| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Data center infrastructure management | IT operations and endpoint | 15% | 3 of 103 | 0% | 29 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 4 | 0 | 0 | 4 |
| Perplexity Sonar | 1 | 0 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 4 | 0 | 0 | 4 |
| Llama 4 Maverick | 1 | 0 | 3 | 0 | 4 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 3 | 2 | 0 | 0 | 5 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“Ideal for mid-market and edge sites, Hyperview is a modern, cloud-native SaaS solution known for its fast deployment and lower entry cost” Mistral Small · DCIM · direct prompt · first choice
“I'd recommend Hyperview as the primary choice (cloud-native SaaS with fast deployment and published pricing)” GLM 4.7 FlashX · DCIM · paraphrase prompt · first choice
“Hyperview - A cloud-native SaaS solution that is fast to deploy and has a lower entry cost than legacy DCIM.” Llama 4 Maverick · DCIM · direct prompt · first choice
“Start with Hyperview if you want a modern, affordable DCIM live in weeks with minimal overhead.” Kimi K2 · DCIM · paraphrase prompt · first choice
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.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 79 of the 79 answers that named Hyperview and are not a share of its labels.
356 of the 356 domain citations in answers naming Hyperview 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.
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 236 | 8 | 2026-09-09 | DCIM, Colocation | |
| Conference or event | 66 | 0 | 2026-03-17 | DCIM | |
| Glossary or explainer | 11 | 0 | 2026-04-16 | DCIM | |
| Comparison | 6 | 0 | 2025-06-17 | DCIM | |
| News or press | 2 | undated | |||
| Report or ebook | 1 | undated | DCIM | ||
| Podcast or video | 1 | 0 | 2026-04-10 |
Every page hyperviewhq.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.
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.
What Hyperview's own pages state, read October 5, 2026: hyperviewhq.com, hyperviewhq.com/pricing, hyperviewhq.com/integrations. A claimed page can correct any of them.
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 Hyperview'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 Hyperview, 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 Hyperview by email, built from the raw record of the edition. It shows:
Hyperview is among the products AI models recommend first in Data center infrastructure management 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.