Safety CLI vs SCANOSS Security Dataset: Side-by-Side Comparison (2026)

Safety CLI: CLI tool for scanning Python dependencies for known vulnerabilities. built by Safety. Core capabilities include Python dependency vulnerability scanning, Multi-environment scanning (local, CI/CD, production), Policy-based scan configuration..

SCANOSS Security Dataset: Vulnerability detection dataset for declared & undeclared dependencies in code. built by SCANOSS. Core capabilities include Local code scanning with SCANOSS agent, SBOM generation, Vulnerability detection in declared and undeclared dependencies..

Both serve the Software Composition Analysis market but differ in approach, feature depth, and target audience.

Safety CLI differentiates with Python dependency vulnerability scanning, Multi-environment scanning (local, CI/CD, production), Policy-based scan configuration. SCANOSS Security Dataset differentiates with Local code scanning with SCANOSS agent, SBOM generation, Vulnerability detection in declared and undeclared dependencies.

Safety CLI is developed by Safety. SCANOSS Security Dataset is developed by SCANOSS. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Safety CLI and SCANOSS Security Dataset serve similar Software Composition Analysis use cases: both are Software Composition Analysis tools, both cover CVE, Dependency Scanning, Open Source. Key differences: Safety CLI is Free while SCANOSS Security Dataset is Commercial. Review the feature comparison above to determine which fits your requirements.