Generative AI platforms & models · AWS vs Google Cloud
Amazon Bedrock Data Automation vs Document AI / Gemini models on Agent Platform
Bedrock Data Automation has no single counterpart.
Document AI covers document extraction, and Gemini's multimodal input handles images, audio, and video with prompts you write.
Side-by-side comparison
| Aspect | Amazon Web Services | Google Cloud |
|---|---|---|
| Service | Amazon Bedrock Data Automation | Document AI Gemini models on Agent Platform |
| Lifecycle | Generally available | Generally available Generally available |
| What it is | GenAI-based extraction of structured output from documents, images, video, and audio. | OCR, form and layout parsing, pretrained specialized processors, and custom extractors for documents. Google's first-party models (Gemini, Gemma, Veo, Lyria, embeddings) served per token or per output unit through the Agent Platform API. |
| Pricing model | Billed per page (documents), per image, or per minute (audio/video), with standard vs custom-output tiers. | Document AI is billed per page processed (rates vary by processor). Gemini calls are billed per token. |
| Docs | Amazon Bedrock Data Automation docs | Document AI docs Gemini models on Agent Platform docs |
| Pricing page | Amazon Bedrock Data Automation pricing | Document AI pricing Gemini models on Agent Platform pricing |
Key differences
- Document AI is document-focused (OCR, layout, forms, custom extractors). Audio and video extraction are done by prompting Gemini.
- Bedrock Data Automation gives one blueprint-driven API across documents, images, audio, and video.
Pricing summary
Pricing models only. No prices are quoted because they change by region and over time.
- AWS
- Billed per page (documents), per image, or per minute (audio/video), with standard vs custom-output tiers. Amazon Bedrock Data Automation pricing →
- GCP
- Document AI is billed per page processed (rates vary by processor). Gemini calls are billed per token. Document AI pricing → Gemini models on Agent Platform pricing →
And on Azure?
Direct match Azure's equivalent is Azure Content Understanding. AWS vs Azure comparison →
FAQ
What is the Google Cloud equivalent of Amazon Bedrock Data Automation?
Bedrock Data Automation has no single counterpart. Document AI covers document extraction, and Gemini's multimodal input handles images, audio, and video with prompts you write.
How does pricing compare between Amazon Bedrock Data Automation and Document AI and Gemini models on Agent Platform?
AWS: Billed per page (documents), per image, or per minute (audio/video), with standard vs custom-output tiers. Google Cloud: Document AI is billed per page processed (rates vary by processor). Gemini calls are billed per token. Check the official pricing pages for current rates.
What is the Azure equivalent?
Azure Content Understanding (direct match). The Azure equivalent of Amazon Bedrock Data Automation is Azure Content Understanding.