Frontegg vs LoginRadius
Five of fourteen models named Frontegg first on the direct prompt; four named LoginRadius. Frontegg was named by twelve of the fourteen models and LoginRadius by ten and Frontegg carries 30 labels and LoginRadius 22, 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.
By framing
FronteggFirst choices, of fourteen modelsLoginRadius
Across every category in the October 2026 Edition, Frontegg and LoginRadius were named in the same answer twenty-two times, of the 97 answers naming Frontegg and the 50 naming LoginRadius. In those answers LoginRadius took the first choice three times and Frontegg four.
Every model, every framing
| 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 | | | | |
Frontegg LoginRadius first choice named as an alternative argued againstblank: not namedEach cell is one answer, Frontegg on the left and LoginRadius on the right.The direct prompt
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Frontegg first, LoginRadius not the choice
4 of 14 modelsLoginRadius was named in the answer but not as the choice, or not at all.LoginRadius first, Frontegg an alternative
3 of 14 modelsFrontegg was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Frontegg19%#2 of 14LoginRadius0%#12 of 14Frontegg21%#1 of 14LoginRadius12%#4 of 14What the models said about Frontegg
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
What the models said about LoginRadius
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Organizations give up some features and control ... there aren't many connectors for third-party fraud prevention features” Claude Haiku 4.5 · negative prompt · soft negative
“Prioritize platforms with strong mid-market fit like LoginRadius (simplicity) or FusionAuth (cost-effective self-hosting).” Grok 4.1 Fast · scale prompt · first choice
“LoginRadius is the managed-simplicity pick for mid-market teams that want CIAM without heavy engineering.” Muse Glimmer 30B · direct prompt · first choice
“LoginRadius is frequently highlighted as the best customer identity platform for mid-market B2B companies” Mistral Small · 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.