Eight of fourteen models named Intruder first on the direct prompt; one named Censys ASM. Intruder was named by thirteen of the fourteen models and Censys ASM by thirteen and both carry 30 labels, so the shares below are directly comparable.
Named in six categories this edition.
Named in one category 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 attack surface management page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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. Three of three in this category shown.
“Intruder is the clear leader with 49% first-choice share... That is the current model-consensus pick for general mid-market suitability.” Muse Glimmer 30B · direct prompt · first choice
“For most mid-sized B2B companies, Intruder.io offers the best balance of affordability, ease of use, and comprehensive coverage.” DeepSeek V4 Flash · paraphrase prompt · first choice
“The highest-rated and most consistently recommended platforms based on my research include Intruder, Wiz, and Aikido Security” DeepSeek V4 Flash · negative 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.
“Censys ASM is a platform that several sources explicitly advise caution about or even avoid for certain use cases” Mistral Small · negative prompt · hard negative
“delivers best-in-class internet scanning as a data layer but offers no validation, making it a strong input rather than a standalone program” Llama 4 Maverick · negative prompt · soft negative
“The interface and workflow can feel more technical; pricing isn't published and may scale beyond mid-market comfort zones.” DeepSeek V4 Flash · direct prompt · soft negative
“If your budget is tight, Censys ASM is usually the best first place to look.” GPT-5.4 mini · budget prompt · first choice
“Censys ASM is probably the best default choice for a mid-market B2B company” GPT-5.4 mini · direct prompt · first choice
“My default recommendation: Censys ASM for a mid-sized B2B company” GPT-6 Luna · paraphrase 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.