Aikido Attack vs Shannon: Side-by-Side Comparison (2026)

Aikido Attack: AI-powered automated penetration testing platform for on-demand security audits. built by Aikido Security. Core capabilities include Autonomous AI agents for whitebox, greybox, and blackbox penetration testing, On-demand testing with same-day results, Real-time visibility of agent behavior and attack analysis..

Shannon: Open-source AI-driven whitebox pentester for web apps and APIs. built by Keygraph. Core capabilities include Whitebox source code analysis using Code Property Graph, Automated attack surface enumeration (hosts, endpoints, tech stack), SQL, NoSQL, command, and template injection detection and exploitation..

Both serve the Penetration Testing market but differ in approach, feature depth, and target audience.

Aikido Attack differentiates with Autonomous AI agents for whitebox, greybox, and blackbox penetration testing, On-demand testing with same-day results, Real-time visibility of agent behavior and attack analysis. Shannon differentiates with Whitebox source code analysis using Code Property Graph, Automated attack surface enumeration (hosts, endpoints, tech stack), SQL, NoSQL, command, and template injection detection and exploitation.

Aikido Attack is developed by Aikido Security. Shannon is developed by Keygraph. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Aikido Attack and Shannon serve similar Penetration Testing use cases: both are Penetration Testing tools, both cover OWASP. Key differences: Aikido Attack is Commercial while Shannon is Free. Review the feature comparison above to determine which fits your requirements.