Five of fourteen models named Frontegg first on the direct prompt; zero named Microsoft Entra External ID. Frontegg was named by twelve of the fourteen models and Microsoft Entra External ID by fourteen and Frontegg carries 30 labels and Microsoft Entra External ID 39, so the shares are not directly comparable.
Named in two 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 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 customer identity and access management page.
Across every category in the October 2026 Edition, Frontegg and Microsoft Entra External ID were named in the same answer thirty-eight times, of the 97 answers naming Frontegg and the 97 naming Microsoft Entra External ID. In those answers Microsoft Entra External ID took the first choice two times and Frontegg seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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. Three of three in this category shown.
“If you want to minimize development time and avoid building customer-facing administrative dashboards from scratch, Frontegg is a top choice.” Gemini 3.5 Flash · paraphrase prompt · first choice
“I'd recommend evaluating Frontegg or Descope as starting points, as they're specifically optimized for mid-market B2B needs” Claude Haiku 4.5 · direct prompt · first choice
“Frontegg and Clerk are particularly well-suited due to their B2B-focused features and ease of integration” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Azure AD B2C if you need a broad, flexible CIAM platform... limited to single-app external use cases... limited customization” Perplexity Sonar · negative prompt · hard negative
“Microsoft stopped selling it to new customers on May 1, 2025... Microsoft calls it a legacy solution.” GPT-6 Luna · negative prompt · hard negative
“Don't start a new project on Azure AD B2C — you'd be investing in a dead-end platform.” DeepSeek V4 Flash · negative prompt · hard negative
“Need a quick, managed CIAM with a generous free allowance and Microsoft stack: Microsoft Entra External ID – free first 50,000 MAU.” Muse Glimmer 30B · budget prompt · first choice
“the best overall fit is usually Microsoft Entra External ID ... free tier for the first 50,000 monthly active users” Perplexity Sonar · budget prompt · first choice
“If your company is already invested in the Microsoft ecosystem, Microsoft Entra External ID is also a strong contender.” Mistral Small · paraphrase prompt · alternative
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.