# Red Hat Developer Hub: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/it/vendors/red-hat-developer-hub

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Internal developer portals](https://www.gane.ai/index/it/developer/internal-developer-portals/index.md) | 0% | 13 | 0% | 7 |

## What the models said for it

- "Add Cycloid/Red Hat Developer Hub if you specifically need built-in FinOps, multi-cloud governance" (Muse Glimmer 30B, Developer portals)
- "consider managed Backstage variants (like Roadie or Red Hat Developer Hub)" (Gemini 3.5 Flash, Developer portals)
- "Best for: Organizations that want enterprise-grade Backstage with support" (GLM 4.7 FlashX, Developer portals)
- "A Red Hat-supported distribution of Backstage, with supported plugins" (GPT-6 Luna, Developer portals)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Red Hat Developer Hub, from 36 of the 38 answers that named it (only the models that return a source list).

### Domains cited

- cycloid.io: 20
- roadie.io: 15
- guideflow.com: 14
- toolradar.com: 14
- itechguides.com: 11
- opslevel.com: 11
- developers.redhat.com: 10 (its own site)
- dupple.com: 10
- gane.ai/index: 10
- squareops.com: 10

### Pages cited

- https://toolradar.com/guides/best-internal-developer-portals: 13
- https://guideflow.com/blog/internal-developer-platform: 12
- https://itechguides.com/best/internal-developer-platforms: 11
- https://roadie.io/blog/7-best-developer-portals-for-enterprise-engineering-teams: 11
- https://dupple.com/learn/best-internal-developer-portals: 10
- https://www.gane.ai/index/it/developer/internal-developer-portals/enterprise: 10
- https://controlplane.com/blog/post/best-internal-developer-platforms: 9
- https://cycloid.io/blog/top-11-internal-developer-platforms-idps-in-2026: 8

## In its own words

What Red Hat Developer Hub's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Customers named: Turkish Airlines, Emirates NBD, TD, Panasonic Connect, Ulta Beauty, Siemens, U.S. Department Of Defense, U.S. Navy

## What it publishes

Every page redhat.com exposes, read 2026-09-29: 13605 addresses. By kind, pages and the last 90 days:

- blog: 1265 pages, 10 in the last 90 days, latest 2026-09-25
- case study: 13 pages, 0 in the last 90 days, latest 2021-06-30
- webinar or virtual event: 29 pages, 0 in the last 90 days, latest 2020-09-28
- conference or event: 113 pages, 0 in the last 90 days, latest 2021-06-07
- report or ebook: 6 pages, 0 in the last 90 days, latest 2021-05-20
- comparison: 8 pages, 0 in the last 90 days, latest 2018-05-21
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated
- podcast or video: 4 pages, 0 in the last 90 days, latest 2025-06-05
- news or press: 1934 pages, 1 in the last 90 days, latest 2026-07-08
- Recent: 2026-09-25 blog: Securing ai agents requires securing systems around them https://www.redhat.com/en/blog/securing-ai-agents-requires-securing-systems-around-them
- Recent: 2026-09-24 blog: Why red hat is building secure agent onboarding https://www.redhat.com/en/blog/why-red-hat-is-building-secure-agent-onboarding
- Recent: 2026-09-23 blog: Friday five september 25 2026 red hat https://www.redhat.com/en/blog/friday-five-september-25-2026-red-hat
- Recent: 2026-09-21 blog: Red hat enterprise linux 10 stig automation now matches disa stig v1r2 https://www.redhat.com/en/blog/red-hat-enterprise-linux-10-stig-automation-now-matches-disa-stig-v1r2
- Recent: 2026-09-15 blog: How manage aircraft leases ai agents https://www.redhat.com/en/blog/how-manage-aircraft-leases-ai-agents
- Recent: 2026-09-11 blog: Autorag pipeline optimization red hat openshift ai https://www.redhat.com/en/blog/autorag-pipeline-optimization-red-hat-openshift-ai

## 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.