Five of fourteen models named Frontegg first on the direct prompt; one named WorkOS. Frontegg was named by twelve of the fourteen models and WorkOS by twelve and Frontegg carries 30 labels and WorkOS 19, so the shares are not directly comparable.
Named in two categories this edition.
Named in four categories 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 WorkOS were named in the same answer fifty-seven times, of the 97 answers naming Frontegg and the 99 naming WorkOS. In those answers WorkOS took the first choice seven times and Frontegg seventeen.
| 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. Two of two in this category shown.
“I'd recommend WorkOS if your priority is getting B2B-specific identity features like SSO and enterprise readiness quickly” Perplexity Sonar · paraphrase prompt · first choice
“Best Overall for Developer-First Enterprise Readiness” Gemini 3.5 Flash · direct prompt · first choice
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.