| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Multi-factor authentication | Identity and access | 42% | 1 of 78 | 2% | 60 | endorsed leader |
| Workforce identity and SSO | Identity and access | 4% | 6 of 48 | 12% | 8 | under 10 labels · led by Microsoft Entra ID at 36% |
| Zero trust network access | Network and edge | 0% | 20 of 71 | 0% | 4 | under 10 labels · led by Cloudflare One at 35% |
| Identity governance | Identity and access | 0% | 35 of 77 | 0% | 1 | under 10 labels · led by Lumos at 20% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 5 | 0 | 6 |
| GPT-5.4 mini | 2 | 2 | 0 | 0 | 4 |
| Gemini 3.5 Flash | 3 | 2 | 1 | 0 | 6 |
| Perplexity Sonar | 4 | 0 | 0 | 1 | 5 |
| Grok 4.1 Fast | 3 | 2 | 1 | 0 | 6 |
| Mistral Small | 2 | 2 | 4 | 0 | 8 |
| DeepSeek V4 Flash | 4 | 2 | 0 | 0 | 6 |
| Llama 4 Maverick | 2 | 4 | 2 | 0 | 8 |
| Qwen 3.7 Flash | 1 | 3 | 0 | 1 | 5 |
| Kimi K2 | 4 | 2 | 0 | 0 | 6 |
| GLM 4.7 FlashX | 3 | 2 | 2 | 0 | 7 |
| MiniMax M2.5 | 3 | 2 | 1 | 0 | 6 |
Verbatim evidence the judge attached to positive labels.
“Microsoft Entra ID (if using Microsoft 365) or Cisco Duo's free tier (for small teams) offer the best balance of features, reliability, and cost.” Kimi K2 · MFA · budget prompt · first choice
“Choose Cisco Duo if you want to deploy a highly secure, easy-to-use MFA on top of a variety of existing, scattered systems with minimal IT headache.” Gemini 3.5 Flash · MFA · comparative prompt · first choice
“Start with Cisco Duo if you want simple, scalable MFA without overhauling identity management—it's frequently #1 for mid-sized businesses” Grok 4.1 Fast · MFA · direct prompt · first choice
“The Absolute Lowest Cost: Cisco Duo ... Choose Cisco Duo if you just need to secure logins with MFA and keep costs under $5/user.” Qwen 3.7 Flash · Workforce identity · 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.
“it is not a full workforce IAM replacement if you need broader SSO, provisioning, and governance” Perplexity Sonar · Workforce identity · negative prompt · soft negative
“Be Wary of: Push Notification Approvals (Duo, Okta, Microsoft)” Qwen 3.7 Flash · MFA · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 158 of the 203 answers that named Cisco Duo and are not a share of its labels.
541 of the 541 domain citations in answers naming Cisco Duo came from somebody else's page.
Pages are listed as the models cited 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.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at cisco.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.