Google Cloud → AWS and Azure
AWS and Azure equivalents of Cloud Vision API
The closest AWS equivalents of Google Cloud Cloud Vision API are Amazon Rekognition and Amazon Comprehend; on Azure, Azure Vision – Image Analysis, Microsoft Foundry Models (incl. Azure OpenAI), Azure Content Understanding and Azure AI Content Safety.
About Cloud Vision API
| Provider | Google Cloud |
|---|---|
| Status | Generally available |
| What it is | Pretrained image analysis (labels, objects, OCR, faces without identity, landmarks, logos, SafeSearch). |
| Documentation | docs.cloud.google.com |
| Pricing | Official pricing page |
Mappings (2)
| Capability | AWS | Match (GCP vs AWS) | Azure |
|---|---|---|---|
| Prebuilt image analysis | Amazon Rekognition | Direct match | Azure Vision – Image Analysis Deprecated, Microsoft Foundry Models (incl. Azure OpenAI), Azure Content Understanding |
| Image & text content moderation | Amazon Rekognition, Amazon Comprehend | Partial match | Azure AI Content Safety |
Prebuilt image analysis Direct match
Amazon Rekognition Image maps to the Cloud Vision API (labels, objects, text, faces, landmarks, logos, SafeSearch), with Gemini for open-ended image understanding.
- Cloud Vision detects faces and facial attributes but does not identify individuals.
- Gemini can answer free-form questions about images, which neither pretrained API does.
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.