Zero of fourteen models named FusionAuth first on the direct prompt; zero named Firebase Authentication. FusionAuth was named by eight of the fourteen models and Firebase Authentication by nine and FusionAuth carries 14 labels and Firebase Authentication 12, 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.
| 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.
“you are likely beyond basic "build-it-yourself" or lightweight authentication (like basic Firebase/Cognito setups)” Gemini 3.5 Flash · scale prompt · soft negative
“Firebase lacks native support for multi-tenancy, tenant-level branding, enterprise SAML/OIDC” Gemini 3.5 Flash · negative prompt · soft negative
“Firebase Authentication for governance-heavy environments. Treat it cautiously” Perplexity Sonar · negative prompt · soft negative
“Supabase Auth or Firebase | Up to 50k free MAUs and pennies per thousand users afterward.” Gemini 3.5 Flash · budget prompt · first choice
“Need maximum free MAUs for a hosted SaaS: WorkOS User Management or Firebase Authentication.” Muse Glimmer 30B · budget prompt · first choice
“Choose Firebase Auth if you are building a mobile app or MVP on Google Cloud” Gemini 3.5 Flash · 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.