| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Privileged access management | Identity and access | 0% | 73 of 73 | 60% | 57 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| OT and IoT security | Security operations | 0% | 62 of 107 | 0% | 1 | under 10 labels · led by Microsoft Defender for IoT at 21% | |
| Secrets management | Identity and access | 0% | 32 of 59 | 0% | 1 | under 10 labels · led by HashiCorp Vault at 31% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| PAM | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 67 → 73 of 73 |
| OT/IoT security | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 62 of 107, unchanged |
| Secrets | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 32 of 59, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 1 | 1 | 3 |
| GPT-5.4 mini | 1 | 1 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 5 | 5 |
| Perplexity Sonar | 1 | 0 | 0 | 2 | 3 |
| Grok 4.20 | 1 | 0 | 1 | 4 | 6 |
| Mistral Small | 1 | 1 | 3 | 0 | 5 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 5 | 6 |
| Llama 4 Maverick | 0 | 0 | 3 | 1 | 4 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 5 | 6 |
| Kimi K2 | 1 | 0 | 0 | 5 | 6 |
| GLM 4.7 FlashX | 1 | 0 | 1 | 3 | 5 |
| MiniMax M2.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-6 Luna | 1 | 0 | 1 | 0 | 2 |
| Muse Glimmer 30B | 1 | 0 | 0 | 2 | 3 |
Verbatim evidence the judge attached to positive labels.
“CyberArk is widely considered the enterprise standard for PAM... Large enterprises with regulatory/compliance demands → CyberArk (deepest controls, most mature)” DeepSeek V4 Flash · PAM · comparative prompt · first choice
“the enterprise PAM benchmark... It is the choice for deep, complex deployments for regulated enterprises.” Muse Glimmer 30B · PAM · comparative prompt · first choice
“Start with CyberArk, BeyondTrust, and Delinea for a broad traditional enterprise PAM evaluation.” GPT-6 Luna · PAM · comparative prompt · first choice
“Clear market leader, holding 11.4% market mindshare, deployed at over 50 of Fortune 500 companies” MiniMax M2.5 · PAM · comparative 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.
“What to Avoid: CyberArk ... overkill (and overpriced) for most mid-sized B2B companies” DeepSeek V4 Flash · PAM · paraphrase prompt · hard negative
“Avoid "big fish" vendors (like CyberArk or Microsoft Entra ID) for now” Qwen 3.7 Flash · PAM · budget prompt · hard negative
“enterprise PAM solutions like CyberArk and BeyondTrust offer broad feature sets that may not be necessary for smaller teams, and the total cost of ownership can be three to five times the license fee” Llama 4 Maverick · PAM · negative prompt · soft negative
“Unless you have a dedicated, fully-trained team to manage CyberArk, you should avoid their on-premises route and look toward their lighter SaaS offering (CyberArk Privilege Cloud)” Gemini 3.5 Flash · PAM · 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 163 of the 182 answers that named CyberArk Privileged Access Manager and are not a share of its labels.
548 of the 548 domain citations in answers naming CyberArk Privileged Access Manager came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 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 | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 3,467 | 39 | 2026-09-28 | ||
| Report or ebook | 1,861 | 0 | 2011-10-01 | ||
| Podcast or video | 535 | 0 | 2015-08-01 | ||
| Glossary or explainer | 430 | 0 | 2022-07-04 | ||
| News or press | 408 | 0 | 2018-12-01 | ||
| Case study | 351 | undated | |||
| Comparison | 104 | 0 | 2019-08-08 | ||
| Webinar or virtual event | 87 | 0 | 2018-07-01 | ||
| Conference or event | 87 | 0 | 2018-04-01 | ||
| Template or tool | 21 | undated |
Every page paloaltonetworks.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 September 29, 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.
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 CyberArk Privileged Access Manager'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 CyberArk Privileged Access Manager, 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 CyberArk Privileged Access Manager by email, built from the raw record of the edition. It shows: