| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Vulnerability management platforms | Security operations | 9% | 4 of 77 | 26% | 65 | criticized challenger | ▲+8Since September 2026: 0% → 8%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Vuln management | 0% | 8% | ▲+8Since September 2026: 0% → 8%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 4 of 77 |
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 | 2 | 1 | 4 |
| GPT-5.4 mini | 0 | 3 | 1 | 0 | 4 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 3 | 5 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.20 | 1 | 3 | 0 | 1 | 5 |
| Mistral Small | 2 | 0 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 2 | 2 | 0 | 2 | 6 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 3 | 1 | 6 |
| Kimi K2 | 0 | 2 | 2 | 1 | 5 |
| GLM 4.7 FlashX | 2 | 2 | 0 | 2 | 6 |
| MiniMax M2.5 | 1 | 2 | 0 | 3 | 6 |
| GPT-6 Luna | 0 | 2 | 3 | 0 | 5 |
| Muse Glimmer 30B | 2 | 1 | 0 | 2 | 5 |
Verbatim evidence the judge attached to positive labels.
“Holistic approach with comprehensive coverage... Best for: Enterprises needing broad asset coverage and real-time insights.” Mistral Small · Vuln management · comparative prompt · first choice
“Qualys VMDR | TruRisk scoring, unified cloud architecture, easy to use | Mid-market looking for a consolidated platform” DeepSeek V4 Flash · Vuln management · scale prompt · first choice
“Tenable, Qualys, and Rapid7 InsightVM remain the three pure-play leaders that buyers should shortlist first” Muse Glimmer 30B · Vuln management · scale prompt · first choice
“### 1. Qualys VMDR (Free Trial Available) ... Good for companies needing an all-in-one solution” MiniMax M2.5 · Vuln management · budget 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.
“Full‑featured enterprise tools (Rapid7, Qualys, Tenable.io) without a dedicated security team” GLM 4.7 FlashX · Vuln management · budget prompt · hard negative
“it is frequently cited in user reviews as a platform where you should be cautious due to its high cost, high false positive rates, and poor support” GLM 4.7 FlashX · Vuln management · negative prompt · soft negative
“Qualys VMDR also produces false positive and false negative alerts, making report generation time-consuming, and its interface is complex” Claude Haiku 4.5 · Vuln management · negative prompt · soft negative
“Limited automated remediation ... No built-in patch management ... Support issues reported: slow initial response times” Kimi K2 · Vuln management · 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 162 of the 179 answers that named Qualys VMDR and are not a share of its labels.
602 of the 602 domain citations in answers naming Qualys VMDR 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. Of its titles that name a category, most name patching (12); 0 name the category the models place it in. 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 VMDR'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 VMDR'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 VMDR, 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 VMDR by email, built from the raw record of the edition. It shows: