# JumpCloud vs Miradore: which do AI models recommend for UEM, October 2026

IT AI Recommendation Index, October 2026 Edition, Unified endpoint management. Zero of fourteen models named JumpCloud first on the direct prompt; zero named Miradore. Page: https://it-ai-index.com/operations/unified-endpoint-management/jumpcloud-vs-miradore/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| JumpCloud | 5% | #4 of 12 | 0% | 19 | 9 of 14 |
| Miradore | 5% | #5 of 12 | 8% | 13 | 7 of 14 |

## The direct prompt, model by model

- Grok 4.1 Fast: neither first, one named (first choices: NinjaOne) (alternatives: JumpCloud, ManageEngine Endpoint Central, Microsoft Intune)
- Kimi K2: neither first, one named (first choices: Microsoft Intune) (alternatives: Hexnode UEM, JumpCloud, ManageEngine Endpoint Central, NinjaOne)
- GLM 4.7 FlashX: neither first, one named (first choices: Microsoft Intune) (alternatives: Ivanti Neurons for UEM, JumpCloud, ManageEngine Endpoint Central, Miradore)
- Muse Glimmer 30B: neither first, one named (first choices: ManageEngine Endpoint Central) (alternatives: JumpCloud, Microsoft Intune, NinjaOne)
- Claude Haiku 4.5: neither named (first choices: ManageEngine Endpoint Central) (alternatives: Ivanti Neurons for UEM, NinjaOne)
- GPT-5.4 mini: neither named (first choices: Microsoft Intune) (alternatives: Jamf, ManageEngine Endpoint Central)
- Gemini 3.5 Flash: neither named (first choices: NinjaOne) (alternatives: Hexnode UEM, Iru, Jamf, ManageEngine Endpoint Central, Microsoft Intune)
- Perplexity Sonar: neither named (first choices: ManageEngine Endpoint Central) (alternatives: Microsoft Intune)
- Mistral Small: neither named (first choices: Microsoft Intune) (alternatives: Ivanti Neurons for UEM, ManageEngine Endpoint Central)
- DeepSeek V4 Flash: neither named (first choices: ManageEngine Endpoint Central, Microsoft Intune) (alternatives: Hexnode UEM, Jamf, NinjaOne)
- Llama 4 Maverick: neither named (first choices: ManageEngine Endpoint Central)
- Qwen 3.7 Flash: neither named (first choices: ManageEngine Endpoint Central) (alternatives: BlackBerry UEM, Hexnode UEM, Microsoft Intune)
- MiniMax M2.5: neither named (first choices: ManageEngine Endpoint Central, Microsoft Intune)
- GPT-6 Luna: neither named (first choices: Microsoft Intune) (alternatives: ManageEngine Endpoint Central, Omnissa Workspace ONE)

## What the models said about JumpCloud

- "JumpCloud offers the best balance of features, pricing, and ease of use for mid-sized companies" (MiniMax M2.5, paraphrase prompt, first choice)

## What the models said about Miradore

- "gripes cluster on lesser-knowns like Miradore (UI clunkiness)" (Grok 4.1 Fast, negative prompt, soft negative)
- "Miradore (by GoTo) is the industry standard for budget-conscious IT teams." (Gemini 3.5 Flash, budget prompt, first choice)
- "For a company watching every dollar, I'd start with Miradore" (GPT-6 Luna, budget prompt, first choice)
- "Miradore (Best Overall for Small Budgets)" (MiniMax M2.5, 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.