surf vs SSRFmap: 2026 Comparison
surf is a free penetration testing tool. SSRFmap 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 available product data, here is our conclusion:
Cloud security teams running penetration tests against their own infrastructure will get the most from surf; it cuts through the noise of host enumeration by automatically filtering for SSRF-exploitable targets, saving hours of manual candidate vetting. The 670 GitHub stars and free pricing mean you can validate this against your own cloud ranges before committing headcount. Not the right fit if you need a full pentest platform with payload generation, reporting, and remediation workflows; surf does one job well and leaves the rest to you.
Penetration testers and security engineers running routine infrastructure assessments will get the most from SSRFmap because it automates SSRF discovery against internal services without manual payload crafting, cutting reconnaissance time from hours to minutes. The 3,320 GitHub stars and active maintenance signal real adoption among practitioners who've validated its fuzzing patterns against live cloud and on-prem backends. Skip this tool if your team needs a polished UI or integration with commercial pentest platforms; SSRFmap is CLI-driven and assumes comfort with Python-based tooling and result interpretation.
