Category · 19 comparisons

AI & Machine Learning: AWS vs Azure vs Google Cloud

Every ai & machine learning capability, with its name on each cloud. Click a row for the full comparison and differences.

CapabilityAWSAzureGoogle CloudMatch
ML platform (train, tune, deploy)
  • Amazon SageMaker AI
  • Azure Machine Learning
  • Vertex AI
Exact
Generative AI / foundation model APIs
  • Amazon Bedrock
  • Microsoft Foundry (Azure AI Foundry)
  • Azure OpenAI in Foundry Models
  • Vertex AI (Model Garden & Gemini API)
Exact
Provider's own foundation models
  • Amazon Nova
  • Microsoft MAI models
  • Gemini
Close
AI agent building & hosting
  • Amazon Bedrock AgentCore
  • Amazon Bedrock Agents
  • Foundry Agent Service
  • Vertex AI Agent Builder
  • Vertex AI Agent Engine
Close
AI coding assistant
  • Amazon Q Developer
  • Kiro
  • GitHub Copilot
  • Gemini Code Assist
Close
Enterprise AI assistant
  • Amazon Quick Suite
  • Amazon Q Business
  • Microsoft 365 Copilot
  • Gemini Enterprise
Close
Image & video analysis
  • Amazon Rekognition
  • Azure AI Vision
  • Azure AI Video Indexer
  • Cloud Vision API
  • Video Intelligence API
Exact
Speech to text
  • Amazon Transcribe
  • Azure AI Speech
  • Speech-to-Text
Exact
Text to speech
  • Amazon Polly
  • Azure AI Speech
  • Text-to-Speech
Exact
Machine translation
  • Amazon Translate
  • Azure AI Translator
  • Cloud Translation
Exact
Natural language processing
  • Amazon Comprehend
  • Azure AI Language
  • Natural Language AI
Exact
Document data extraction
  • Amazon Textract
  • Azure AI Document Intelligence
  • Document AI
Exact
Conversational bots
  • Amazon Lex
  • Microsoft Copilot Studio
  • Azure AI Bot Service
  • Conversational Agents (Dialogflow CX)
Close
Cloud contact center
  • Amazon Connect
  • Dynamics 365 Contact Center
  • Azure Communication Services
  • Customer Engagement Suite (Contact Center as a Service)
Close
Enterprise search
  • Amazon Kendra
  • Azure AI Search
  • Vertex AI Search
Close
Recommendations
  • Amazon Personalize
No direct equivalent
  • Vertex AI Search for commerce
Partial
AI safety guardrails
  • Amazon Bedrock Guardrails
  • Azure AI Content Safety
  • Model Armor
Close
Managed notebooks
  • Amazon SageMaker Studio
  • Azure Machine Learning notebooks
  • Colab Enterprise
  • Vertex AI Workbench
Close
In-database ML
  • Amazon Redshift ML
  • Microsoft Fabric Data Science
  • BigQuery ML
Close