# Okta Workforce Identity vs OneLogin: which do AI models recommend for workforce identity, October 2026

IT AI Recommendation Index, October 2026 Edition, Workforce identity and SSO. Eight of fourteen models named Okta Workforce Identity first on the direct prompt; five named OneLogin. Page: https://it-ai-index.com/identity/workforce-identity-and-sso/okta-workforce-identity-vs-onelogin/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Okta Workforce Identity | 23% | #2 of 8 | 32% | 72 | 14 of 14 |
| OneLogin | 20% | #3 of 8 | 12% | 41 | 12 of 14 |

## The direct prompt, model by model

- Llama 4 Maverick: both first (first choices: Okta Workforce Identity, OneLogin)
- Qwen 3.7 Flash: both first (first choices: Okta Workforce Identity, OneLogin) (alternatives: JumpCloud, Microsoft Entra ID)
- Claude Haiku 4.5: okta workforce identity first (first choices: Okta Workforce Identity) (alternatives: JumpCloud, OneLogin, tenfold)
- GPT-5.4 mini: okta workforce identity first (first choices: Okta Workforce Identity) (alternatives: CyberArk Identity, Microsoft Entra ID, Ping Identity)
- Gemini 3.5 Flash: okta workforce identity first (first choices: Microsoft Entra ID, Okta Workforce Identity) (alternatives: JumpCloud)
- Perplexity Sonar: okta workforce identity first (first choices: Okta Workforce Identity) (alternatives: Microsoft Entra ID, OneLogin)
- Grok 4.1 Fast: okta workforce identity first (first choices: Okta Workforce Identity) (alternatives: Microsoft Entra ID, OneLogin)
- GLM 4.7 FlashX: okta workforce identity first (first choices: Okta Workforce Identity) (alternatives: Microsoft Entra ID, OneLogin)
- Mistral Small: onelogin first (first choices: OneLogin) (alternatives: Okta Workforce Identity, Ping Identity)
- MiniMax M2.5: onelogin first (first choices: JumpCloud, OneLogin) (alternatives: Microsoft Entra ID, Okta Workforce Identity)
- Muse Glimmer 30B: onelogin first (first choices: OneLogin) (alternatives: Microsoft Entra ID, Okta Workforce Identity)
- DeepSeek V4 Flash: neither first, one named (first choices: JumpCloud) (alternatives: Microsoft Entra ID, Okta Workforce Identity)
- Kimi K2: neither first, one named (first choices: JumpCloud, Microsoft Entra ID) (alternatives: Okta Workforce Identity, OneLogin)
- GPT-6 Luna: neither first, one named (first choices: Microsoft Entra ID) (alternatives: JumpCloud, Okta Workforce Identity)

## What the models said about Okta Workforce Identity

- "Okta is not recommended unless you have a SaaS portfolio of 50+ applications" (Llama 4 Maverick, budget prompt, hard negative)
- "Multiple high-profile breaches (2022 Lapsus$ attack, 2023 support system credential theft)... Mitigation: If you choose Okta, ensure rigorous tenant security hygiene" (GLM 4.7 FlashX, negative prompt, soft negative)
- "Okta has experienced several security issues... These incidents don't necessarily mean you should avoid Okta... but you should stay current with their security advisories" (MiniMax M2.5, negative prompt, soft negative)
- "1. Okta Workforce Identity Cloud - Best for: Large enterprises needing a cloud-native, best-of-breed IAM platform with the broadest integration ecosystem." (Mistral Small, comparative prompt, first choice)
- "Okta and Microsoft Entra lead in overall breadth and ecosystem depth... otherwise Okta for a vendor-neutral, deeply integrated solution." (GLM 4.7 FlashX, comparative prompt, first choice)
- "If you're app-agnostic with a diverse SaaS portfolio, Okta is the default leader with the largest integration catalog (18,000+ apps)." (DeepSeek V4 Flash, scale prompt, first choice)

## What the models said about OneLogin

- "This is currently the highest-risk scenario for enterprises... your costs may skyrocket; if you are looking to buy, the long-term roadmap is opaque." (Qwen 3.7 Flash, negative prompt, hard negative)
- "Avoid OneLogin if you are a fast-growing enterprise with complex hybrid-cloud environments" (Gemini 3.5 Flash, negative prompt, hard negative)
- "It is recommended to avoid OneLogin for primary workforce identity use cases." (Mistral Small, negative prompt, hard negative)
- "the most practical workforce identity choice in the results is OneLogin (by One Identity), which is explicitly described as the budget-tier choice" (Perplexity Sonar, budget prompt, first choice)
- "OneLogin is a strong fit for mid-market companies that want enterprise-grade SSO and MFA without the implementation timeline of the largest suites." (Muse Glimmer 30B, direct prompt, first choice)
- "OneLogin - A strong fit for mid-market companies that want enterprise-grade SSO and MFA without the implementation timeline of the largest suites." (Llama 4 Maverick, paraphrase prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.