Zero of fourteen models named Forescout first on the direct prompt; one named Cisco Identity Services Engine. Forescout was named by twelve of the fourteen models and Cisco Identity Services Engine by fourteen and Forescout carries 27 labels and Cisco Identity Services Engine 58, so the shares are not directly comparable.
Named in three categories this edition.
Named in two 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 network access control page.
Across every category in the November 2026 Edition, Forescout and Cisco Identity Services Engine were named in the same answer ninety times, of the 100 answers naming Forescout and the 173 naming Cisco Identity Services Engine. In those answers Cisco Identity Services Engine took the first choice thirty-three times and Forescout one.
| 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 seven in this category shown.
“Skip Cisco ISE, Aruba ClearPass, or Forescout unless you have specific needs” Grok 4.20 · budget prompt · hard negative
“Forescout is highly regarded, though it's typically more suited for larger or more diverse environments” Mistral Small · paraphrase prompt · soft negative
“Some enterprise NAC platforms (e.g., legacy Cisco ISE or Forescout) can take months to deploy correctly.” Kimi K2 · scale prompt · soft negative
“For large enterprises with complex networks, Cisco ISE or Forescout remain strong choices.” MiniMax M2.5 · comparative prompt · first choice
“I'd suggest looking at Fortinet FortiNAC or Forescout” Claude Haiku 4.5 · paraphrase prompt · first choice
“Forescout is excellent for agentless visibility and control, though it's often positioned as more enterprise-oriented and can be pricier.” Grok 4.20 · paraphrase prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid solutions like Cisco ISE unless you have dedicated security engineering resources to maintain policy rule sets.” Gemini 3.5 Flash · direct prompt · hard negative
“Many AI models and experts recommend avoiding it unless you are already deeply invested in Cisco's ecosystem” Mistral Small · negative prompt · hard negative
“Unpatched instances of ISE or ClearPass with known 2026 authentication / RCE CVEs” Muse Glimmer 30B · negative prompt · hard negative
“the most searched / mindshare leader... It remains the enterprise standard and is the default for large enterprises already running Cisco infrastructure” Muse Glimmer 30B · comparative prompt · first choice
“The market leader and industry standard for large enterprises. It offers the most granular control and features in the world.” Qwen 3.7 Flash · comparative prompt · first choice
“Choose Cisco ISE if you are a Cisco shop needing the deepest policy control and TrustSec segmentation.” Kimi K2 · comparative 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.