Five of fourteen models named Invicti first on the direct prompt; zero named Burp Suite. Invicti was named by fourteen of the fourteen models and Burp Suite by thirteen and Invicti carries 43 labels and Burp Suite 45, so the shares are not directly comparable.
Named in three categories this edition.
Named in three categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the dynamic application security testing page.
Across every category in the October 2026 Edition, Invicti and Burp Suite were named in the same answer sixty-four times, of the 142 answers naming Invicti and the 121 naming Burp Suite. In those answers Burp Suite took the first choice three times and Invicti twenty-five.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | BS | BS | ||||
| GPT-5.4 mini | BS | BS | ||||
| Gemini 3.5 Flash | BS | BS | ||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | BS | |||||
| Mistral Small | BS | |||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | BS | |||||
| Kimi K2 | BS | |||||
| GLM 4.7 FlashX | BS | BS | ||||
| MiniMax M2.5 | BS | BS | ||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | BS |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Invicti has had GUI scan bugs observed at times and slows down while scanning large applications” Claude Haiku 4.5 · negative prompt · soft negative
“Quote-only (enterprise skew) | Exploit confirmation; scales well but pricier” Grok 4.1 Fast · paraphrase prompt · soft negative
“Invicti is considered the best DAST tool for most mid-market enterprises, with proof-based scanning that eliminates false-positive triage” Claude Haiku 4.5 · direct prompt · first choice
“Combines DAST with IAST, excels at identifying vulnerabilities in web apps and APIs, and is known for high accuracy and low false positives.” Mistral Small · comparative prompt · first choice
“commercial tools like Burp Suite Professional and Invicti catch more vulnerability types than open-source alternatives” MiniMax M2.5 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“The Verdict: Avoid for automated scanning. Use only for manual penetration testing.” GLM 4.7 FlashX · negative prompt · hard negative
“Burp Suite Enterprise has complex setup and configuration requirements that often need dedicated security expertise” Claude Haiku 4.5 · negative prompt · soft negative
“Extremely manual and limited automation in the free version; Pro is better but still developer/pentester-focused.” Grok 4.1 Fast · negative prompt · soft negative
“commercial tools like Burp Suite Professional and Invicti catch more vulnerability types than open-source alternatives, with Burp Suite achieving ~29% coverage of critical vulnerabilities” MiniMax M2.5 · comparative prompt · first choice
“I'd generally recommend Burp Suite Professional if you want the best balance of capability, usability, and web-app-focused coverage” GPT-5.4 mini · paraphrase prompt · first choice
“Burp Suite Professional (PortSwigger): Best for manual testing + automated scanning hybrid. Excellent SPA support.” Qwen 3.7 Flash · negative prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.