| Aspect | AWS SAM | AWS CDK | Terraform |
|--------|---------|---------|-----------|
| Starting Price | Open source (service usage costs apply) | Open source (service usage costs apply) | Open source core; commercial editions or vendor offerings available; service usage costs apply |
| Primary Use Case | AWS-first teams building Lambda-centric applications using template-based IaC and CLI-driven workflows | Teams defining infrastructure in programming languages and building higher-level abstractions | Teams prioritizing multi-cloud infrastructure and a centralized state model |
| Key Strength | Serverless-focused abstractions over CloudFormation; CLI-driven local and iterative workflows | Reuse and abstraction via code constructs, testing patterns, and language tooling | Multi-cloud support, state management, and a broad plugin/ecosystem |
| Key Weakness | Template-based models can become verbose at scale; CloudFormation constraints and environment management require conventions | Abstractions can produce generated CloudFormation that is harder to reason about for some teams | Can feel heavyweight for simple serverless applications; may require additional tooling for fast serverless dev loops |
- Narrative analysis
- AWS CDK: Positions itself as a framework for defining cloud infrastructure in general-purpose languages. SAM CLI can be used alongside CDK for local function build/testing in certain workflows.
- Terraform: Frequently selected for organizations requiring multi-cloud portability and a centralized state model; CloudFormation-based tools are AWS-specific.
- Serverless Framework / SST / Pulumi: Selected for developer ergonomics, additional abstractions, or cross-cloud patterns depending on the organization.
- Feature comparison summary
- Areas where SAM is comparatively strong:
- Concise serverless-focused template syntax relative to raw CloudFormation for typical serverless resources.
- CLI-driven workflows for local testing and code sync.
- Areas where SAM lags relative to alternatives:
- Large-scale abstraction and reuse compared with CDK or Pulumi.
- Multi-cloud support compared with Terraform.
- Out-of-the-box state management and organization-wide governance workflows compared with Terraform enterprise features.
- Pricing comparison
- SAM and CDK are available without license cost; the primary cost considerations are operational and runtime AWS service costs as well as engineering overhead.
- Market share and adoption trends
- Robust market share numbers comparing SAM, CDK, and Terraform are not available in the public sources collected for this report; academic and community references provide qualitative insight but limited quantitative market-share measurement.