# Microsoft Entra ID vs JumpCloud: which do AI models recommend for workforce identity, October 2026

IT AI Recommendation Index, October 2026 Edition, Workforce identity and SSO. Three of fourteen models named Microsoft Entra ID first on the direct prompt; three named JumpCloud. Page: https://it-ai-index.com/identity/workforce-identity-and-sso/microsoft-entra-id-vs-jumpcloud/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Microsoft Entra ID | 46% | #1 of 8 | 9% | 67 | 14 of 14 |
| JumpCloud | 9% | #4 of 8 | 7% | 44 | 13 of 14 |

## The direct prompt, model by model

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

## What the models said about Microsoft Entra ID

- "Bottom Line: For most small businesses with tight budgets, Microsoft Entra ID (if on M365) or OneLogin Basic ($3/user/month) offer the best balance of features and cost." (Qwen 3.7 Flash, budget prompt, first choice)

## What the models said about JumpCloud

- "It has had a major nation-state incident and ongoing external security findings." (Muse Glimmer 30B, negative prompt, soft negative)
- "Treat that as a prompt to examine its incident report and current controls" (GPT-6 Luna, negative prompt, soft negative)
- "JumpCloud: Highly popular in the mid-market. It uniquely combines Cloud Directory, SSO, MFA, and Device Management (MDM)... ideal if you want to consolidate multiple IT tools" (Gemini 3.5 Flash, scale prompt, first choice)
- "The Best All-Rounder for Small/Mid-Sized Teams: JumpCloud ... JumpCloud is the best value." (GLM 4.7 FlashX, budget 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.