| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Enterprise storage systems | Cloud and infrastructure | 0% | 34 of 167 | 8% | 25 | accepted challenger | |
| Data center networking | Network and edge | 0% | 39 of 165 | 25% | 8 | under 10 labels · led by Arista Networks at 27% | |
| Microsegmentation | Network and edge | 0% | 66 of 94 | 0% | 1 | under 10 labels · led by ColorTokens Xshield at 25% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 4 | 0 | 5 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 1 | 3 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 2 | 0 | 2 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 1 | 3 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 1 | 1 | 3 | 0 | 5 |
| MiniMax M2.5 | 0 | 0 | 4 | 0 | 4 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Prefer: Established vendors with proven management tools and robust support (currently HPE and Dell show highest satisfaction scores)” GLM 4.7 FlashX · Enterprise storage · negative prompt · first choice
“Choose HPE if you want a highly modular system where you can scale processing power separately from storage capacity” Gemini 3.5 Flash · Enterprise storage · comparative prompt · alternative
“HPE aggregates telemetry data from millions of arrays globally to predict failures before they happen.” Qwen 3.7 Flash · Enterprise storage · comparative prompt · alternative
“HPE Alletra and NetApp AFF A-series are strong alternatives and both are Gartner Leaders.” Muse Glimmer 30B · Enterprise storage · direct 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.
“End of support October 2026” Kimi K2 · Data center networking · negative prompt · hard negative
“HPE's older 3PAR lines are being pushed toward Primera/Alletra... HPE's Primera (successor to 3PAR) was largely a rebrand of 3PAR” DeepSeek V4 Flash · Enterprise storage · negative prompt · soft negative
“Legacy/Hybrid Arrays (IBM, HPE Nimble/DH, Hitachi Vantara) ... Slower Modernization” Qwen 3.7 Flash · Enterprise storage · negative prompt · soft negative
“the integration process introduces near-term uncertainty” Gemini 3.5 Flash · Data center networking · negative 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 66 of the 75 answers that named HPE and are not a share of its labels.
183 of the 209 domain citations in answers naming HPE 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 |
|---|---|---|---|---|---|
| Comparison | 68 | undated | |||
| Glossary or explainer | 26 | undated | |||
| Webinar or virtual event | 6 | undated | |||
| Report or ebook | 5 | undated | |||
| Template or tool | 4 | undated | |||
| Case study | 3 | undated | |||
| Conference or event | 3 | undated |
Every page hpe.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 HPE's own pages state, read October 5, 2026: hpe.com. 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 HPE'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 HPE, 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 HPE by email, built from the raw record of the edition. It shows: