| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Vulnerability management platforms | Security operations | 4% | 8 of 77 | 30% | 23 | criticized challenger | =heldSince September 2026: 5% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Breach and attack simulation | Security operations | 2% | 18 of 74 | 0% | 1 | under 10 labels · led by Cymulate at 24% | |
| Penetration testing as a service | Security operations | 0% | 30 of 82 | 0% | 3 | 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. |
| Dynamic application security testing | Developer platform | 0% | 55 of 58 | 100% | 1 | under 10 labels · led by OWASP ZAP at 29% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| BAS | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 18 of 74, unchanged |
| Vuln management | 5% | 4% | =heldSince September 2026: 5% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 → 8 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 69 → 30 of 82 |
| DAST | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 55 of 58, 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 | 1 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 1 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 1 | 1 | 0 | 2 | 4 |
| Mistral Small | 0 | 1 | 2 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 0 | 1 | 2 | 4 |
| MiniMax M2.5 | 0 | 1 | 1 | 1 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 2 | 0 | 1 | 3 |
Verbatim evidence the judge attached to positive labels.
“the best starting point is Nessus Essentials (free) + a free vulnerability feed for on‑prem scanning” GLM 4.7 FlashX · Vuln management · budget prompt · first choice
“Start with a vulnerability scanner (Nessus or OpenVAS for cost-effectiveness)” Claude Haiku 4.5 · BAS · paraphrase prompt · first choice
“I'd recommend Tenable Nessus Professional as the starting point” Grok 4.20 · Vuln management · paraphrase prompt · first choice
“useful for getting started with proven scanning technology, with the limitation of scan limits and lack of centralized reporting” Muse Glimmer 30B · Vuln management · budget 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.
“Avoid trying to scrape out a "Free" version of Nessus; Tenable discontinued its unlimited community scanner” Qwen 3.7 Flash · Vuln management · budget prompt · hard negative
“Avoid Standalone "Point-in-Time" Scanners for Enterprise VM ... Why to avoid them for enterprise VM” Gemini 3.5 Flash · Vuln management · negative prompt · hard negative
“The Verdict: Avoid for deep web application testing.” GLM 4.7 FlashX · DAST · negative prompt · hard negative
“scanners like older Nessus/OpenVAS versions criticized for inaccurate Windows scans or signature mismatches” Grok 4.20 · 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 73 of the 83 answers that named Tenable Nessus and are not a share of its labels.
213 of the 239 domain citations in answers naming Tenable Nessus 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.
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 Tenable Nessus's own pages state, read September 28, 2026: tenable.com/tenable-nessus-for-education, docs.tenable.com/nessus/Content/Scanners.htm, docs.tenable.com/nessus/Content/Compliance.htm, docs.tenable.com/nessus/Content/Vulnerabilities.htm, docs.tenable.com/general-requirements/Content/nessus-network-monitor-software-requirements.htm. 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 Tenable Nessus'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 Tenable Nessus, 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 Tenable Nessus by email, built from the raw record of the edition. It shows: