Industry & specialized ML · AWS vs Google Cloud
AWS HealthLake vs Cloud Healthcare API (FHIR stores)
AWS HealthLake maps to FHIR stores in the Cloud Healthcare API.
Side-by-side comparison
| Aspect | Amazon Web Services | Google Cloud |
|---|---|---|
| Service | AWS HealthLake | Cloud Healthcare API (FHIR stores) |
| Lifecycle | Generally available | Generally available |
| What it is | HIPAA-eligible FHIR R4 data store with integrated medical NLP, an agent that converts C-CDA/CSV to FHIR, and analytics integration. | Managed FHIR stores with a REST API and Pub/Sub notifications. The same API also offers HL7v2 stores. |
| Pricing model | Data store hours, storage, and queries/NLP usage. | Billed for data storage and request volume. |
| Docs | AWS HealthLake docs | Cloud Healthcare API (FHIR stores) docs |
| Pricing page | AWS HealthLake pricing | Cloud Healthcare API (FHIR stores) pricing |
Key differences
- HealthLake includes integrated medical NLP; Google's Healthcare NL API has shut down.
Pricing summary
Pricing models only. No prices are quoted because they change by region and over time.
- AWS
- Data store hours, storage, and queries/NLP usage. AWS HealthLake pricing →
- GCP
- Billed for data storage and request volume. Cloud Healthcare API (FHIR stores) pricing →
And on Azure?
Direct match Azure's equivalent is Azure Health Data Services. AWS vs Azure comparison →
FAQ
What is the Google Cloud equivalent of AWS HealthLake?
AWS HealthLake maps to FHIR stores in the Cloud Healthcare API.
How does pricing compare between AWS HealthLake and Cloud Healthcare API (FHIR stores)?
AWS: Data store hours, storage, and queries/NLP usage. Google Cloud: Billed for data storage and request volume. Check the official pricing pages for current rates.
What is the Azure equivalent?
Azure Health Data Services (direct match). The Azure equivalent of AWS HealthLake is the FHIR service in Azure Health Data Services.