Advanced Data Pilfering vs Gato: 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. Gato 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.
DevSecOps teams running GitHub Actions at scale need Gato because it's the only tool that systematically maps and exploits CI/CD pipeline misconfigurations before attackers do. With 701 GitHub stars and active community validation, it's proven effective at exposing credential exposure and privilege escalation paths in workflow files that static scanners routinely miss. Skip this if your GitHub Actions usage is light or your CI/CD security program already includes runtime controls; Gato is purpose-built for teams treating pipeline compromise as a material risk, not a checkbox.
