One of fourteen models named Palo Alto Networks NGFW first on the direct prompt; zero named pfSense. Palo Alto Networks NGFW was named by fourteen of the fourteen models and pfSense by eight and Palo Alto Networks NGFW carries 59 labels and pfSense 10, so the shares are not directly comparable.
Named in one category this edition.
Named in five 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 next-generation firewalls page.
Across every category in the November 2026 Edition, Palo Alto Networks NGFW and pfSense were named in the same answer fourteen times, of the 164 answers naming Palo Alto Networks NGFW and the 44 naming pfSense. In those answers pfSense took the first choice zero times and Palo Alto Networks NGFW zero.
| 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.
“Avoid high-end like Palo Alto or full Cisco Secure Firewall unless scaled down” Grok 4.20 · budget prompt · hard negative
“Avoid Palo Alto Networks if budget is your primary constraint” Qwen 3.7 Flash · budget prompt · hard negative
“Typically higher hardware and subscription costs. More complex management (Panorama) and steeper learning curve. Overkill for many mid‑size B2B organizations” GLM 4.7 FlashX · direct prompt · soft negative
“Fortinet and Palo Alto are the most common choices — Fortinet for price-performance, Palo Alto for maximum security effectiveness and control” DeepSeek V4 Flash · scale prompt · first choice
“strongest reputation for security depth, threat prevention, and a broad platform approach centered on AI-driven inspection and Zero Trust” GPT-5.4 mini · comparative prompt · first choice
“Market leader, known for strong AI/ML threat detection... Palo Alto, Fortinet, and Check Point are generally considered the top leaders” Mistral Small · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“can run on $200–$400 hardware and offer many NGFW features free of charge, but they require more technical expertise” DeepSeek V4 Flash · budget prompt · soft negative
“pfSense on a white‑box server can be a viable option, but you’ll need to invest more time in configuration” MiniMax M2.5 · paraphrase prompt · soft negative
“If you want the most budget-friendly option, pfSense is often recommended for its low cost and high ratings.” Mistral Small · budget prompt · first choice
“For Maximum Savings: Start with OPNsense or pfSense on your own hardware or a low-cost appliance.” Kimi K2 · budget prompt · first choice
“Lowest-cost flexible option: pfSense or OPNsense — Worth considering if the company has in-house networking expertise” Perplexity Sonar · budget 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.