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

IT AI Recommendation 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 a small B2B company. Page: https://it-ai-index.com/identity/workforce-identity-and-sso/smb/

**Standing:** JumpCloud leads with 48% of first choices; verdict clear leader. 48 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | JumpCloud | 48% | 2% | 60 |
| 2 | Microsoft Entra ID | 35% | 6% | 64 |
| 3 | Okta | 6% | 44% | 41 |
| 4 | OneLogin | 2% | 6% | 36 |
| 5 | miniOrange | 2% | 5% | 20 |
| 6 | Okta Workforce Identity | 0% | 72% | 18 |
| 7 | Ping Identity | 0% | 75% | 16 |

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

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Microsoft Entra ID; alternatives JumpCloud, Okta
- Gemini 3.5 Flash: JumpCloud; alternatives Microsoft Entra ID, Okta, Rippling
- Perplexity Sonar: JumpCloud; alternatives Microsoft Entra ID
- Grok 4.1 Fast: JumpCloud; alternatives Microsoft Entra ID
- Mistral Small: JumpCloud; alternatives Microsoft Entra ID, Okta, miniOrange
- DeepSeek V4 Flash: JumpCloud, Microsoft Entra ID
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: JumpCloud; alternatives Microsoft Entra ID, Okta, OneLogin
- Kimi K2: JumpCloud; alternatives Microsoft Entra ID, OneLogin
- GLM 4.7 FlashX: JumpCloud; alternatives Microsoft Entra ID, Okta, OneLogin, miniOrange
- MiniMax M2.5: JumpCloud; alternatives Okta Workforce Identity, OneLogin, SSOJet

## Sources the answers cite

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

- startwithidentity.com: 50 answers, 131 citations
- corma.io: 26 answers, 29 citations
- siit.io: 23 answers, 32 citations
- techvendorindex.com: 18 answers, 18 citations
- securityboulevard.com: 16 answers, 20 citations
- okta.com: 16 answers, 17 citations
- jumpcloud.com: 14 answers, 21 citations
- mspcompared.com: 13 answers, 16 citations

Pages named in the most answers:

- https://startwithidentity.com/rankings/best-iam-for-smb (45 answers)
- https://startwithidentity.com/rankings/best-iam-platforms (32 answers)
- https://startwithidentity.com/articles/top-6-workforce-identity-platforms (26 answers)
- https://corma.io/blog/top-10-iam-solutions-for-smbs-and-mid-size-companies-2026 (22 answers)
- https://siit.io/blog/best-iam-tools (18 answers)
- https://techvendorindex.com/compare/best-iam-for-small-business (16 answers)
- https://securityboulevard.com/2025/12/top-12-identity-and-access-management-platforms (13 answers)
- https://tech-insider.org/microsoft-entra-id-vs-okta-vs-auth0-2026 (12 answers)
- https://guideflow.com/blog/identity-access-management-software (11 answers)
- https://frontegg.com/blog/top-sso-providers (10 answers)

## Warned against

- Okta: 18 of 41 labels negative. "Avoid Okta for tight budgets—it scales quickly in cost and is generally overkill for small businesses." (Kimi K2, budget prompt)
- Ping Identity: 12 of 16 labels negative. "Another enterprise-grade platform that's generally over-specced and over-priced for SMBs." (DeepSeek V4 Flash, negative prompt)
- Okta Workforce Identity: 13 of 18 labels negative. "Why cautious/avoid: Premium per-user pricing ... Contract minimums punish small teams." (Grok 4.1 Fast, negative prompt)
- Saviynt: 6 of 6 labels negative. "another governance-heavy enterprise platform that the SMB-focused roundup deliberately left out" (Perplexity Sonar, 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.