Eleven of fourteen models named Cisco Duo first on the direct prompt; five named Microsoft Entra ID. Both were named by all fourteen models and Cisco Duo carries 66 labels and Microsoft Entra ID 56, so the shares are not directly comparable.
Named in six categories this edition.
Named in twelve categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the multi-factor authentication page.
Across every category in the November 2026 Edition, Cisco Duo and Microsoft Entra ID were named in the same answer 192 times, of the 237 answers naming Cisco Duo and the 600 naming Microsoft Entra ID. In those answers Microsoft Entra ID took the first choice sixty-nine times and Cisco Duo fifty-two.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Legacy or basic versions of popular solutions (e.g., older Duo...): These can still fall to AiTM phishing, session token theft, or prompt bombing.” Grok 4.20 · negative prompt · soft negative
“Need fast rollout, minimal training, hybrid on-prem/cloud | Cisco Duo (broad protocol support, device trust, low admin overhead)” Qwen 3.7 Flash · comparative prompt · first choice
“Cisco Duo and Microsoft Entra ID (formerly Azure AD) are both highly recommended multi-factor authentication (MFA) tools” Mistral Small · paraphrase prompt · first choice
“The best MFA solution for a company with a limited budget is Duo Free or Google Authenticator for under 10 users.” Llama 4 Maverick · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Best if your organization is heavily invested in Microsoft 365. Rich conditional access policies and low additional cost if already licensed.” Gemini 3.5 Flash · scale prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.