Seven of twelve models named Cisco Duo first on the direct prompt; four named Okta. Both were named by all twelve models and Cisco Duo carries 60 labels and Okta 49, so the shares are not directly comparable.
Named in four categories this edition.
Named in five categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.
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 four in this category shown.
“Be Wary of: Push Notification Approvals (Duo, Okta, Microsoft)” Qwen 3.7 Flash · negative prompt · soft negative
“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 · 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 · 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 · direct 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.
“If you need a flexible, cross-platform solution with adaptive security, Okta Adaptive MFA is the top recommendation.” Mistral Small · direct prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.