Zero of fourteen models named NordLayer NAC first on the direct prompt; zero named HPE Aruba ClearPass. NordLayer NAC was named by ten of the fourteen models and HPE Aruba ClearPass by ten and NordLayer NAC carries 18 labels and HPE Aruba ClearPass 17, 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 network access control page.
| Model | DirectNNHA | ParaphraseNNHA | ComparativeNNHA | Budget-constrainedNNHA | Scale-constrainedNNHA | NegativeNNHA |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | HA | |||||
| Gemini 3.5 Flash | HA | HA | ||||
| Perplexity Sonar | HA | HA | ||||
| Grok 4.20 | HA | HA | NNHA | NN | ||
| Mistral Small | NN | NN | NN | |||
| DeepSeek V4 Flash | HA | |||||
| Llama 4 Maverick | NN | NN | ||||
| Qwen 3.7 Flash | HA | HA | NN | |||
| Kimi K2 | NN | |||||
| GLM 4.7 FlashX | NN | NN | ||||
| MiniMax M2.5 | NN | HA | HA | |||
| GPT-6 Luna | HA | HA | ||||
| Muse Glimmer 30B | HA |
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 four in this category shown.
“Cloud-Native SaaS | Portnox, NordLayer, Mist (Juniper) | "Set it and forget it." Lower OpEx, easier to manage” Qwen 3.7 Flash · scale prompt · first choice
“For the most budget-conscious organizations, NordLayer and PacketFence are the best choices.” Mistral Small · budget prompt · first choice
“Combines NAC-like access control with VPN and threat protection in a user-friendly cloud platform” Grok 4.20 · budget prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd usually recommend HPE Aruba ClearPass as the default NAC choice” GPT-5.4 mini · paraphrase prompt · first choice
“For large enterprises: Start with Cisco ISE or Aruba ClearPass” Grok 4.20 · comparative prompt · first choice
“Best for Complex Environments (Incumbents) Recommendation: Cisco ISE or HPE Aruba ClearPass” Qwen 3.7 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.