Comparisons
In-depth guides and analysis on comparisons from the Safeguard engineering team.
32 articles
Reachability Analysis vs EPSS vs CVSS: Prioritization Showdown
CVSS scores severity, EPSS predicts exploitation, reachability proves applicability. A spec-level comparison of the three signals — and the order to apply them.
Vanta vs Drata vs Built-In GRC: Where Compliance Should Live
The two compliance automation leaders are closer than their sales decks admit. The bigger question is whether compliance should live in a standalone tool at all.
Checkmarx CxSAST: What It Actually Does
Checkmarx CxSAST is one of the longest-running static analysis engines in the enterprise appsec market. Here's what it actually scans, how it's typically deployed, and where teams run into friction.
Veracode vs Snyk: A Practical Comparison
Veracode and Snyk both cover SAST and SCA, but they come from opposite starting points — Veracode from centralized, policy-driven enterprise scanning, Snyk from developer-first IDE and git integration.
A Black Duck Scan: What It Covers vs SCA Alternatives
A Black Duck scan focuses heavily on open-source license compliance and binary composition analysis — here's what it actually covers, and where modern SCA alternatives pull ahead.
Self-Hosted vs SaaS Security Scanning: An Honest Comparison
Run scanners on your own metal or rent the vendor's? A cost, latency, and data-residency comparison from someone who has operated both and regretted each at least once.
CycloneDX vs SPDX in Practice: Choosing an SBOM Format
Both formats are standards, both are mandated somewhere, and your tooling probably emits both. What actually differs when you run CycloneDX and SPDX in production.
Mend vs Checkmarx vs Snyk: A Practical Comparison
Mend security, Checkmarx, and Snyk all promise to cover SCA and SAST, but they arrive from different roots and that shows up in how each one actually performs day to day.
Snyk Code vs Snyk Open Source: What's the Difference
Snyk Code scans first-party source for flaws; Snyk Open Source scans dependencies for known vulnerabilities — different engines, different findings, and both are needed for full coverage.
Snyk vs Black Duck vs Safeguard: An SCA Comparison
Snyk vs Blackduck comes down to developer-workflow speed versus enterprise policy depth — here's where a newer entrant changes that tradeoff instead of just splitting the difference.
SCA vs SAST vs DAST: Which Do You Actually Need First
Three scanner acronyms, one budget. A spec-level comparison of SCA, SAST, and DAST — what each catches, what each costs to run, and the order that pays off fastest.
Zero-CVE Images vs Hardening Your Own: Cost and Risk Compared
Buy zero-CVE base images or build hardened ones yourself? A cost-and-risk comparison with real numbers: engineering hours, subscription pricing, and CVE half-life.
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