| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Container and Kubernetes security | Cloud and infrastructure | 0% | 25 of 77 | 0% | 5 | under 10 labels · led by Trivy at 22% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Penetration testing as a service | Security operations | 0% | 50 of 82 | 25% | 4 | under 10 labels · led by Cobalt at 45% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Attack surface management | Security operations | 0% | 28 of 100 | 0% | 3 | under 10 labels · led by Intruder at 49% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Cloud-native application protection | Cloud and infrastructure | 0% | 64 of 70 | 33% | 3 | under 10 labels · led by Wiz at 37% | newNew since September 2026: not ranked then, 0% now. |
| Patch management | IT operations and endpoint | 0% | 56 of 85 | 33% | 3 | under 10 labels · led by ManageEngine Patch Manager Plus at 29% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Breach and attack simulation | Security operations | 0% | 31 of 74 | 0% | 2 | under 10 labels · led by Cymulate at 24% | |
| Application security posture management | Developer platform | 0% | 53 of 70 | 0% | 1 | under 10 labels · led by Aikido Security at 37% | |
| Cloud security posture management | Cloud and infrastructure | 0% | 71 of 80 | 100% | 1 | under 10 labels · led by Wiz at 37% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Container security | 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 62 → 25 of 77 |
| PTaaS | 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 28 → 50 of 82 |
| ASM | 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 25 → 28 of 100 |
| CNAPP | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 64 of 70, unchanged |
| Patching | 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 34 → 56 of 85 |
| BAS | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 31 of 74, unchanged |
| ASPM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 53 of 70, unchanged |
| CSPM | 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 45 → 71 of 80 |
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 | 0 | 1 | 2 | 0 | 3 |
| GPT-5.4 mini | 0 | 0 | 1 | 2 | 3 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 2 | 2 | 5 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Qualys - The Enterprise TruRisk Platform provides continuous, real-time security across the entire IT landscape.” Llama 4 Maverick · ASM · direct prompt · alternative
“Qualys - comprehensive vulnerability and compliance management” Claude Haiku 4.5 · BAS · paraphrase prompt · alternative
“Qualys - Provides vulnerability assessment alongside testing” MiniMax M2.5 · PTaaS · budget prompt · alternative
“verify success via a dedicated scanner (like Tenable or Qualys)” Qwen 3.7 Flash · Patching · negative 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.
“⚠️ Tenable & Qualys: Avoid if you prioritize agility over compliance history.” Qwen 3.7 Flash · CNAPP · negative prompt · hard negative
“vendors like ManageEngine and Qualys publish their own security advisories, which is normal, but it also means the patching platform itself becomes part of your attack surface” GPT-5.4 mini · Patching · negative prompt · soft negative
“Traditional Vulnerability Scanners Masquerading as CSPM ... Why be cautious” Qwen 3.7 Flash · CSPM · negative prompt · soft negative
“more of a vulnerability-management platform than a pure pentest service” GPT-5.4 mini · PTaaS · direct 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 51 of the 72 answers that named Qualys and are not a share of its labels.
114 of the 114 domain citations in answers naming Qualys 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 | 1,171 | 41 | 2026-09-28 | Patching, ASM | |
| Report or ebook | 403 | 0 | 2024-01-01 | CNAPP | |
| Glossary or explainer | 62 | 0 | 2025-12-30 | Patching, CNAPP | |
| Conference or event | 57 | 0 | 2023-11-01 | ||
| Template or tool | 16 | 0 | 2017-04-01 | ||
| Webinar or virtual event | 12 | 0 | 2023-07-01 | ||
| Case study | 11 | 0 | 2017-11-01 | ||
| Comparison | 8 | 1 | 2026-09-10 | PAM, IGA | |
| News or press | 4 | undated |
As the event pages on qualys.com state them, read September 28, 2026.
Every page qualys.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.
What Qualys's own pages state, read September 28, 2026: qualys.com, qualys.com/solutions/compliance, qualys.com/platform-login-ui, qualys.com/customers, qualys.com/partners. 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 Qualys'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 Qualys, 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 Qualys by email, built from the raw record of the edition. It shows: