# Identity governance for enterprise buyers: what AI models recommend, September 2026

IT AI Recommendation Index, September 2026 Edition. Asked as "identity governance platform" and as "identity governance and administration tool", six framings each, to twelve models with search on, on behalf of an enterprise B2B company. Page: https://it-ai-index.com/identity/identity-governance/enterprise/

**Standing:** SailPoint leads with 29% of first choices; verdict contested. 45 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | SailPoint | 29% | 37% | 35 |
| 2 | SailPoint Identity Security Cloud | 24% | 6% | 18 |
| 3 | Microsoft Entra ID Governance | 18% | 18% | 40 |
| 4 | Saviynt Enterprise Identity Cloud | 9% | 23% | 53 |
| 5 | Omada Identity | 2% | 4% | 23 |
| 6 | One Identity Manager | 0% | 4% | 25 |
| 7 | Okta Identity Governance | 0% | 32% | 40 |
| 8 | Okta | 0% | 10% | 10 |
| 9 | Oracle Identity Governance | 0% | 45% | 11 |

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

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: SailPoint Identity Security Cloud; alternatives Microsoft Entra ID Governance, Oracle Identity Governance
- Gemini 3.5 Flash: SailPoint, Saviynt Enterprise Identity Cloud; alternatives ConductorOne, EmpowerID, Lumos, Microsoft Entra ID Governance
- Perplexity Sonar: SailPoint Identity Security Cloud; alternatives One Identity Manager, WorkOS
- Grok 4.1 Fast: SailPoint Identity Security Cloud, Saviynt Enterprise Identity Cloud; alternatives Microsoft Entra ID Governance, Okta Identity Governance
- Mistral Small: SailPoint Identity Security Cloud, Saviynt Enterprise Identity Cloud; alternatives Okta Identity Governance, Omada Identity
- DeepSeek V4 Flash: SailPoint; alternatives Saviynt Enterprise Identity Cloud
- Llama 4 Maverick: SSOJet; alternatives Identity Manager, SAP Access Control, WorkOS
- Qwen 3.7 Flash: SailPoint; alternatives Microsoft Entra ID, Ping Identity, Saviynt Enterprise Identity Cloud
- Kimi K2: SailPoint; alternatives Omada Identity, Saviynt Enterprise Identity Cloud
- GLM 4.7 FlashX: SailPoint; alternatives Microsoft Entra ID Governance, Okta Identity Governance, One Identity Manager, Saviynt Enterprise Identity Cloud
- MiniMax M2.5: Microsoft Entra ID, SailPoint

## 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:

- gartner.com: 38 answers, 49 citations
- oneidentity.com: 30 answers, 38 citations
- zluri.com: 30 answers, 38 citations
- aimultiple.com: 30 answers, 30 citations
- idenhq.com: 27 answers, 41 citations
- startwithidentity.com: 21 answers, 26 citations
- securityboulevard.com: 21 answers, 23 citations
- checkthat.ai: 18 answers, 19 citations

Pages named in the most answers:

- https://gartner.com/reviews/market/identity-governance-administration (37 answers)
- https://aimultiple.com/iga-solutions (30 answers)
- https://oneidentity.com/learn/top-5-identity-governance-and-administration-tools-in-2025.aspx (28 answers)
- https://checkthat.ai/answers/best-identity-and-access-governance-solutions (17 answers)
- https://expertinsights.com/identity-and-access-management/top-identity-governance-and-administration-solutions (15 answers)
- https://securityboulevard.com/2025/12/top-12-identity-and-access-management-platforms (15 answers)
- https://solutionsreview.com/identity-management/the-best-identity-governance-tools-and-vendors-2 (15 answers)
- https://zluri.com/blog/identity-governance-and-administration-tools (15 answers)
- https://cipherssecurity.com/best-identity-governance-platform-2026 (13 answers)
- https://uinat.com/rankings/top-identity-governance-platforms-2026 (13 answers)

## Warned against

- SailPoint: 13 of 35 labels negative. "Avoid or be extremely cautious with legacy IGA platforms... SailPoint is notorious for difficult implementations, slow maturity timelines, and high costs." (Mistral Small, negative prompt)
- Saviynt Enterprise Identity Cloud: 12 of 53 labels negative. "Users report complex implementations, performance issues (lag, slow response times), and significant integration challenges with legacy systems." (Mistral Small, negative prompt)
- Okta Identity Governance: 13 of 40 labels negative. ""Light IGA" from Identity Providers — Okta, Microsoft Entra, and similar vendors offer governance features, but these are not full IGA solutions" (Kimi K2, negative prompt)
- Microsoft Entra ID Governance: 7 of 40 labels negative. "good for Microsoft-centric environments, but Microsoft's own docs show service limits ... often best when your estate is heavily Microsoft-aligned rather than very heterogeneous" (GPT-5.4 mini, negative prompt)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.