# Fleet: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/fleet

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Unified endpoint management](https://www.gane.ai/index/it/operations/unified-endpoint-management/index.md) | 0% | 52 | 50% | 2 |
| [IT asset management](https://www.gane.ai/index/it/operations/it-asset-management/index.md) | 0% | 66 | 0% | 1 |

## And against it

- "Explore Fleet or osquery integrations, but they require more customization." (Grok 4.20, UEM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 2 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Fleet, from 2 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- cdn-dynmedia-1.microsoft.com: 1
- cisa.gov: 1
- comparitech.com: 1
- docs.omnissa.com: 1
- hub.ivanti.com: 1
- manageengine.com: 1
- mobile-jon.com: 1
- omnissa.com: 1
- reddit.com: 1
- selecthub.com: 1

### Pages cited

- https://cdn-dynmedia-1.microsoft.com/is/content/microsoftcorp/microsoft/final/en-us/microsoft-brand/documents/idc-marketscape-worldwide-unifed-endpoint-management-software-2024-vendor-assessment-microsoft-2024-07-04.pdf: 1
- https://cisa.gov/news-events/cybersecurity-advisories/aa25-022a: 1
- https://comparitech.com/net-admin/unified-endpoint-management: 1
- https://docs.omnissa.com/Workspace-ONE-UEM-Release-Notes-V2602/WorkspaceONEUEM-ReleaseNotes: 1
- https://hub.ivanti.com/s/article/Security-Advisory-Ivanti-Endpoint-Manager-EPM-October-2025: 1
- https://manageengine.com/products/desktop-central/uem/how-to-choose-the-best-uem-solution.html: 1
- https://manageengine.com/products/desktop-central/uem/what-is-uem.html: 1
- https://mobile-jon.com/2025/08/13/workspace-one-to-microsoft-intune-migration-guide: 1

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.