Advanced Data Pilfering vs Grafana SSRF: 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. Grafana SSRF 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.
Penetration testers and red teamers validating Grafana deployments need Grafana SSRF to confirm authentication bypass chains before attackers do. The tool exploits a known authenticated SSRF vector in Grafana that stays under the radar of most scanning tools, giving you a concrete test case against a real-world monitoring platform many orgs assume is locked down. Skip this if you're looking for a general web app SSRF scanner; this is purpose-built for Grafana's specific request proxy behavior and won't generalize to your API gateway or load balancer testing.
