# Frontegg: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 34 judge labels across 2 categories by 13 of 14 models. Page: https://www.gane.ai/index/it/vendors/frontegg

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Customer identity and access management](https://www.gane.ai/index/it/identity/customer-identity-and-access-management/index.md) | 8% | 3 | 0% | 32 |
| [Multi-factor authentication](https://www.gane.ai/index/it/identity/multi-factor-authentication/index.md) | 0% | 46 | 0% | 2 |

## What the models said for it

- "For most mid-market B2B SaaS companies today: Start with Frontegg if you want to ship a complete customer experience" (Qwen 3.7 Flash, CIAM)
- "My top pick for most mid-market B2B companies is Frontegg" (DeepSeek V4 Flash, CIAM)
- "the strongest default recommendation is Frontegg" (Perplexity Sonar, CIAM)
- "Primary Choice: Frontegg" (Kimi K2, CIAM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 3 | 0 | 0 | 3 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 1 | 2 | 1 | 0 | 4 |
| Grok 4.20 | 0 | 2 | 1 | 0 | 3 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 2 | 0 | 0 | 3 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 0 | 1 | 0 | 2 |
| Kimi K2 | 1 | 2 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 2 | 0 | 4 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Frontegg, from 83 of the 84 answers that named it (only the models that return a source list).

### Domains cited

- securityboulevard.com: 49
- g2.com: 37
- startwithidentity.com: 32
- startupstash.com: 30
- ibtimes.com: 25
- cybersecuritynews.com: 24
- softwareadvice.com: 24
- expertinsights.com: 23
- kinde.com: 21
- ssojet.com: 21

### Pages cited

- https://ibtimes.com/top-5-best-customer-identity-access-management-ciam-solutions-2026-3800878: 25
- https://cybersecuritynews.com/best-ciam-solutions: 23
- https://softwareadvice.com/ciam: 22
- https://startupstash.com/customer-identity-and-access-management-ciam-tools: 20
- https://securityboulevard.com/2026/08/top-5-enterprise-ciam-platforms-in-2026-in-depth-comparison: 18
- https://startwithidentity.com/rankings: 18
- https://expertinsights.com/identity-and-access-management/top-customer-identity-and-access-management-ciam-solutions: 17
- https://capterra.com/ciam-software: 16

## In its own words

What Frontegg's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: The Identity Layer for Every SaaS Entry Point (https://frontegg.com/)
- For: B2B SaaS (https://frontegg.com/)
- Price stated: Pay as you go; Enterprise (https://frontegg.com/pricing)
- Starting price: $0/month (https://frontegg.com/pricing)
- Free plan or trial: Start for free; no credit card required (https://frontegg.com/)
- Certifications: GDPR, HIPAA
- Customers named: Insight Health, Toffu.AI, Plume Health, Opstream, Hint Health, Slope Software, Loris, InStage

## What it publishes

Every page frontegg.com exposes, read 2026-09-29: 993 addresses. By kind, pages and the last 90 days:

- blog: 208 pages, 0 in the last 90 days, latest 2025-12-12
- case study: 5 pages, 0 in the last 90 days, latest 2022-12-12
- conference or event: 1 pages, 0 in the last 90 days, latest 2023-02-01
- report or ebook: 290 pages, 2 in the last 90 days, latest 2026-09-23
- comparison: 21 pages, 0 in the last 90 days, latest 2025-09-09
- template or tool: 3 pages, 0 in the last 90 days, latest 2026-03-08
- glossary or explainer: 19 pages, 0 in the last 90 days, latest 2025-11-20
- news or press: 3 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-23 report or ebook: Gradual ciam migration https://frontegg.com/guides/gradual-ciam-migration
- Recent: 2026-08-23 report or ebook: Account hierarchy https://frontegg.com/guides/account-hierarchy
- Recent: 2026-03-08 template or tool: About tools https://developers.frontegg.com/agen-for-saas/tools/about-tools
- Recent: 2026-03-08 template or tool: Managing tools https://developers.frontegg.com/agen-for-saas/tools/managing-tools
- Recent: 2025-12-12 blog: Vue authentication https://frontegg.com/blog/vue-authentication
- Recent: 2025-12-05 blog: Ai agent governance starts with guardrails https://frontegg.com/blog/ai-agent-governance-starts-with-guardrails

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.