Zero of fourteen models named Tenable Attack Surface Management first on the direct prompt; zero named CrowdStrike Falcon Surface. Tenable Attack Surface Management was named by eight of the fourteen models and CrowdStrike Falcon Surface by eight and Tenable Attack Surface Management carries 18 labels and CrowdStrike Falcon Surface 14, 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 October 2026 Edition, Tenable Attack Surface Management and CrowdStrike Falcon Surface were named in the same answer twenty-three times, of the 65 answers naming Tenable Attack Surface Management and the 42 naming CrowdStrike Falcon Surface. In those answers CrowdStrike Falcon Surface took the first choice zero times and Tenable Attack Surface Management two.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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 seven in this category shown.
“The EASM component is more limited than dedicated EASM specialists, and works best alongside a dedicated EASM tool rather than instead of one” Claude Haiku 4.5 · negative prompt · soft negative
“the platform can be overly complex ("heavy") and expensive relative to the immediate value provided. It is often viewed as overkill” Qwen 3.7 Flash · direct prompt · soft negative
“Their ASM offering is often viewed as a secondary addition to their core product” Qwen 3.7 Flash · negative prompt · soft negative
“the best value pick is usually Tenable One Attack Surface Management” GPT-5.4 mini · budget prompt · first choice
“Best For: Teams that prefer hard technical data and CVSS scores over abstract "risk scores," particularly for compliance-heavy industries.” Qwen 3.7 Flash · comparative prompt · alternative
“if you want attack surface management as part of a broader exposure management stack” GPT-5.4 mini · direct prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“note that these can be highly enterprise-focused and expensive if bought as standalone products” Gemini 3.5 Flash · scale prompt · soft negative
“forcing your ASM into the Palo Alto or CrowdStrike console may create blind spots” Qwen 3.7 Flash · negative prompt · soft negative
“CyCognito, CrowdStrike Falcon Surface, and Microsoft Defender EASM are strong starting points” DeepSeek V4 Flash · scale prompt · first choice
“Best For: Maturity-driven programs that want to know not just what is exposed, but what is currently being attacked.” Qwen 3.7 Flash · comparative prompt · alternative
“If you already use Falcon for endpoint security (EDR), Falcon Surface provides a great outside-in view” Gemini 3.5 Flash · paraphrase prompt · alternative
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.