{"slug":"invicti","name":"Invicti","domain":"invicti.com","verdict":"As of 2026-07-14, ChatGPT, Claude, Gemini, Grok collectively rank Invicti #2 of 9 for dast tool for dynamic app testing (one of 4 leaderboards it appears on). Source: https://modelsagree.com/product/invicti (modelsagree.com, CC BY 4.0).","best_rank":2,"categories":4,"brief":{"category":"best-dast-tool-for-dynamic-app-testing","title":"Best DAST tool for dynamic app testing","rank":2,"of":9,"top":"Burp Suite","day":"2026-07-17","why":[{"t":"proof-based exploit validation","m":["ChatGPT","Gemini","Claude","Grok"],"q":"proof-based exploit validation"},{"t":"low-noise accurate results","m":["ChatGPT","Gemini","Claude","Grok"],"q":"drastically reducing false positives for enterprise triage"},{"t":"enterprise-scale automation","m":["ChatGPT","Claude","Grok"],"q":"enterprise-scale automation"},{"t":"strong compliance reporting","m":["Claude","Grok"],"q":"solid compliance reporting"}],"gap":[{"t":"unmatched manual testing depth","m":["Claude","Gemini","Grok"],"q":"unmatched manual testing depth"},{"t":"huge extension ecosystem","m":["Claude","Gemini","Grok","ChatGPT"],"q":"huge extension ecosystem (BApp Store)"},{"t":"sophisticated crawling and authentication","m":["Grok","ChatGPT"],"q":"sophisticated crawling and authentication"}],"fix":[{"t":"transparent flexible pricing","m":["ChatGPT","Claude","Gemini","Grok"],"q":"Publish transparent pricing and simplify licensing"},{"t":"lighten the enterprise sales motion","m":["Claude","Gemini","Grok"],"q":"lighten the enterprise sales motion so mid-size teams can adopt it without a procurement cycle"},{"t":"more flexible developer-centric workflows","m":["Gemini","Grok"],"q":"less flexible for developer-centric workflows or rapid iteration"}]},"entries":[{"slug":"best-dast-tool-for-dynamic-app-testing","title":"Best DAST tool for dynamic app testing","rank":2,"of":9,"score":15,"appearances":4,"modelRanks":{"ChatGPT":1,"Claude":3,"Gemini":2,"Grok":3},"reason":"Best overall combination of deep web and API scanning, multilayer shadow-API discovery, proof-based exploit validation, low-noise results, and enterprise-scale automation","reasons":[{"model":"ChatGPT","reason":"Best overall combination of deep web and API scanning, multilayer shadow-API discovery, proof-based exploit validation, low-noise results, and enterprise-scale automation"},{"model":"Gemini","reason":"Features industry-leading proof-based scanning technology that automatically exploits discovered vulnerabilities to confirm them, drastically reducing false positives for enterprise triage."},{"model":"Claude","reason":"Proof-based scanning that safely auto-verifies exploitability slashes false positives, strong automation and scale for large application portfolios, good IAST-assisted coverage, solid compliance reporting"},{"model":"Grok","reason":"Proof-based scanning delivers exceptional accuracy (near-zero false positives) and confirmed exploits, scalable enterprise automation with strong reporting; excels for teams prioritizing reliable, audit-ready results over manual effort."}],"fixes":[{"model":"ChatGPT","fix":"Publish transparent pricing and simplify licensing"},{"model":"Claude","fix":"Modernize pricing and lighten the enterprise sales motion so mid-size teams can adopt it without a procurement cycle"},{"model":"Gemini","fix":"Offering more flexible, transparent developer-centric pricing tiers instead of targeting only high-end enterprise buyers."},{"model":"Grok","fix":"Higher cost and less flexible for developer-centric workflows or rapid iteration in high-velocity teams."}],"updated":"2026-07-14","rank_history":{"days":["2026-06-29","2026-06-30","2026-07-08","2026-07-09","2026-07-10","2026-07-14"],"ranks":[2,2,2,2,1,3]},"reasoning_shift":[{"model":"ChatGPT","from":"2026-07-09","to":"2026-07-10","added":[{"t":"multilayer shadow-API discovery","q":"multilayer shadow-API discovery"},{"t":"transparent pricing","q":"Publish transparent pricing"},{"t":"simplify licensing","q":"simplify licensing"}],"dropped":[{"t":"scheduling and reporting","q":"strong scheduling, discovery, reporting"},{"t":"expert manual testing workflows","q":"expert manual testing workflows"},{"t":"extensibility","q":"extensibility"}]}],"api":"https://modelsagree.com/api/v1/best/best-dast-tool-for-dynamic-app-testing.json"},{"slug":"best-automated-penetration-testing-platforms-for-saas-applications","title":"Best automated penetration testing platforms for SaaS applications","rank":5,"of":14,"score":4,"appearances":2,"modelRanks":{"Gemini":5,"Grok":3},"reason":"Proof-based DAST engine that safely exploits and confirms vulnerabilities before reporting (near-zero false positives), now augmented with agentic reasoning; excellent SPA/API/authenticated coverage and portfolio scale proven over years for SaaS application estates","reasons":[{"model":"Grok","reason":"Proof-based DAST engine that safely exploits and confirms vulnerabilities before reporting (near-zero false positives), now augmented with agentic reasoning; excellent SPA/API/authenticated coverage and portfolio scale proven over years for SaaS application estates"},{"model":"Gemini","reason":"Automated DAST solution featuring proof-based vulnerability confirmation that automatically executes safe exploits to eliminate false positives in findings like SQLi and XSS. Assumes the organization prioritizes minimizing developer triage overhead over low tool licensing costs."}],"fixes":[{"model":"Gemini","fix":"High enterprise price point and slower scan execution times relative to lightweight CLI tools, alongside limited capability for custom multi-step business logic validation."},{"model":"Grok","fix":"Enterprise pricing and orientation make it overkill or cost-prohibitive for smaller SaaS teams wanting pure lightweight continuous automation"}],"updated":"2026-08-10","rank_history":{"days":["2026-08-03","2026-08-10"],"ranks":[12,3]},"api":"https://modelsagree.com/api/v1/best/best-automated-penetration-testing-platforms-for-saas-applications.json"},{"slug":"best-dast-tools-for-api-first-applications","title":"Best DAST tools for API-first applications","rank":7,"of":8,"score":3,"appearances":1,"modelRanks":{"Grok":3},"reason":"Proof-based confirmation delivers near-zero false positives on critical findings across REST/SOAP/GraphQL; scales cleanly for multi-app estates with audit-ready reports; reliable authenticated scanning","reasons":[{"model":"Grok","reason":"Proof-based confirmation delivers near-zero false positives on critical findings across REST/SOAP/GraphQL; scales cleanly for multi-app estates with audit-ready reports; reliable authenticated scanning"}],"fixes":[{"model":"Grok","fix":"GraphQL and pure business-logic coverage remain secondary to its web-app strengths — overkill or under-optimized for pure API-only shops"}],"updated":"2026-08-10","rank_history":{"days":["2026-08-03","2026-08-10"],"ranks":[null,3]},"api":"https://modelsagree.com/api/v1/best/best-dast-tools-for-api-first-applications.json"},{"slug":"best-dast-tools-for-api-security-testing-in-ci-cd","title":"Best DAST tools for API security testing in CI/CD","rank":7,"of":8,"score":2,"appearances":2,"modelRanks":{"Gemini":5,"Grok":5},"reason":"Broad vulnerability coverage backed by a proprietary proof-based scanning mechanism that auto-verifies critical flaws to eliminate manual verification steps.","reasons":[{"model":"Gemini","reason":"Broad vulnerability coverage backed by a proprietary proof-based scanning mechanism that auto-verifies critical flaws to eliminate manual verification steps."},{"model":"Grok","reason":"Proof-based scanning delivers highest accuracy/low noise (validates exploitability), robust API (REST/SOAP) support with CI/CD options, scales for enterprises while serving practitioners needing trustworthy results over volume."}],"fixes":[{"model":"Gemini","fix":"Monolithic enterprise architecture that is slow to run and difficult to containerize for fast, microservices-based CI/CD workflows."}],"updated":"2026-07-17","api":"https://modelsagree.com/api/v1/best/best-dast-tools-for-api-security-testing-in-ci-cd.json"}],"page":"https://modelsagree.com/product/invicti","check":"https://modelsagree.com/check?q=Invicti","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}