Features, pricing, ratings, and pros & cons — compared head-to-head.
eyeballer is a free penetration testing tool. ImmuniWeb® On-Demand is a commercial penetration testing tool by ImmuniWeb. 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 NIST CSF 2.0 coverage, core features, company size fit, deployment model, here is our conclusion:
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.
Security teams running development cycles faster than their DAST tooling can keep up will find ImmuniWeb® On-Demand cuts through the noise; it combines threat-led manual testing with AI automation to eliminate false positives while maintaining a rapid delivery SLA, meaning your developers actually trust the findings. The zero false-positives guarantee is backed by compliance reporting that maps cleanly to ID.RA and PR.PS functions under NIST CSF 2.0, giving you audit credibility without the usual noise. Skip this if your main need is internal application discovery or continuous monitoring across hundreds of microservices; On-Demand is built for pentesting depth on a defined scope, not breadth.
A tool for analyzing pentest screenshots using a convolutional neural network
ImmuniWeb® On-Demand is a web application penetration testing platform that combines AI-powered automation with manual security testing to provide comprehensive vulnerability assessments and compliance reporting.
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Common questions about comparing eyeballer vs ImmuniWeb® On-Demand for your penetration testing needs.
eyeballer: A tool for analyzing pentest screenshots using a convolutional neural network..
ImmuniWeb® On-Demand: ImmuniWeb® On-Demand is a web application penetration testing platform that combines AI-powered automation with manual security testing to provide comprehensive vulnerability assessments and compliance reporting. built by ImmuniWeb. Core capabilities include Web Application Penetration Testing, Zero False-Positives SLA, DevSecOps Native..
Both serve the Penetration Testing market but differ in approach, feature depth, and target audience.
eyeballer is open-source with 1,240 GitHub stars. ImmuniWeb® On-Demand is developed by ImmuniWeb. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.
eyeballer and ImmuniWeb® On-Demand serve similar Penetration Testing use cases: both are Penetration Testing tools. Key differences: eyeballer is Free while ImmuniWeb® On-Demand is Commercial, eyeballer is open-source. Review the feature comparison above to determine which fits your requirements.
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