Three of twelve models named Microsoft Entra ID first on the direct prompt; four named Okta. Both were named by all twelve models and both carry 49 labels, so the shares below are directly comparable.
Named in eight 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. Two of two in this category shown.
“Microsoft shop: Start with Microsoft Entra ID MFA + Conditional Access — cheapest, deep integration, passkey support. This is often the pragmatic default.” DeepSeek V4 Flash · scale prompt · first choice
“Choose Microsoft Entra ID if you are already a 90%+ Microsoft shop and want to consolidate your budget using your existing licensing.” Gemini 3.5 Flash · comparative 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.