# Identity governance for small business buyers: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "identity governance platform" and as "identity governance and administration tool", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/it/identity/identity-governance/2026-10/smb

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/identity/identity-governance/smb/index.md

**Standing:** Microsoft Entra ID Governance leads with 18% of first choices; verdict contested. 66 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Microsoft Entra ID Governance](https://www.gane.ai/index/it/vendors/microsoft-entra-id-governance/index.md) | 18% | 5% | 38 |
| 2 | [JumpCloud](https://www.gane.ai/index/it/vendors/jumpcloud/index.md) | 15% | 0% | 38 |
| 3 | [Okta Identity Governance](https://www.gane.ai/index/it/vendors/okta-identity-governance/index.md) | 11% | 20% | 50 |
| 4 | [Microsoft Entra ID](https://www.gane.ai/index/it/vendors/microsoft-entra-id/index.md) | 11% | 0% | 26 |
| 5 | [Lumos](https://www.gane.ai/index/it/vendors/lumos/index.md) | 8% | 4% | 26 |
| 6 | [ConductorOne](https://www.gane.ai/index/it/vendors/conductorone/index.md) | 5% | 0% | 18 |
| 11 | [SailPoint Identity Security Cloud](https://www.gane.ai/index/it/vendors/sailpoint-identity-security-cloud/index.md) | 3% | 83% | 52 |
| 82 | [Omada Identity](https://www.gane.ai/index/it/vendors/omada-identity/index.md) | 0% | 53% | 15 |
| 85 | [Oracle Identity Governance](https://www.gane.ai/index/it/vendors/oracle-identity-governance/index.md) | 0% | 100% | 11 |
| 86 | [One Identity Manager](https://www.gane.ai/index/it/vendors/one-identity-manager/index.md) | 0% | 88% | 26 |
| 87 | [Saviynt Enterprise Identity Cloud](https://www.gane.ai/index/it/vendors/saviynt-enterprise-identity-cloud/index.md) | 0% | 94% | 35 |

Rank is by share of first choices among all 87 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: JumpCloud, SSOJet; alternatives Okta Identity Governance, Torii
- GPT-5.4 mini: Microsoft Entra ID Governance; alternatives Avatier Identity Anywhere, JumpCloud
- Gemini 3.5 Flash: AccessOwl; alternatives ConductorOne, Lumos, Microsoft Entra ID Governance
- Perplexity Sonar: Lumos; alternatives ConductorOne, Microsoft Entra ID Governance
- Grok 4.20: Microsoft Entra ID Governance; alternatives Okta Identity Governance, Tools4ever HelloID, tenfold
- Mistral Small: SSOJet, SailPoint Identity Security Cloud; alternatives Microsoft Entra ID, Okta Identity Governance
- DeepSeek V4 Flash: Avatier Identity Anywhere; alternatives Okta Identity Governance, Tools4ever HelloID
- Llama 4 Maverick: SSOJet; alternatives Identity Security Cloud, SailPoint Identity Security Cloud
- Qwen 3.7 Flash: ConductorOne, Lumos; alternatives Microsoft Entra ID Governance, Okta Workforce Identity
- Kimi K2: JumpCloud; alternatives Microsoft Entra ID, OneLogin
- GLM 4.7 FlashX: Microsoft Entra ID Governance; alternatives Avatier Identity Anywhere, JumpCloud Directory Platform, Lumos, Omada Identity
- MiniMax M2.5: Microsoft Entra ID, Okta Identity Governance; alternatives OneLogin, Tools4ever HelloID
- GPT-6 Luna: Microsoft Entra ID Governance, Zluri; alternatives Okta Identity Governance
- Muse Glimmer 30B: Microsoft Entra ID; alternatives JumpCloud, Okta Workforce Identity, OneLogin

## Sources the answers cite

78 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- cybersecuritynews.com: 36 answers, 65 citations
- lumos.com: 36 answers, 49 citations
- startwithidentity.com: 35 answers, 50 citations
- corma.io: 31 answers, 33 citations
- zipdo.co: 29 answers, 30 citations
- almcorp.com: 26 answers, 26 citations
- cyberpress.org: 24 answers, 32 citations
- expertinsights.com: 23 answers, 23 citations

Pages named in the most answers:

- https://zipdo.co/best/identity-governance-and-administration-software (28 answers)
- https://almcorp.com/blog/best-identity-and-access-management-tools (26 answers)
- https://expertinsights.com/identity-and-access-management/top-identity-governance-and-administration-solutions (23 answers)
- https://lumos.com/identity-matters/identity-access-management/best-identity-and-access-management-tools (20 answers)
- https://startwithidentity.com/rankings (20 answers)
- https://cybersecuritynews.com/best-iga-tools (19 answers)
- https://corma.io/blog/top-10-iam-solutions-for-smbs-and-mid-size-companies-2026 (18 answers)
- https://aimultiple.com/iga-solutions (17 answers)
- https://cybersecuritynews.com/best-iam-solutions/amp (17 answers)
- https://cyberpress.org/iga-by-business-size-2 (16 answers)

## Warned against

- Saviynt Enterprise Identity Cloud: 33 of 35 labels negative. "Why Avoid: Saviynt positions itself as a modern, converged platform, but in practice, it often demands extensive customization" (Qwen 3.7 Flash, negative prompt)
- One Identity Manager: 23 of 26 labels negative. "avoid or proceed with extreme caution with the classic enterprise IGA suites (SailPoint, Saviynt, One Identity, Omada, and similar platforms)" (GLM 4.7 FlashX, negative prompt)
- SailPoint Identity Security Cloud: 43 of 52 labels negative. "What I'd skip for a small B2B business - SailPoint (IdentityNow/IdentitySecurity Cloud) – enterprise-grade, complex... often $75k+/year minimum." (DeepSeek V4 Flash, paraphrase prompt)
- Oracle Identity Governance: 11 of 11 labels negative. "Legacy on‑prem IGA suites ... Oracle Identity Governance (OIG) ... Require substantial hardware, complex installation, and dedicated admin teams." (MiniMax M2.5, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
New leader: AccessOwl (25%) to JumpCloud (17%). Margin 12 points, beyond the floor.

- AccessOwl: 25% to 5%, −20. Cleared the floor by 9 points · rank 1 → 7 of 82.
- Iden: 12% to 2%, −10. Inside the floor by 1 point · rank 3 → 15 of 82.
- Microsoft Entra ID Governance: 7% to 14%, +7. Inside the floor by 4 points · rank 5 → 2 of 82.
- Okta Identity Governance: 5% to 12%, +7. Inside the floor by 4 points · rank 7 → 3 of 82.
- tenfold: 7% to 0%, −7. Inside the floor by 4 points · rank 6 → 21 of 82.
- Microsoft Entra ID: 5% to 9%, +4. Inside the floor by 7 points · rank 8 → 5 of 82.
- ConductorOne: 2% to 5%, +3. Inside the floor by 8 points · rank 10 → 6 of 82.
- SailPoint Identity Security Cloud: 0% to 3%, +3. Inside the floor by 8 points · rank 74 → 10 of 82.
- JumpCloud: 15% to 17%, +2. Inside the floor by 9 points · rank 2 → 1 of 82.
- Lumos: 7% to 9%, +2. Inside the floor by 9 points · rank 4 of 82, unchanged.
- Omada Identity: 2% to 0%, −2. Inside the floor by 9 points · rank 17 → 78 of 82.
- Zluri: 3% to 2%, −1. Inside the floor by 10 points · rank 9 → 11 of 82.

## Record

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