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AWS Bedrock vs Pulumi: 2026 Comparison

AWS Bedrock Pulumi
Overview Amazon's managed service providing access to leading foundation models from AI21, Anthropic, Cohere, Meta, and more. An infrastructure-as-code platform that lets developers use familiar programming languages to define and manage cloud infrastructure.
Pricing Pay-per-use ($$-$$$$) Freemium (Free-$225/month)
Key Features
  • Multi-model access
  • Fine-tuning
  • RAG
  • Agents
  • Guardrails
  • Knowledge bases
  • Provisioned throughput
  • IaC with real languages
  • Multi-cloud
  • State management
  • Policy as code
  • Secrets management
  • AI assist
  • Automation API
  • Deployments
Pros
  • Enterprise-grade
  • Multiple model providers
  • AWS integration
  • Security features
  • Use real programming languages
  • Multi-cloud
  • Good TypeScript support
  • Active development
Cons
  • Complex pricing
  • AWS lock-in
  • Steeper learning curve
  • Region limitations
  • Smaller community than Terraform
  • Learning curve
  • State management costs
  • Fewer providers