GitLab CLI vs Pulumi

GitLab CLI has no write-up on Specifiction yet; its figures are above.

Pulumi helps engineers define and manage infrastructure as code using general-purpose languages. Supported languages include TypeScript, JavaScript, Python, Go,.NET, Java, YAML, and HCL, with providers such as AWS, Azure, Google Cloud, Kubernetes, Cloudflare, Datadog, and GitHub. Pulumi ESC centralizes secrets and configuration from major vaults and cloud providers and supports short-lived credentials through OIDC. Pulumi Neo can plan and execute infrastructure tasks, debug deployments, generate code, and provide cloud insights. Pulumi Deployments integrates with CI/CD services including Azure DevOps, Bitbucket, CircleCI, GitHub, GitLab, Google Cloud Build, and Jenkins. The CLI runs on Windows, macOS, and Linux and can use self-managed state backends such as S3, Azure Blob, GCS, or local storage. Listed capabilities include policy as code, drift detection, resource import, and self-hosted execution. The free plan includes one user and up to 500 workflow minutes. Essentials costs $40 a month, Pro $400 a month, and Enterprise $2,000 a month. Pulumi states that its platform is SOC 2 Type II certified.