAP DB (key/value, document) | DynamoDB | ||
| OLAP DB (schema) | Redshift | BigQuery | Synapse Analytics (formerly Data Warehouse) |
| Discovery |