One of fourteen models named Microsoft Defender External Attack Surface Management first on the direct prompt; one named Censys ASM. Microsoft Defender External Attack Surface Management was named by fourteen of the fourteen models and Censys ASM by thirteen and Microsoft Defender External Attack Surface Management carries 56 labels and Censys ASM 30, so the shares are not directly comparable.
Named in one category 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.
Across every category in the November 2026 Edition, Microsoft Defender External Attack Surface Management and Censys ASM were named in the same answer sixty-four times, of the 161 answers naming Microsoft Defender External Attack Surface Management and the 80 naming Censys ASM. In those answers Censys ASM took the first choice three times and Microsoft Defender External Attack Surface Management eleven.
| 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. Six of eight in this category shown.
“Better suited for organizations heavily invested in Microsoft stack” Kimi K2 · paraphrase prompt · hard negative
“Complex to configure (typical Microsoft complexity), generates significant false positives, requires existing Microsoft licensing” Kimi K2 · negative prompt · soft negative
“Strongly Azure/Microsoft-centric—poor fit if you're not heavily invested in their ecosystem” Grok 4.20 · negative prompt · soft negative
“If you already use CrowdStrike or Microsoft 365/Azure: Start a Proof of Concept (PoC) with Microsoft Defender EASM” Gemini 3.5 Flash · paraphrase prompt · first choice
“For most modern enterprises, CyCognito and Microsoft EASM are currently leading the market” Qwen 3.7 Flash · comparative prompt · first choice
“Microsoft Defender External Attack Surface Management is often the most pragmatic starting point” GLM 4.7 FlashX · paraphrase 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.