Five of twelve models named WorkOS first on the direct prompt; five named Frontegg. WorkOS was named by eleven of the twelve models and Frontegg by eleven and WorkOS carries 30 labels and Frontegg 32, so the shares are not directly comparable.
Named in three categories this edition.
Named in one category 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.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Frontegg stands out for B2B SaaS specifically: Frontegg is the fastest path for B2B SaaS teams that need to ship enterprise-grade identity features” Claude Haiku 4.5 · direct prompt · first choice
“Frontegg is built specifically for B2B SaaS with multi-tenancy and self-service admin, ideal for teams that need production-ready CIAM” Claude Haiku 4.5 · paraphrase prompt · first choice
“If you want to offload user interface development entirely, Frontegg is the winner.” 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.