Data as of Sep 21, 2026 · Based on 3,332,371 AI responses across 10,526 prompts · See how Parse measures this
IriusRiskiriusrisk.comIriusRisk offers an automated threat modeling tool that helps teams design secure software by leveraging AI-powered threat modeling (Jeff) to generate diagrams from prompts or image uploads and tailor outputs to their needs. It integrates into the SDLC and existing tooling (including Jira via Bex AI), provides a content library, and offers services to ensure regulatory, industry, and operational best practices, serving security teams, developers, and CISOs. The platform claims significant ROI and efficiency gains, including 203% ROI with a six-month payback and millions in cost savings from remediation avoidance, and supports threat modeling at scale for AI and ML applications.
The market map · 5 of 55 labelled
CI/CD Application Security Scanning Tools →Where IriusRisk ranks in AI
Often described as
excellent · enterprise-grade · ai assistant · comprehensive · enterprise heavyweight · closest match
SemgrepPicked instead1 question
TrivyPicked instead1 question
GitlabPicked instead1 question
Aqua SecurityMentions+8.4 pts to 22.7%
GitGuardianMentions+6.4 pts to 15.9%No contexts measured yet.
Excerpts where IriusRisk appeared in the AI's answer
IriusRisk + Jeff AI — probably the closest match to what you're describing.
IriusRisk / ThreatModeler Nexus — probably the closest match to what you're describing. IriusRisk's Jeff AI can take text prompts or images and generate a threat model
