# PingFederate: how AI models rank it, November 2026

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

## 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) | 0% | 71 | 100% | 1 |
| [Identity governance](https://www.gane.ai/index/it/identity/identity-governance/index.md) | 0% | 93 | 100% | 1 |

## And against it

- "⚠️ Pushed toward EOL | Ping is pushing customers to PingOne cloud" (Kimi K2, IGA)
- "19 directly impacting identity products themselves, including flaws in PingFederate, Auth0, and HashiCorp Vault" (Claude Haiku 4.5, CIAM)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named PingFederate, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- credentialgovernance.avatier.com: 2
- omadaidentity.com: 2
- pathlock.com: 2
- pingidentity.com: 2
- securityboulevard.com: 2
- aimultiple.com: 1
- askmeidentity.com: 1
- avatier.com: 1
- beri.net: 1
- c1.ai: 1

### Pages cited

- https://aimultiple.com/iga-solutions: 1
- https://askmeidentity.com/resources/rfp-templates: 1
- https://avatier.com/blog/identity-management-biggest-breaches: 1
- https://beri.net/article/okta-vs-entra-agent-id-vs-sailpoint-agent-identity-2026: 1
- https://c1.ai/guides/iga-solutions: 1
- https://ciopages.com/buyer-guides/identity-governance-administration: 1
- https://cloudsecurityalliance.org/blog/2025/09/19/identity-security-cloud-s-weakest-link-in-2025: 1
- https://cohash.com/case-studies/legacy-iga-to-sailpoint-or-saviynt: 1

## 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.