Novee AI Pentesting vs XBOW Lightspeed: Side-by-Side Comparison (2026)

Novee AI Pentesting: AI-driven continuous penetration testing platform with automated remediation. built by Novee. Core capabilities include Continuous AI-driven penetration testing, Black-box, gray-box, and white-box testing modes, Attacker-trained proprietary AI reasoning model..

XBOW Lightspeed: Autonomous web app pentesting platform with exploit validation. built by XBOW. Core capabilities include Autonomous web application penetration testing, Exploit-validated security findings with proof-of-concept, Compliance-ready reports within 5 business days..

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

Novee AI Pentesting differentiates with Continuous AI-driven penetration testing, Black-box, gray-box, and white-box testing modes, Attacker-trained proprietary AI reasoning model. XBOW Lightspeed differentiates with Autonomous web application penetration testing, Exploit-validated security findings with proof-of-concept, Compliance-ready reports within 5 business days.

Novee AI Pentesting is developed by Novee. XBOW Lightspeed is developed by XBOW. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Novee AI Pentesting and XBOW Lightspeed serve similar Penetration Testing use cases: both are Penetration Testing tools, both cover Exploit Development. Review the feature comparison above to determine which fits your requirements.