One of fourteen models named Amazon Route 53 first on the direct prompt; one named IBM NS1 Connect. Amazon Route 53 was named by fourteen of the fourteen models and IBM NS1 Connect by nine and Amazon Route 53 carries 61 labels and IBM NS1 Connect 19, 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 Managed DNS page.
Across every category in the November 2026 Edition, Amazon Route 53 and IBM NS1 Connect were named in the same answer sixty-six times, of the 190 answers naming Amazon Route 53 and the 76 naming IBM NS1 Connect. In those answers IBM NS1 Connect took the first choice six times and Amazon Route 53 one.
| Model | DirectARIN | ParaphraseARIN | ComparativeARIN | Budget-constrainedARIN | Scale-constrainedARIN | NegativeARIN |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | AR | |||||
| GPT-5.4 mini | ARIN | AR | AR | |||
| Gemini 3.5 Flash | ARIN | ARIN | ARIN | AR | AR | |
| Perplexity Sonar | AR | ARIN | AR | AR | AR | |
| Grok 4.20 | ARIN | AR | ARIN | AR | ARIN | |
| Mistral Small | AR | AR | AR | |||
| DeepSeek V4 Flash | ARIN | AR | ARIN | AR | ARIN | |
| Llama 4 Maverick | AR | |||||
| Qwen 3.7 Flash | AR | AR | AR | AR | AR | |
| Kimi K2 | IN | ARIN | AR | AR | AR | |
| GLM 4.7 FlashX | AR | AR | ARIN | AR | AR | |
| MiniMax M2.5 | AR | AR | AR | |||
| GPT-6 Luna | ARIN | AR | ARIN | AR | ||
| Muse Glimmer 30B | ARIN | AR | ARIN | AR |
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.
“The managed DNS providers that you should avoid or be cautious about are: 1. Amazon Route 53” Llama 4 Maverick · negative prompt · hard negative
“Route 53 and Google Cloud DNS are strong choices, but automation-driven changes require strict deployment controls, monitoring, and rollback procedures.” Perplexity Sonar · negative prompt · soft negative
“The interface is complex and difficult to learn. Once your traffic grows significantly, costs can spike unexpectedly” Qwen 3.7 Flash · budget prompt · soft negative
“Most mid-market companies find that Cloudflare or AWS Route 53 provide the best balance of features, cost, and reliability” GLM 4.7 FlashX · direct prompt · first choice
“For most modern applications, Cloudflare and Route 53 are the top recommendations” MiniMax M2.5 · comparative prompt · first choice
“Companies already in AWS | Excellent routing policies, health checks, 100% SLA. Pay-per-query pricing can add up.” DeepSeek V4 Flash · paraphrase prompt · alternative
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.