# Oracle Identity Governance: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 23 judge labels across 3 categories by 11 of 14 models. Page: https://www.gane.ai/index/it/vendors/oracle-identity-governance

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Identity governance](https://www.gane.ai/index/it/identity/identity-governance/index.md) | 0% | 98 | 80% | 15 |
| [Workforce identity and SSO](https://www.gane.ai/index/it/identity/workforce-identity-and-sso/index.md) | 0% | 45 | 43% | 7 |
| [Non-human identity management](https://www.gane.ai/index/it/identity/non-human-identity-management/index.md) | 0% | 105 | 0% | 1 |

## What the models said for it

- "Need governance in an Oracle-centric environment → Oracle Identity Governance." (GPT-5.4 mini, Workforce identity)
- "Enterprise-grade scalability, strong in ERP/Oracle ecosystem integrations" (Grok 4.20, IGA)
- "Best for Oracle-centric enterprises" (GPT-5.4 mini, IGA)

## And against it

- "Criticized for performance issues and complexity, with a notable negative sentiment among users and analysts" (Mistral Small, IGA)
- "Alternatives to avoid on a tight budget: SailPoint, Saviynt, Oracle, or IBM" (Grok 4.20, IGA)
- "Avoid older on-prem solutions (e.g., legacy IBM, Oracle, or custom scripts)" (Grok 4.20, IGA)
- "avoid on-prem-heavy legacy tools like older Oracle/IBM unless required" (Grok 4.20, IGA)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Oracle Identity Governance, from 65 of the 74 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 31
- corma.io: 25
- expertinsights.com: 21
- gane.ai/index: 19
- startwithidentity.com: 18
- idenhq.com: 15
- ciopages.com: 13
- c1.ai: 12
- microsoft.com: 12
- peerspot.com: 12

### Pages cited

- https://corma.io/blog/top-10-iam-solutions-for-smbs-and-mid-size-companies-2026: 25
- https://g2.com/categories/identity-governance-and-administration-iga: 20
- https://expertinsights.com/identity-and-access-management/top-identity-governance-and-administration-solutions: 19
- https://ciopages.com/buyer-guides/identity-governance-administration: 12
- https://www.gane.ai/index/it/identity/identity-governance/smb: 11
- https://c1.ai/guides/iga-solutions: 10
- https://accessowl.com/blog/buyers-guide-for-iga-tools-by-team-size: 9
- https://aimultiple.com/iga-solutions: 8

## In its own words

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

- Positioning: one of the products of the Oracle Identity Governance Suite (https://learn.oracle.com/ols/course/oracle-identity-governance-12c-essentials/38560/67772)
- For: All Users (https://learn.oracle.com/ols/course/oracle-identity-governance-12c-essentials/38560/67772)

## 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.