Fourteen of fourteen models named Cloudflare DNS first on the direct prompt; one named IBM NS1 Connect. Cloudflare DNS was named by fourteen of the fourteen models and IBM NS1 Connect by nine and Cloudflare DNS carries 73 labels and IBM NS1 Connect 19, so the shares are not directly comparable.
Named in two categories 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 Managed DNS page.
Across every category in the November 2026 Edition, Cloudflare DNS and IBM NS1 Connect were named in the same answer sixty-seven times, of the 230 answers naming Cloudflare DNS and the 76 naming IBM NS1 Connect. In those answers IBM NS1 Connect took the first choice two times and Cloudflare DNS fifty-two.
| 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.
“That doesn't automatically make Cloudflare a bad choice, but it does mean you should treat it as a provider to scrutinize carefully” GPT-5.4 mini · negative prompt · soft negative
“Cloudflare, if easy exit or low-cost multi-provider DNS is important... not a general reason to avoid Cloudflare DNS.” GPT-6 Luna · negative prompt · soft negative
“it has had notable outages... Great for most, but have a secondary provider for critical setups.” Grok 4.20 · negative prompt · soft negative
“Cloudflare: Known for its global network and superior security features, Cloudflare offers a range of pricing plans, including a free plan.” Llama 4 Maverick · budget prompt · first choice
“Choose Cloudflare if you want an easy-to-use, fast DNS that includes built-in DDoS protection, CDN, and basic security out of the box.” Gemini 3.5 Flash · comparative prompt · first choice
“I recommend starting with Cloudflare's free tier - it offers the best balance of performance, security, and features at no cost” MiniMax M2.5 · budget 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.
“Higher complexity and typically higher enterprise cost” Perplexity Sonar · paraphrase prompt · soft negative
“the best default choice is usually Cloudflare or IBM NS1 Connect, depending on your priorities” GPT-5.4 mini · direct prompt · first choice
“Advanced traffic steering, latency-based routing, and multi-CDN failover needs. More complex but powerful.” Kimi K2 · paraphrase prompt · alternative
“Best for Complex Traffic Steering & SaaS Apps: IBM NS1 Connect *(Best for Advanced Multi-Cloud)*” Gemini 3.5 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.