Zero of fourteen models named FusionAuth first on the direct prompt; zero named Clerk. FusionAuth was named by eight of the fourteen models and Clerk by ten and FusionAuth carries 14 labels and Clerk 23, so the shares are not directly comparable.
Named in two categories this edition.
Named in two 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 November 2026 Edition, FusionAuth and Clerk were named in the same answer seventeen times, of the 52 answers naming FusionAuth and the 84 naming Clerk. In those answers Clerk took the first choice seven times and FusionAuth two.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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 four in this category shown.
“For the most budget-conscious approach, FusionAuth and Keycloak stand out because they offer free self-hosted options with no per-user fees.” Claude Haiku 4.5 · budget prompt · first choice
“For most companies with a limited budget, I'd recommend starting with FusionAuth's free Community Edition” DeepSeek V4 Flash · budget prompt · first choice
“Best balance of cost + features: FusionAuth” GPT-5.4 mini · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Clerk's own postmortems show that outages in one service can cascade into session-management downtime, and Clerk notes its session service incidents can cause "complete downtime" for customers.” GPT-5.4 mini · negative prompt · soft negative
“Clerk or similar developer-first tools as your only enterprise CIAM. Be cautious if you need mature consent management” Perplexity Sonar · negative prompt · soft negative
“Modern developer-first options with good UX, but verify their long-term viability and security maturity” DeepSeek V4 Flash · negative prompt · soft negative
“Clerk has become the go-to recommendation for modern startups building web apps” Qwen 3.7 Flash · budget prompt · first choice
“Best Overall Value: Clerk” Kimi K2 · budget prompt · first choice
“Developer‑centric teams building modern consumer apps favor Auth0, Clerk, Supabase Auth, Firebase Auth, Descope, Frontegg” GLM 4.7 FlashX · comparative 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.