Five of twelve models named Auth0 first on the direct prompt; five named WorkOS. Auth0 was named by twelve of the twelve models and WorkOS by eleven and Auth0 carries 67 labels and WorkOS 30, so the shares are not directly comparable.
Named in four categories this edition.
Named in three 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 customer identity and access management 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. Five of six in this category shown.
“Developers report massive price increases of 300% to 1,500% on renewal” DeepSeek V4 Flash · negative prompt · hard negative
“it is generally not recommended for startups on a limited budget” Gemini 3.5 Flash · budget prompt · hard negative
“### 1. Auth0 (Okta Customer Identity Cloud) ... Pick Auth0/Olata if developer experience and speed-to-market matter most” Qwen 3.7 Flash · comparative prompt · first choice
“Offers a free tier with 25,000 monthly active users (MAUs), making it a strong choice for startups and small businesses” Mistral Small · budget prompt · first choice
“Auth0 and Ping Identity are the top recommendations due to their maturity, scalability, and broad feature sets” Mistral Small · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“only if developer experience or enterprise-facing workflows matter enough to justify potentially higher cost or implementation overhead” Perplexity Sonar · budget prompt · soft negative
“caution if you need full customer identity lifecycle management” Perplexity Sonar · negative prompt · soft negative
“WorkOS or Scalekit: Excellent if you already have a basic auth system and specifically need to add Enterprise-ready SSO, SCIM provisioning, and organization management.” Gemini 3.5 Flash · scale prompt · first choice
“Auth0 and WorkOS are the most recommended due to their B2B focus, ease of integration, and scalability” Mistral Small · paraphrase prompt · first choice
“WorkOS has become the industry standard for B2B products aiming to sell to enterprise customers.” Gemini 3.5 Flash · paraphrase 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.