Features, pricing, ratings, and pros & cons — compared head-to-head.
BloodHound is a free penetration testing tool. eyeballer 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.
Based on our analysis of available product data, here is our conclusion:
Penetration testers and red teamers need BloodHound to map Active Directory attack paths that manual testing misses; the graph visualization finds transitive trust relationships and permission chains that would take weeks to discover by hand. The tool is free and has 10,325 GitHub stars, meaning you're inheriting battle-tested logic from thousands of real assessments. Skip BloodHound if your team lacks AD expertise to interpret the output or if you need automated exploitation; it's a discovery and visualization engine, not a post-exploitation framework.
Pentesters running high-volume screenshot assessments will appreciate eyeballer for its speed; the CNN model cuts manual review time by flagging UI/UX vulnerabilities that slip past code-focused tools. At 1,240 GitHub stars with zero licensing friction, it's proven enough in the offensive security community to justify a trial. Skip this if your team needs a polished commercial UI or integration with mainstream pentest platforms; eyeballer is a scrappy specialist that works best as a standalone screenshotting aid, not a reporting backbone.
BloodHound is a Javascript web application that uses graph theory to analyze Active Directory and Azure environments, revealing hidden relationships and potential attack paths through visual mapping.
A tool for analyzing pentest screenshots using a convolutional neural network
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Common questions about comparing BloodHound vs eyeballer for your penetration testing needs.
BloodHound: BloodHound is a Javascript web application that uses graph theory to analyze Active Directory and Azure environments, revealing hidden relationships and potential attack paths through visual mapping..
eyeballer: A tool for analyzing pentest screenshots using a convolutional neural network..
Both serve the Penetration Testing market but differ in approach, feature depth, and target audience.
BloodHound is open-source with 10,325 GitHub stars. eyeballer is open-source with 1,240 GitHub stars. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.
BloodHound and eyeballer serve similar Penetration Testing use cases: both are Penetration Testing tools. Review the feature comparison above to determine which fits your requirements.
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