DeepSource vs ggshield

DeepSource is an AI code review platform for teams writing code with AI. It reviews pull requests through static analysis and an AI review agent, looking for bugs, anti-patterns, and security vulnerabilities. The review process uses more than 5,000 deterministic rules, while Autofix can provide verified, pre-generated patches for many detected issues. Other checks include secrets detection, open-source dependency vulnerability scanning, and infrastructure-as-code review for Terraform and CloudFormation. Teams can track code coverage and set thresholds for tested code. Supported version-control systems include GitHub, GitLab, Bitbucket, and Azure DevOps; listed integrations also include Jira, Okta, OneLogin, Slack, and Vanta. The service is available through web, API, Linux, macOS, Windows, and self-hosted deployment. Its GraphQL API has a documented limit of 5,000 requests per hour per user. The Open Source tier costs nothing and includes unlimited public repositories and members, plus monthly limits for reviews and formatting runs. Team costs $24 a year, billed yearly, with a stated rate of $24 per user per month. A 14-day trial is available. Enterprise uses custom pricing and offers cloud or self-hosted deployment, among other listed features.

ggshield is GitGuardian’s command-line tool for finding hardcoded secrets before code is pushed. It can scan local files and repositories, run before commits or in CI pipelines, and act as a pre-receive hook for self-managed version control. It also scans Docker image layers, build arguments, and Dockerfiles. GitGuardian’s documentation describes detection for more than 600 secret types. The open-source CLI uses a closed-source secrets detection library behind GitGuardian’s public API. It runs on macOS, Linux, and Windows, with API and self-hosted options. Standard installation needs Git and a supported, non-end-of-life Python version; standalone packages are an exception. Scans require an API key for a GitGuardian workspace, and the login command can provision and store a personal access token. Files over 1 MB are ignored, and API calls accept up to 20 documents each. The free Starter plan is free, billed Always; it includes up to 25 developers, 10K API calls per month, up to 500 historical scan detections, and unlimited real-time scanning.