AgentRidge vs eyeballer: Side-by-Side Comparison (2026)

AgentRidge: Desktop Mission Control for authorized pentests with local AI agents. built by Azuro Software. Core capabilities include Multi-agent AI architecture with a Principal agent and local Sub-Agents, Real-time local tool installation and execution on the user's machine, 26+ engagement cases covering various pentest scenarios..

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.

AgentRidge is developed by Azuro Software. eyeballer is open-source with 1,240 GitHub stars. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

AgentRidge and eyeballer serve similar Penetration Testing use cases: both are Penetration Testing tools. Key differences: AgentRidge is Commercial while eyeballer is Free, eyeballer is open-source. Review the feature comparison above to determine which fits your requirements.