Advanced Data Pilfering vs Dalfox: Side-by-Side Comparison (2026)
Features, pricing, ratings, and pros & cons — compared head-to-head.
Advanced Data Pilfering is a commercial penetration testing tool by Horizon3.ai. Dalfox is a free penetration testing tool. Compare features, ratings, integrations, and community reviews side by side to find the best penetration testing fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, company size fit, deployment model, here is our conclusion:
Mid-market and enterprise security teams that need to validate whether their defenses actually stop data exfiltration should run Advanced Data Pilfering; most pentesting tools test access, not what attackers do once inside. Horizon3.ai's autonomous approach maps high-value assets and simulates realistic data theft across cloud, Kubernetes, and on-premises environments, delivering the threat-informed validation that compliance frameworks like PCI DSS and NIS 2 increasingly demand. Skip this if your team wants a single platform covering vulnerability scanning, SIEM, and incident response; Advanced Data Pilfering is purpose-built for exfiltration testing and doesn't replace your broader detection stack.
Teams running manual penetration tests or CI/CD pipelines where XSS is a known gap will appreciate Dalfox for its speed; it scans faster than browser-based tools and costs nothing, which matters when you're running it 50 times a month across staging environments. The 4,510 GitHub stars reflect active maintenance and real adoption by security practitioners, not marketing momentum. Skip this if you need a point-and-click UI or dashboard alerting; Dalfox is command-line first and assumes you can read JSON output and integrate it yourself.
