Heeler Runtime Threat Modeling is a commercial threat modeling tool by Heeler. IriusRisk AI Threat Modeling & ML is a free threat modeling tool by IriusRisk. Compare features, ratings, integrations, and community reviews side by side to find the best threat modeling 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:
Development and security leaders responsible for cloud application risk want threat models that stay current with actual runtime behavior, not static diagrams built once and ignored. Heeler Runtime Threat Modeling automatically decomposes applications and regenerates threat models as your infrastructure drifts, catching material changes to APIs and components in real time; this covers ID.RA and DE.CM rigorously while most tools cover only one. Skip this if your team needs threat modeling to feed into a broader GRC platform or if you're still managing monoliths where drift detection feels premature.
IriusRisk AI Threat Modeling & ML
Security architects building AI and ML systems should use IriusRisk AI Threat Modeling & ML because it's one of the few threat modeling libraries actually designed around ML-specific attack surfaces rather than retrofitted from general application security. The 28 AI/ML security components give you concrete primitives for modeling data poisoning, model extraction, and inference attacks that generic threat libraries simply don't address. Skip this if your team is still on manual threat modeling spreadsheets and lacks the maturity to operationalize structured threat models; the learning curve assumes you understand why threat modeling matters in the first place.
AI-powered continuous threat modeling for cloud applications in runtime
Threat modeling library for AI/ML systems with 28 security components.
Access NIST CSF 2.0 data from thousands of security products via MCP to assess your stack coverage.
Access via MCPNo reviews yet
No reviews yet
Explore more tools in this category or create a security stack with your selections.
Common questions about comparing Heeler Runtime Threat Modeling vs IriusRisk AI Threat Modeling & ML for your threat modeling needs.
Heeler Runtime Threat Modeling: AI-powered continuous threat modeling for cloud applications in runtime. built by Heeler. headquartered in United States. Core capabilities include Automated application decomposition and component mapping, AI-generated threat model reports, Real-time drift detection and baseline monitoring..
IriusRisk AI Threat Modeling & ML: Threat modeling library for AI/ML systems with 28 security components. built by IriusRisk. headquartered in Spain. Core capabilities include AI/ML Security Library with 28 specific components for threat modeling AI and ML systems, Threat model construction using AI and ML concepts, Risk identification and insights for AI/ML systems..
Both serve the Threat Modeling market but differ in approach, feature depth, and target audience.
Get strategic cybersecurity insights in your inbox