Thirteen of fourteen models named DNSFilter first on the direct prompt; one named Cloudflare Gateway. Both were named by all fourteen models and DNSFilter carries 55 labels and Cloudflare Gateway 43, 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 DNS filtering page.
Across every category in the November 2026 Edition, DNSFilter and Cloudflare Gateway were named in the same answer 125 times, of the 172 answers naming DNSFilter and the 147 naming Cloudflare Gateway. In those answers Cloudflare Gateway took the first choice twenty-four times and DNSFilter forty-five.
| 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.
“The biggest warnings are around DNSFilter's agent reliability” DeepSeek V4 Flash · negative prompt · hard negative
“reviews mention recurring complaints about support, pricing, misconfigurations, and occasional outages or false positives” Mistral Small · negative prompt · soft negative
“I'd verify current packaging/features before choosing it.” GPT-5.4 mini · comparative prompt · soft negative
“DNSFilter: Very popular for mid-market. High-performance threat detection using AI/ML, easy to deploy, fast global network, excellent pricing transparency.” Gemini 3.5 Flash · scale prompt · first choice
“Best for: Companies seeking pure, high-performance DNS layer protection with straightforward pricing and excellent MSP/partner channel support.” Qwen 3.7 Flash · direct prompt · first choice
“For most mid-sized B2B companies, I recommend starting with DNSFilter due to its purpose-built design for your size” Kimi K2 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“though I didn’t see as strong a DNS-security-first positioning in the sources I checked as compared with Cisco and Infoblox” GPT-5.4 mini · paraphrase prompt · soft negative
“my default recommendation is Cloudflare Gateway if you want the best overall balance of security, scalability, and broader zero-trust capabilities” GPT-5.4 mini · direct prompt · first choice
“If you have almost no budget, start with Cloudflare Gateway (free for 50 users) or Quad9 (completely free).” Kimi K2 · budget prompt · first choice
“Best value / SMB & MSP options are commonly cited as Cloudflare Gateway and DNSFilter for fast, transparent pricing” Muse Glimmer 30B · scale 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.