Modern QA2026Tool Comparison — tiles
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3.2Tool Comparison

Tool Language Scope Speed Custom Rules CI Integration
tfsec Go Terraform only Very fast Rego, YAML Native GitHub Action
Checkov Python Terraform, CloudFormation, K8s, Helm, Dockerfiles Fast Python All major CI systems
Trivy (config mode) Go Terraform, CloudFormation, K8s, Dockerfiles Very fast Rego GitHub Action, GitLab template
OPA/Conftest Rego Any structured data (JSON, YAML, HCL) Fast Rego (native) Any CI via CLI
Bridgecrew SaaS + Python Multi-framework Fast Python (extends Checkov) Full platform + CLI
Snyk IaC SaaS + CLI Terraform, CloudFormation, K8s, ARM Moderate UI-based All major CI systems

The choice between these tools depends on your stack, team skills, and compliance requirements. Many teams use multiple tools in combination -- for example, Checkov for broad coverage plus OPA for custom organizational policies.