# Identity governance for small business 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 a small B2B company. Page: https://it-ai-index.com/identity/identity-governance/smb/

**Standing:** AccessOwl leads with 25% of first choices; verdict contested. 59 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | AccessOwl | 25% | 0% | 38 |
| 2 | JumpCloud | 15% | 4% | 26 |
| 3 | Iden | 12% | 0% | 17 |
| 4 | Lumos | 7% | 7% | 30 |
| 5 | Microsoft Entra ID Governance | 7% | 12% | 24 |
| 6 | tenfold | 7% | 8% | 13 |
| 7 | Okta Identity Governance | 5% | 30% | 33 |
| 8 | Microsoft Entra ID | 5% | 15% | 13 |
| 9 | Zluri | 3% | 0% | 11 |
| 10 | ConductorOne | 2% | 27% | 15 |
| 11 | Okta | 0% | 33% | 12 |
| 12 | One Identity Manager | 0% | 79% | 19 |

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

- Claude Haiku 4.5: Microsoft Entra ID; alternatives Corma, Lumos, Okta Identity Governance, Torii
- GPT-5.4 mini: Lumos, Okta Identity Governance; alternatives ManageEngine AD360 / ADManager Plus, Netwrix Directory Manager
- Gemini 3.5 Flash: AccessOwl; alternatives ConductorOne, Lumos, Multiplier
- Perplexity Sonar: Iden; alternatives Okta Identity Governance
- Grok 4.1 Fast: JumpCloud; alternatives AccessOwl, Microsoft Entra ID Governance
- Mistral Small: AccessOwl; alternatives Okta Identity Governance
- DeepSeek V4 Flash: AccessOwl, JumpCloud; alternatives Lumos, Microsoft Entra ID Governance, Zluri
- Llama 4 Maverick: Lumos; alternatives WorkOS
- Qwen 3.7 Flash: BetterCloud, Zluri; alternatives Rippling, Tremore
- Kimi K2: JumpCloud, Microsoft Entra ID; alternatives Cisco Duo, Google Cloud Identity, LoginRadius, SSOJet
- GLM 4.7 FlashX: Iden; alternatives AccessOwl, Microsoft Entra ID Governance, Okta Identity Governance
- MiniMax M2.5: JumpCloud, Okta Identity Governance; alternatives AccessOwl, Microsoft Entra ID, SSOJet

## Sources the answers cite

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

- accessowl.com: 41 answers, 63 citations
- corma.io: 38 answers, 49 citations
- gartner.com: 30 answers, 34 citations
- idenhq.com: 28 answers, 47 citations
- lumos.com: 28 answers, 42 citations
- expertinsights.com: 26 answers, 26 citations
- solutionsreview.com: 23 answers, 24 citations
- zluri.com: 22 answers, 36 citations

Pages named in the most answers:

- https://accessowl.com/blog/buyers-guide-for-iga-tools-by-team-size (41 answers)
- https://gartner.com/reviews/market/identity-governance-administration (29 answers)
- https://corma.io/blog/best-iga-solutions-for-mid-market-companies (24 answers)
- https://corma.io/blog/top-10-iam-solutions-for-smbs-and-mid-size-companies-2026 (21 answers)
- https://solutionsreview.com/identity-management/the-best-identity-governance-tools-and-vendors-2 (21 answers)
- https://expertinsights.com/identity-and-access-management/top-identity-governance-and-administration-solutions (20 answers)
- https://idenhq.com/en/blog/identity-governance-and-administration-complete (19 answers)
- https://oneidentity.com/learn/top-5-identity-governance-and-administration-tools-in-2025.aspx (19 answers)
- https://aimultiple.com/iga-solutions (18 answers)
- https://idenhq.com/en/blog/12-best-iga-vendors-in-2026-complete-comparison (18 answers)

## Warned against

- Saviynt Enterprise Identity Cloud: 39 of 39 labels negative. "most enterprise identity governance platforms (SailPoint, Saviynt, etc.) ... At your size, buying one would be a mistake." (DeepSeek V4 Flash, scale prompt)
- SailPoint: 38 of 45 labels negative. "most enterprise identity governance platforms (SailPoint, Saviynt, etc.) are built for 500+ identity environments... At your size, buying one would be a mistake." (DeepSeek V4 Flash, scale prompt)
- One Identity Manager: 15 of 19 labels negative. "avoid or heavily vet the classic enterprise suites (SailPoint, Saviynt, One Identity, Omada)" (DeepSeek V4 Flash, negative prompt)
- Oracle Identity Governance: 7 of 7 labels negative. "over-engineered for small businesses ... high costs, complexity, and deployment times that are not practical" (Mistral Small, 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.