Invicti
What ChatGPT, Claude, Gemini & Grok actually say · September 2026 · incumbent
Visit invicti.com ↗The verdict
Invicti appears in 5 AI-ranked categories — best position #2 for dast tool for dynamic app testing.
Best overall combination of deep web and API scanning, multilayer shadow-API discovery, proof-based exploit validation, low-noise results, and enterprise-scale automation
Gemini Features industry-leading proof-based scanning technology that automatically exploits discovered vulnerabilities to confirm them, drastically reducing false positives for enterprise triage.
Claude 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
Grok 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.
Where Invicti falls short, per the models
- GPT Publish transparent pricing and simplify licensing
- Claude Modernize pricing and lighten the enterprise sales motion so mid-size teams can adopt it without a procurement cycle
- Gemini Offering more flexible, transparent developer-centric pricing tiers instead of targeting only high-end enterprise buyers.
- Grok Higher cost and less flexible for developer-centric workflows or rapid iteration in high-velocity teams.
Poll history — On this board 6 of 6 polls since Jun 29 · now #3
#2 → #2 → #2 → #2 → #1 → #3
What changed in the models’ minds
GPTJul 9 → Jul 10 poll
- Newmultilayer shadow-API discovery
- Newtransparent pricing“Publish transparent pricing”
- Newsimplify licensing
- Droppedscheduling and reporting“strong scheduling, discovery, reporting”
+2 more changes
Top alternatives per the models: Burp Suite · StackHawk · OWASP ZAP · HCL AppScan
Best-in-class fully-automated authenticated DAST for teams — mature JS-rendering crawler, robust form/OAuth/SSO login recording with session detection, and proof-based scanning that auto-verifies exploitable findings to cut false positives, which is exactly what AppSec teams running unattended scans at scale need; strong CI/CD and issue-tracker integration.
Gemini Heavy-duty proprietary Chromium crawling engine that thoroughly executes client-side JavaScript, uncovers dynamically rendered endpoints, and pairs authenticated discovery with proof-based scanning to automatically verify exploitable vulnerabilities.
Where Invicti falls short, per the models
- Claude Expensive enterprise licensing and closed-source; overkill for individuals or small teams, and its automation can still miss deep multi-step SPA workflows a skilled human would reach in Burp.
- Gemini Exceptionally resource-heavy scan runs and slow scan speeds on large SPAs, combined with enterprise-tier pricing; not for teams requiring rapid PR-level feedback loops or operating on limited budgets.
Top alternatives per the models: Burp Suite · StackHawk · Bright Security · OWASP ZAP
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
Gemini 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.
Where Invicti falls short, per the models
- Gemini High enterprise price point and slower scan execution times relative to lightweight CLI tools, alongside limited capability for custom multi-step business logic validation.
- Grok Enterprise pricing and orientation make it overkill or cost-prohibitive for smaller SaaS teams wanting pure lightweight continuous automation
Poll history — On this board 2 of 2 polls since Aug 3 · now #3
#12 → #3
Top alternatives per the models: Burp Suite Enterprise · XBOW · NodeZero · Aikido Attack
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
Where Invicti falls short, per the models
- Grok GraphQL and pure business-logic coverage remain secondary to its web-app strengths — overkill or under-optimized for pure API-only shops
Poll history — On this board 1 of 2 polls since Aug 10 · now #3
– → #3
Top alternatives per the models: StackHawk · Escape · Bright Security · OWASP ZAP
Broad vulnerability coverage backed by a proprietary proof-based scanning mechanism that auto-verifies critical flaws to eliminate manual verification steps.
Grok 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.
Where Invicti falls short, per the models
- Gemini Monolithic enterprise architecture that is slow to run and difficult to containerize for fast, microservices-based CI/CD workflows.
Top alternatives per the models: StackHawk · Escape · OWASP ZAP · Bright Security
Head-to-head — how the models call it
Watch Invicti
Boards re-poll weekly and the models change their minds. One short email only when Invicti's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
Embed your ranking badge
Invicti ranks #2 for best dast tool for dynamic app testing by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-dast-tool-for-dynamic-app-testing?utm_source=badge&utm_medium=embed&utm_campaign=badge-invicti)<a href="https://modelsagree.com/best/best-dast-tool-for-dynamic-app-testing?utm_source=badge&utm_medium=embed&utm_campaign=badge-invicti"><img src="https://modelsagree.com/badge/invicti.svg" alt="Invicti — ranked #2 for Best DAST tool for dynamic app testing by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology