Zero of fourteen models named PacketFence first on the direct prompt; zero named Forescout. PacketFence was named by thirteen of the fourteen models and Forescout by twelve and PacketFence carries 22 labels and Forescout 27, so the shares are not directly comparable.
Named in one category this edition.
Named in three 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, PacketFence and Forescout were named in the same answer twenty-one times, of the 70 answers naming PacketFence and the 100 naming Forescout. In those answers Forescout took the first choice zero times and PacketFence 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. Four of five in this category shown.
“Self-hosting shifts licensing savings into implementation and support effort” Perplexity Sonar · direct prompt · soft negative
“Best Overall Open-Source Option: PacketFence ... If you have an in-house IT engineer comfortable with Linux, start with PacketFence.” Gemini 3.5 Flash · budget prompt · first choice
“Tightest budget, technical staff available: PacketFence self-hosted free + optional paid support. Best cost, higher operational effort.” Muse Glimmer 30B · budget prompt · first choice
“The best network access control solution for a company with a limited budget is PacketFence, as it is free to use” Llama 4 Maverick · budget prompt · first choice
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
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.