One of fourteen models named Fortinet FortiNAC first on the direct prompt; one named Cisco Identity Services Engine. Both were named by all fourteen models and Fortinet FortiNAC carries 31 labels and Cisco Identity Services Engine 58, so the shares are not directly comparable.
Named in two 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, Fortinet FortiNAC and Cisco Identity Services Engine were named in the same answer seventy-four times, of the 82 answers naming Fortinet FortiNAC and the 173 naming Cisco Identity Services Engine. In those answers Cisco Identity Services Engine took the first choice twenty-eight times and Fortinet FortiNAC four.
| 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.
“its legacy software architecture has suffered multiple high-severity unauthenticated Remote Code Execution (RCE) vulnerabilities” Gemini 3.5 Flash · negative prompt · soft negative
“Fortinet FortiNAC is also mentioned as a solution to be cautious about, especially if you have older network infrastructure” Llama 4 Maverick · negative prompt · soft negative
“Limited value outside the Fortinet ecosystem, reported declining innovation and support, fewer advanced features” DeepSeek V4 Flash · comparative prompt · soft negative
“For most modern organizations, FortiNAC, Aruba ClearPass, or Palo Alto Prisma Access offer the best balance of features and flexibility.” GLM 4.7 FlashX · comparative prompt · first choice
“Most mid-sized B2B companies find Aruba ClearPass or Fortinet FortiNAC offer the best balance” GLM 4.7 FlashX · paraphrase prompt · first choice
“Fortinet FortiNAC - Good balance of features and ease of use” Claude Haiku 4.5 · direct 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.
“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.