# HPE Juniper Apstra: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/hpe-juniper-apstra

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data center networking](https://www.gane.ai/index/it/network/data-center-networking/index.md) | 0% | 61 | 0% | 1 |

## What the models said for it

- "Choose Apstra when the fabric must span multiple switch vendors" (Perplexity Sonar, Data center networking)

## 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 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 HPE Juniper Apstra, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- cloudnuro.ai: 3
- guideflow.com: 3
- peerspot.com: 3
- servicenetwork.org: 3
- v2cloud.com: 3
- findalternatives.net: 2
- g2.com: 2
- gane.ai/index: 2
- xometry.com: 2
- 247wallst.com: 1

### Pages cited

- https://cloudnuro.ai/blog/top-10-data-center-networking-solutions-for-robust-it-infrastructure-2025-edition: 3
- https://guideflow.com/blog/data-center-networking: 3
- https://peerspot.com/categories/data-center-networking: 3
- https://servicenetwork.org/wp-content/uploads/2016/08/magic_quadrant_for_data_cent_networking_278427.pdf: 3
- https://v2cloud.com/blog/software-defined-networking-solutions: 3
- https://findalternatives.net/categories/data-center-networking: 2
- https://xometry.com/resources/data-center/data-center-networking: 2
- https://247wallst.com/investing/2026/10/26/the-ethernet-tollbooth-arista-rides-broadcom-silicon-to-break-nvidias-infiniband-monopoly: 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.