# Ping Identity: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 94 judge labels across 5 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/ping-identity

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Workforce identity and SSO](https://www.gane.ai/index/it/identity/workforce-identity-and-sso/index.md) | 0% | 8 | 31% | 39 |
| [Customer identity and access management](https://www.gane.ai/index/it/identity/customer-identity-and-access-management/index.md) | 0% | 19 | 17% | 36 |
| [Multi-factor authentication](https://www.gane.ai/index/it/identity/multi-factor-authentication/index.md) | 0% | 13 | 8% | 12 |
| [Non-human identity management](https://www.gane.ai/index/it/identity/non-human-identity-management/index.md) | 0% | 118 | 40% | 5 |
| [Identity threat detection and response](https://www.gane.ai/index/it/identity/identity-threat-detection-and-response/index.md) | 0% | 70 | 0% | 2 |

## What the models said for it

- "Solutions like Ping Identity often score higher for modern CIAM features, fraud prevention, and relationship modeling." (Grok 4.20, CIAM)
- "PingID offers mobile app, software token, mobile push, WebAuthn, biometric, SMS notification, voice notification, email notification" (Claude Haiku 4.5, MFA)
- "Choose Ping Identity if you have heavy compliance requirements, complex on-premises legacy software, or multi-cloud security needs." (Gemini 3.5 Flash, Workforce identity)
- "positions itself as the better fit for large enterprises that need deep, configurable identity across complex hybrid environments" (MiniMax M2.5, CIAM)

## And against it

- "Avoid overkill enterprise tools like Okta's full suite or Ping Identity, which start higher." (Grok 4.20, CIAM)
- "Caution here is less about the brand name and more about version age, patching cadence, and the integration complexity during the ForgeRock → Ping Identity consolidation." (Muse Glimmer 30B, CIAM)
- "Enterprise Platforms (e.g., Okta, Microsoft Entra ID, Ping): Deep features, complex pricing, potentially heavy admin overhead." (Kimi K2, Workforce identity)
- "Unlike Okta or Ping Identity—which require separate, expensive subscriptions for device management and directory services" (Gemini 3.5 Flash, Workforce identity)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 1 | 4 |
| GPT-5.4 mini | 0 | 5 | 2 | 1 | 8 |
| Gemini 3.5 Flash | 0 | 4 | 0 | 2 | 6 |
| Perplexity Sonar | 0 | 3 | 0 | 2 | 5 |
| Grok 4.20 | 1 | 7 | 2 | 5 | 15 |
| Mistral Small | 0 | 4 | 5 | 1 | 10 |
| DeepSeek V4 Flash | 0 | 5 | 1 | 2 | 8 |
| Llama 4 Maverick | 0 | 2 | 2 | 0 | 4 |
| Qwen 3.7 Flash | 0 | 3 | 1 | 3 | 7 |
| Kimi K2 | 0 | 4 | 1 | 1 | 6 |
| GLM 4.7 FlashX | 0 | 4 | 2 | 0 | 6 |
| MiniMax M2.5 | 0 | 3 | 1 | 1 | 5 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 3 | 3 | 2 | 8 |

## Sources returned with these answers

The sites and pages cited by the answers that named Ping Identity, from 264 of the 306 answers that named it (only the models that return a source list).

### Domains cited

- securityboulevard.com: 114
- startwithidentity.com: 109
- okta.com: 84
- pingidentity.com: 76 (its own site)
- g2.com: 67
- microsoft.com: 45
- expertinsights.com: 44
- idsync.com: 43
- ssojet.com: 41
- onelogin.com: 40

### Pages cited

- https://startwithidentity.com/rankings: 48
- https://securityboulevard.com/2026/08/top-5-enterprise-ciam-platforms-in-2026-in-depth-comparison: 39
- https://cybersecuritynews.com/best-ciam-solutions: 28
- https://corma.io/blog/top-10-iam-solutions-for-smbs-and-mid-size-companies-2026: 25
- https://techrepublic.com/article/best-multi-factor-authentication-solutions: 23
- https://okta.com/pricing: 22
- https://startupstash.com/customer-identity-and-access-management-ciam-tools: 22
- https://ibtimes.com/top-5-best-customer-identity-access-management-ciam-solutions-2026-3800878: 21

## In its own words

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

- Positioning: Ping Identity and Google Cloud partnership helps enable zero trust for the modern enterprise. (https://hub.pingidentity.com/briefs/4072-ping-google-cloud)
- For: modern enterprise (https://hub.pingidentity.com/partners/4072-ping-google-cloud)

## 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.