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Azure OpenAI Service vs Amazon Bedrock

This comparison was retrieved by database IDs selected from the catalog.

Azure OpenAI Service favicon

Azure OpenAI Service

Microsoft

Amazon Bedrock favicon

Amazon Bedrock

Amazon Web Services

Overview
Rating
—
—
Category
Developer Tools
Developer Tools
Subcategory
Enterprise AI API
AI Foundation Model API
Company
Microsoft
Amazon Web Services
Status
Active
Active
Launch year
2023
2023
Tags
azuremicrosoftopenaienterprisecomplianceapi
awsenterpriseapicompliancecloudfoundation-models
Pricing
Starting price
FreeBest value
Free
Pricing model
Usage-based
Usage-based
Free plan
No
No
Free trial
✓
✓
Pricing notes

Pay-as-you-go per token. Free tier with limited credits for new Azure accounts. Pricing matches OpenAI API rates (e.g. GPT-4o at $2.50/million input tokens). Provisioned throughput available. Enterprise custom pricing.

Pay-as-you-go per token. No minimum. Free trial with limited credits for new accounts. Pricing varies by model from $0.00015/1K tokens (Titan Lite) to $0.015/1K tokens (Claude 3 Opus). Provisioned throughput available.

Capabilities
Best for
Enterprise AI deploymentCompliance-sensitive API useAzure-integrated applicationsRegulated industry AIHIPAA-eligible workloads
Enterprise AI deploymentSecure cloud AICompliance-heavy industriesRAG applicationsProduction AI workloads
Target audience
Enterprise developersAzure-centric organisationsRegulated industriesHealthcare and financial servicesGovernment
Enterprise developersAWS teamsML engineersCompliance-heavy organisationsHealthcare and financial services
AI type
LLM Platform
ML Platform
Modalities
TextImageAudioCode
TextImageCode
Technical
Model provider
OpenAI
AnthropicMetaMistralAmazon
Model names
GPT-4oGPT-4WhisperDALL-E 3
Claude 3Llama 3MistralAmazon Titan
API available
✓
✓
Open source
✕
✕
Deployment
SaaSAPI
SaaSAPI
Platforms
Web (Azure Portal)API
Web (AWS Console)API
Integrations
Azure AI SearchAzure Cognitive ServicesAzure FunctionsPower BIDynamics 365

AWS ecosystem (Lambda, S3, SageMaker, CloudWatch)

Team collaboration
✓
✓
Trust & security
Security

Full Azure enterprise security stack: SOC 2 Type II, ISO 27001, HIPAA, GDPR, FedRAMP. Regional data residency available. Customer data not used for OpenAI model training.

AWS security certifications including SOC 2, HIPAA, ISO 27001, GDPR, and FedRAMP. VPC support for network isolation. Customer-managed encryption keys.

Privacy notes

Data processed within customer-specified Azure regions. Customer data not used to train OpenAI models. Microsoft enterprise agreements apply to data handling.

Bedrock inherits AWS's enterprise security and compliance framework. Data can remain within specific AWS regions for data residency requirements. Model outputs are not used for training. Customer data handling is governed by AWS's standard terms.

Verdict
Pros
  • Same OpenAI model quality with Azure enterprise compliance coverage
  • Regional data residency for GDPR and data sovereignty requirements
  • Fits existing Azure enterprise relationships and billing
  • HIPAA and FedRAMP coverage for regulated industries
  • AWS integration simplifies approval for organisations already on AWS
  • Comprehensive compliance coverage across HIPAA, SOC 2, ISO 27001
  • Access to multiple leading models through one API
  • Agents and Knowledge Bases enable enterprise AI application building without custom infrastructure
Cons
  • Same or slightly higher cost than direct OpenAI API
  • Requires Azure account and familiarity with Azure services
  • Less relevant for non-Azure organisations
  • Azure service complexity adds overhead for simple use cases
  • Developer and enterprise product with no consumer value
  • Pricing can become complex for diverse model usage
  • Models available more cheaply through direct provider APIs in some cases

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