Security Tool Comparisons
In-depth, vendor-neutral comparisons of leading application security tools. Based on academic benchmarks, practitioner reports, and official documentation.
How we compare security tools
These comparisons pull from academic benchmarks (OWASP Benchmark, EASE 2024), independent security assessments, practitioner reviews on G2 and Gartner, pricing data, and official docs. When a vendor's marketing says one thing and independent data says another, we show both.
Konvu is not a scanner. We sit downstream of SAST and SCA tools and triage their output for exploitability. We work with all of these tools, so we have no reason to favor one over another. The comparisons are vendor-neutral because our business model is.
Each guide covers detection accuracy, false positive rates, language support, custom rules, CI/CD fit, pricing, and enterprise features. We flag where a tool genuinely excels, where it falls short, and where independent data just does not exist yet.
We review and update these regularly. Something wrong or outdated? Tell us.
Checkmarx vs Veracode: A Deep Technical Comparison (2026)
Vendor-neutral comparison of Checkmarx vs Veracode. Architecture, SAST accuracy, CI/CD integration, rule customization, pricing, and enterprise features from independent data.
SCA vs SAST: What Each Tool Actually Does (and Doesn't)
Vendor-neutral comparison of SCA and SAST. What each tool detects, where they overlap, false positive rates, pricing models, and how to build a practical AppSec toolchain.
Semgrep vs CodeQL: A Deep Technical Comparison (2026)
In-depth, vendor-neutral comparison of Semgrep vs CodeQL. SAST accuracy, custom rules, CI/CD speed, pricing, and ecosystem fit from independent data.
Semgrep vs SonarQube: A Deep Technical Comparison (2026)
In-depth, vendor-neutral comparison of Semgrep vs SonarQube. SAST accuracy, custom rules, SCA, and pricing from independent benchmarks.
Snyk vs SonarQube: A Deep Technical Comparison (2026)
In-depth, vendor-neutral comparison of Snyk vs SonarQube. SAST, SCA, code quality, pricing, and enterprise features from independent research.
Snyk vs Semgrep: A Deep Technical Comparison (2026)
In-depth, vendor-neutral comparison of Snyk vs Semgrep. SAST accuracy, SCA depth, custom rules, pricing, and CI/CD speed from independent data.