# IriusRisk AI Threat Modeling & ML vs ThreatCanvas AI: side-by-side comparison (2026) [IriusRisk AI Threat Modeling & ML](https://cybersectools.com/tools/iriusrisk-ai-threat-modeling-and-ml) is a free [threat modeling](https://cybersectools.com/categories/threat-modeling) solution by [IriusRisk](https://cybersectools.com/companies/iriusrisk). [ThreatCanvas AI](https://cybersectools.com/tools/threatcanvas-ai) is a commercial [threat modeling](https://cybersectools.com/categories/threat-modeling) solution by [SecureFlag](https://cybersectools.com/companies/secureflag). Features, integrations, deployment and the company behind each one, side by side. ## Side-by-side comparison | | IriusRisk AI Threat Modeling & ML | ThreatCanvas AI | |---|---|---| | Pricing model | Free | Commercial | | Category | Threat Modeling | Threat Modeling | | Verified | No | No | | Deployment type | Cloud | Hybrid | | Company size fit | Startup, SMB, Mid-Market, Enterprise | Startup, SMB, Mid-Market, Enterprise | | Company | IriusRisk | SecureFlag | | Headquarters | – | – | ### Use cases and capabilities | | IriusRisk AI Threat Modeling & ML | ThreatCanvas AI | |---|---|---| | Threat Modeling | Yes | Yes | | MLSecOps | Yes | – | | Secure Development | Yes | Yes | | Security Architecture | Yes | Yes | | DevSecOps | – | Yes | | Infrastructure as Code | – | Yes | | OWASP | – | Yes | | PCI DSS | – | Yes | | CI/CD | – | Yes | | Education | – | Yes | ### Core features **IriusRisk AI Threat Modeling & ML** 6 features listed. Sign in on the page to see them. **ThreatCanvas AI** 10 features listed. Sign in on the page to see them. ### Integrations **IriusRisk AI Threat Modeling & ML** No integrations listed. **ThreatCanvas AI** 3 integrations listed. Sign in on the page to see them. ## Which one fits you Based on what each listing shows: deployment, company size, price and open source. - [IriusRisk AI Threat Modeling & ML](https://cybersectools.com/tools/iriusrisk-ai-threat-modeling-and-ml) fits if you want a cloud product and you need a free product. - [ThreatCanvas AI](https://cybersectools.com/tools/threatcanvas-ai) fits if you need both cloud and on-premises options. ## IriusRisk AI Threat Modeling & ML vs ThreatCanvas AI FAQ Common questions when comparing IriusRisk AI Threat Modeling & ML vs ThreatCanvas AI for threat modeling. ### What is the difference between IriusRisk AI Threat Modeling & ML and ThreatCanvas AI? **IriusRisk AI Threat Modeling & ML**: Threat modeling library for AI/ML systems with 28 security components, built by IriusRisk. **ThreatCanvas AI**: AI-powered threat modeling tool that auto-generates models from text, IaC, or diagrams, built by SecureFlag. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes IriusRisk AI Threat Modeling & ML and ThreatCanvas AI? **IriusRisk AI Threat Modeling & ML** is made by IriusRisk. **ThreatCanvas AI** is made by SecureFlag founded in 2019-01-01T00:00:00.000Z. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is IriusRisk AI Threat Modeling & ML a good alternative to ThreatCanvas AI? Often, yes. IriusRisk AI Threat Modeling & ML and ThreatCanvas AI are both Threat Modeling products, and both cover Threat Modeling, Security Architecture, Secure Development. Key differences: IriusRisk AI Threat Modeling & ML is Free while ThreatCanvas AI is Commercial. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [IriusRisk AI Threat Modeling & ML vs Avocado Reveal](https://cybersectools.com/compare/avocado-reveal-vs-iriusrisk-ai-threat-modeling-and-ml) - [IriusRisk AI Threat Modeling & ML vs DevArmor Continuous Threat Modeling](https://cybersectools.com/compare/devarmor-continuous-threat-modeling-vs-iriusrisk-ai-threat-modeling-and-ml) - [IriusRisk AI Threat Modeling & ML vs DevArmor HealthTech GRC](https://cybersectools.com/compare/devarmor-healthtech-grc-vs-iriusrisk-ai-threat-modeling-and-ml) - [ThreatCanvas AI vs Avocado Reveal](https://cybersectools.com/compare/avocado-reveal-vs-threatcanvas-ai) - [ThreatCanvas AI vs DevArmor Continuous Threat Modeling](https://cybersectools.com/compare/devarmor-continuous-threat-modeling-vs-threatcanvas-ai) - [ThreatCanvas AI vs DevArmor HealthTech GRC](https://cybersectools.com/compare/devarmor-healthtech-grc-vs-threatcanvas-ai) ## Alternatives to each - [See all IriusRisk AI Threat Modeling & ML alternatives](https://cybersectools.com/alternatives/iriusrisk-ai-threat-modeling-and-ml) - [See all ThreatCanvas AI alternatives](https://cybersectools.com/alternatives/threatcanvas-ai) --- Source: https://cybersectools.com/compare/iriusrisk-ai-threat-modeling-and-ml-vs-threatcanvas-ai For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/iriusrisk-ai-threat-modeling-and-ml.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on IriusRisk AI Threat Modeling & ML and ThreatCanvas AI: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md