| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Managed DNS | Network and edge | 2% | 3 of 78 | 9% | 56 | accepted challenger | |
| DDI and IP address management | Network and edge | 0% | 33 of 115 | 0% | 1 | under 10 labels · led by BlueCat Micetro at 15% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 2 | 1 | 4 |
| GPT-5.4 mini | 0 | 2 | 2 | 0 | 4 |
| Gemini 3.5 Flash | 1 | 4 | 0 | 1 | 6 |
| Perplexity Sonar | 0 | 3 | 0 | 1 | 4 |
| Grok 4.1 Fast | 0 | 5 | 0 | 1 | 6 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 4 | 1 | 0 | 5 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 4 | 0 | 0 | 4 |
| Kimi K2 | 0 | 5 | 1 | 0 | 6 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 4 | 0 | 0 | 4 |
| GPT-6 Luna | 0 | 3 | 0 | 0 | 3 |
| Muse Glimmer 30B | 0 | 2 | 1 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“Cloudflare, Route 53, and Google Cloud DNS dominate the cloud‑native and developer‑friendly space” GLM 4.7 FlashX · Managed DNS · comparative prompt · first choice
“If you are heavily on AWS: Route 53 is an easy, highly reliable, and integrated choice.” Gemini 3.5 Flash · Managed DNS · scale prompt · first choice
“Choose AWS Route 53 if your infrastructure is heavily reliant on AWS and you need sophisticated traffic shaping and private VPC DNS.” Qwen 3.7 Flash · Managed DNS · comparative prompt · alternative
“For AWS-centric architectures Route 53's deep integration and health-check-driven failover is hard to beat.” Muse Glimmer 30B · Managed DNS · comparative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“AWS Route 53, Azure DNS, and Google Cloud DNS all locking you into their platform with no standard mechanism to replicate zones to external nameservers” Claude Haiku 4.5 · Managed DNS · negative prompt · soft negative
“That makes Route 53 a caution for teams without AWS expertise or for organizations wanting a simple, vendor-neutral DNS.” Muse Glimmer 30B · Managed DNS · negative prompt · soft negative
“reliable and scalable, but usually better for teams already in AWS than for companies trying to minimize spend” Perplexity Sonar · Managed DNS · budget prompt · soft negative
“Great for AWS users but costs add up (e.g., $5-10/month for moderate traffic).” Grok 4.1 Fast · Managed DNS · budget prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 153 of the 165 answers that named Amazon Route 53 and are not a share of its labels.
510 of the 510 domain citations in answers naming Amazon Route 53 came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Amazon Route 53's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Amazon Route 53, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Amazon Route 53 by email, built from the raw record of the edition. It shows:
Amazon Route 53 is among the products AI models recommend first in Managed DNS this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.