Google Cloud → AWS and Azure
AWS and Azure equivalents of Cloud Natural Language API
The closest AWS equivalents of Google Cloud Cloud Natural Language API are Amazon Rekognition and Amazon Comprehend; on Azure, Azure AI Content Safety and Azure Language.
About Cloud Natural Language API
| Provider | Google Cloud |
|---|---|
| Status | Generally available |
| What it is | Pretrained entity, sentiment, syntax, classification, and text moderation analysis. |
| Documentation | docs.cloud.google.com |
| Pricing | Official pricing page |
Mappings (2)
| Capability | AWS | Match (GCP vs AWS) | Azure |
|---|---|---|---|
| Image & text content moderation | Amazon Rekognition, Amazon Comprehend | Partial match | Azure AI Content Safety |
| Text analytics (entities, sentiment, key phrases) | Amazon Comprehend | Direct match | Azure Language |
Image & text content moderation Partial match
Rekognition and Comprehend moderation map to Cloud Vision SafeSearch for images, Natural Language moderateText for text, and Model Armor for AI prompts and responses.
- Moderation is spread across three products instead of two.
- SafeSearch returns likelihoods per category (adult, violence, racy, and more) rather than a moderation label taxonomy.
Text analytics (entities, sentiment, key phrases) Direct match
Amazon Comprehend maps to the Cloud Natural Language API: entities, sentiment, syntax, content classification, and moderation.
- Key-phrase extraction and language detection have no separate method; use entities or Cloud Translation's language detection.