# Workforce identity and SSO for enterprise buyers: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "workforce identity platform" and as "single sign-on and identity provider for employees", six framings each, to twelve models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/it/identity/workforce-identity-and-sso/2026-09/enterprise

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/identity/workforce-identity-and-sso/enterprise/index.md

**Standing:** Okta Workforce Identity leads with 53% of first choices; verdict clear leader. 53 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Okta Workforce Identity](https://www.gane.ai/index/it/vendors/okta-workforce-identity/index.md) | 53% | 16% | 70 |
| 2 | [Microsoft Entra ID](https://www.gane.ai/index/it/vendors/microsoft-entra-id/index.md) | 47% | 9% | 67 |
| 3 | [Ping Identity](https://www.gane.ai/index/it/vendors/ping-identity/index.md) | 0% | 16% | 62 |
| 4 | [CyberArk Identity](https://www.gane.ai/index/it/vendors/cyberark-identity/index.md) | 0% | 5% | 22 |
| 5 | [SailPoint Identity Security Cloud](https://www.gane.ai/index/it/vendors/sailpoint-identity-security-cloud/index.md) | 0% | 14% | 14 |
| 6 | [IBM Verify](https://www.gane.ai/index/it/vendors/ibm-verify/index.md) | 0% | 22% | 18 |
| 7 | [ForgeRock Identity Platform](https://www.gane.ai/index/it/vendors/forgerock-identity-platform/index.md) | 0% | 25% | 16 |
| 35 | [JumpCloud](https://www.gane.ai/index/it/vendors/jumpcloud/index.md) | 0% | 43% | 14 |
| 47 | [OneLogin](https://www.gane.ai/index/it/vendors/onelogin/index.md) | 0% | 50% | 14 |

Rank is by share of first choices among all 48 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Microsoft Entra ID, Okta Workforce Identity; alternatives Okta Identity Governance
- GPT-5.4 mini: Okta Workforce Identity; alternatives Microsoft Entra ID
- Gemini 3.5 Flash: Okta Workforce Identity; alternatives Auth0, Microsoft Entra ID, Ping Identity, PropelAuth
- Perplexity Sonar: Okta Workforce Identity; alternatives Microsoft Entra ID, Ping Identity
- Grok 4.20: Microsoft Entra ID, Okta Workforce Identity; alternatives Ping Identity
- Mistral Small: Okta Workforce Identity; alternatives Frontegg, Microsoft Entra ID, Ping Identity, SSOJet
- DeepSeek V4 Flash: Okta Workforce Identity; alternatives CyberArk Identity, JumpCloud, Microsoft Entra ID, Ping Identity
- Llama 4 Maverick: Okta Workforce Identity; alternatives CyberArk Identity, ForgeRock Identity Platform, IBM Verify, Microsoft Entra ID
- Qwen 3.7 Flash: Microsoft Entra ID, Okta Workforce Identity; alternatives Ping Identity
- Kimi K2: Okta Workforce Identity; alternatives Microsoft Entra ID, Ping Identity
- GLM 4.7 FlashX: Okta Workforce Identity; alternatives JumpCloud, Microsoft Entra ID, OneLogin, Ping Identity
- MiniMax M2.5: Okta Workforce Identity; alternatives CyberArk Identity, Microsoft Entra ID, Ping Identity

## Sources the answers cite

66 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- startwithidentity.com: 47 answers, 97 citations
- securityboulevard.com: 34 answers, 50 citations
- okta.com: 30 answers, 38 citations
- siit.io: 24 answers, 27 citations
- ssojet.com: 20 answers, 33 citations
- decryptiondigest.com: 15 answers, 20 citations
- hideez.com: 14 answers, 15 citations
- cybersecurityessential.com: 14 answers, 14 citations

Pages named in the most answers:

- https://startwithidentity.com/articles/top-6-workforce-identity-platforms (29 answers)
- https://securityboulevard.com/2025/12/top-12-identity-and-access-management-platforms (26 answers)
- https://startwithidentity.com/rankings/best-iam-platforms (24 answers)
- https://siit.io/blog/best-iam-tools (16 answers)
- https://startwithidentity.com/articles/top-10-enterprise-iam-platforms-2026 (16 answers)
- https://cybersecurityessential.com/tools/iam-zero-trust/okta-entra-ping-zero-trust-iam (14 answers)
- https://hideez.com/blogs/news/identity-service-pricing-comparison (10 answers)
- https://decryptiondigest.com/blog/onelogin-vs-okta-vs-ping-identity-vs-entra-id (10 answers)
- https://forrester.com/blogs/announcing-the-forrester-wave-workforce-identity-platforms-q1-2024 (9 answers)
- https://guideflow.com/blog/identity-access-management-software (9 answers)

## Warned against

- Okta Workforce Identity: 11 of 70 labels negative. "Okta Workforce Identity (High Security Risk & Vendor Fatigue)... Caution is warranted if you lack the internal IAM team to harden it" (DeepSeek V4 Flash, negative prompt)
- Ping Identity: 10 of 62 labels negative. "You should be extremely cautious about organizations heavily reliant on Ping Identity and ForgeRock due to their recent merger" (GLM 4.7 FlashX, negative prompt)
- Microsoft Entra ID: 6 of 67 labels negative. "You should be cautious about choosing Microsoft Entra ID (formerly Azure AD) if your enterprise is not deeply invested in the Microsoft ecosystem." (GLM 4.7 FlashX, negative prompt)
- OneLogin: 7 of 14 labels negative. "Avoid OneLogin for the *primary* workforce identity provider if you require extensive governance and complex B2B trust relationships." (DeepSeek V4 Flash, negative prompt)

## Record

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