| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Multi-factor authentication | Identity and access | 47% | 1 of 77 | 6% | 63 | endorsed leader | ▲+5Since September 2026: 43% → 48%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Network access control | Network and edge | 2% | 12 of 111 | 0% | 1 | under 10 labels · led by Portnox Cloud at 35% | |
| Zero trust network access | Network and edge | 0% | 19 of 66 | 20% | 5 | under 10 labels · led by Twingate at 39% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Workforce identity and SSO | Identity and access | 0% | 14 of 44 | 0% | 2 | under 10 labels · led by Microsoft Entra ID at 46% | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Enterprise AI assistants | Data platform | 0% | 99 of 145 | 0% | 1 | under 10 labels · led by ChatGPT at 25% | |
| Identity threat detection and response | Identity and access | 0% | 79 of 105 | 0% | 1 | under 10 labels · led by Huntress Managed ITDR at 51% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| MFA | 43% | 48% | ▲+5Since September 2026: 43% → 48%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 of 77, unchanged |
| Workforce identity | 4% | 0% | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 14 of 44 |
| NAC | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 12 of 111, unchanged |
| ZTNA | 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 14 → 19 of 66 |
| Enterprise AI | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 99 of 145, unchanged |
| ITDR | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 79 of 105, 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 | 2 | 0 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 3 | 1 | 1 | 5 |
| Gemini 3.5 Flash | 3 | 2 | 0 | 1 | 6 |
| Perplexity Sonar | 4 | 0 | 1 | 0 | 5 |
| Grok 4.20 | 4 | 1 | 0 | 1 | 6 |
| Mistral Small | 2 | 2 | 3 | 0 | 7 |
| DeepSeek V4 Flash | 4 | 1 | 0 | 0 | 5 |
| Llama 4 Maverick | 0 | 2 | 4 | 0 | 6 |
| Qwen 3.7 Flash | 3 | 2 | 1 | 2 | 8 |
| Kimi K2 | 4 | 0 | 1 | 0 | 5 |
| GLM 4.7 FlashX | 4 | 0 | 0 | 0 | 4 |
| MiniMax M2.5 | 3 | 2 | 0 | 0 | 5 |
| GPT-6 Luna | 0 | 4 | 0 | 0 | 4 |
| Muse Glimmer 30B | 3 | 2 | 0 | 0 | 5 |
Verbatim evidence the judge attached to positive labels.
“Best overall for mid-market B2B: Cisco Duo – MFA-first product with strong phishing-resistant auth (FIDO2/WebAuthn), device trust, and easy deployment.” MiniMax M2.5 · MFA · direct prompt · first choice
“Duo Security (Cisco) — it offers the best balance of security, ease of deployment, user experience, and pricing for mid-sized B2B companies.” MiniMax M2.5 · MFA · paraphrase prompt · first choice
“Choose Cisco Duo if you want best-in-class ease of deployment and user experience for core MFA with minimal IAM overhead.” Muse Glimmer 30B · MFA · direct prompt · first choice
“start with Microsoft Authenticator (if using M365) or Duo Free — both offer solid security with minimal cost” MiniMax M2.5 · MFA · 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.
“Duo and Okta are established options, though their pricing is typically quote-based rather than simple low-cost self-serve pricing” GPT-5.4 mini · MFA · budget prompt · soft negative
“Push notifications (e.g., "Approve login?" on apps like Duo, Microsoft Authenticator push): Susceptible to MFA fatigue/bombing” Grok 4.20 · MFA · negative prompt · soft negative
“Only use push notification systems (like Microsoft Authenticator or Duo) if they are configured to require Number Matching” Gemini 3.5 Flash · MFA · negative prompt · soft negative
“implementing them as a full ZTNA control plane for internal apps can become expensive and administratively burdensome” Qwen 3.7 Flash · ZTNA · 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 198 of the 230 answers that named Cisco Duo and are not a share of its labels.
628 of the 628 domain citations in answers naming Cisco Duo 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 Cisco Duo's own pages state, read October 5, 2026: cisco.com/site/us/en/products/security/duo/index.html, talentbridge.cisco.com/organization/cisco. 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 Cisco Duo'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 Cisco Duo, 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 Cisco Duo by email, built from the raw record of the edition. It shows:
AI models recommend Cisco Duo first in Multi-factor authentication this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.