Managed Kubernetes platforms · RankedRed Hat OpenShift
Red Hat OpenShift is a container and Kubernetes platform for building, modernizing, and deploying applications at scale · redhat.com ↗
Strongest at enterprise. Ranked 77 of 77 for small business buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
DigitalOcean Kubernetes is first at 62%.
Google Kubernetes Engine is first at 52%. 0 of 14 models made it the first choice when asked directly.
Google Kubernetes Engine is first at 57%.
Why models recommend it
“OpenShift — best for regulated industries and compliance-heavy enterprises, but ~$10K–13K per 2-core/year licensing”DeepSeek V4 Flash · Scale-constrained question · alternative
“Choose OpenShift if you want Kubernetes plus a fuller enterprise platform with stronger opinionation”GPT-5.4 mini · Comparative question · alternative
“Red Hat OpenShift – Enterprise-grade platform focused on compliance, security, and hybrid deployments.”Muse Glimmer 30B · Direct question · alternative
“The Enterprise Standard: Red Hat OpenShift ... Cons: Expensive licensing model. High complexity”Qwen 3.7 Flash · Direct question · alternative
What gives them pause
“Powerful for enterprises but overkill and opinionated for many... vendor lock-in is significant.”Grok 4.20 · Negative question · warning
“its opinionated architecture and subscription model can create high cost and migration friction”Perplexity Sonar · Negative question · warning
“OpenShift is also worth careful evaluation due to its complexity and vendor-specific features.”Mistral Small · Negative question · warning
“not strictly managed Kubernetes offerings, but rather platforms built on top of Kubernetes”Claude Haiku 4.5 · Comparative question · warning
Also on the shortlist
The products named in the same answers as Red Hat OpenShift, over the 103 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 99 | 36 | View → | |
| 97 | 6 | View → | |
| 91 | 6 | View → | |
| 64 | 0 | View → | |
| 40 | 0 | View → | |
| 34 | 8 | View → | |
| 28 | 0 | View → | |
| 26 | 0 | View → | |
| 19 | 0 | View → | |
| 14 | 1 | View → |
What the models named instead of Red Hat OpenShift →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Red Hat OpenShift's own site, not checked by Gane.
- Customers named
- MUFG 联合银行, CA Technologies
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 89 of the 103 answers that named Red Hat OpenShift and are not a share of its labels.
Domains cited
285 of the 285 domain citations in answers naming Red Hat OpenShift came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 1 | 3 |
| Perplexity Sonar | 0 | 1 | 0 | 2 | 3 |
| Grok 4.20 | 0 | 3 | 0 | 1 | 4 |
| Mistral Small | 0 | 1 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 1 | 4 |
| Kimi K2 | 0 | 2 | 1 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 1 | 3 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 1,934 | 1 | 2026-07-08 | API management, Object storage | |
| Blog | 1,265 | 10 | 2026-09-25 | API management, Object storage | |
| Conference or event | 113 | 0 | 2021-06-07 | ||
| Webinar or virtual event | 29 | 0 | 2020-09-28 | ||
| Case study | 13 | 0 | 2021-06-30 | ||
| Comparison | 8 | 0 | 2018-05-21 | ||
| Report or ebook | 6 | 0 | 2021-05-20 | ||
| Podcast or video | 4 | 0 | 2025-06-05 | ||
| Glossary or explainer | 1 | undated |
Most recent
- 2026-09-25Securing ai agents requires securing systems around them blog
- 2026-09-24Why red hat is building secure agent onboarding blog
- 2026-09-23Friday five september 25 2026 red hat blog
- 2026-09-21Red hat enterprise linux 10 stig automation now matches disa stig v1r2 blog
- 2026-09-15How manage aircraft leases ai agents blog
- 2026-09-11Autorag pipeline optimization red hat openshift ai blog
Events in person
- October 8, 2026Red Hat Summit: Connect 2026 LondonLondon, UK · hosts
- October 27, 2026Unlocking OpenShift Virtualization: A technical deep dive into migrating VMsLondon, UK · hosts
- November 17, 2026Ansible Automation Platform to defend, contain and comply with vulnerability lifecycle managementLondon, UK · hosts
- June 30, 2026You're invited to the Red Hat and AWS Reception | AWS Summit DCCity Tap House · hosted
- May 11, 2026 to May 14, 20262026 年红帽全球峰会Atlanta · took part
- January 28, 2026Observability That Powers Smarter AI DeploymentsExpo hall · spoke
- January 26, 2026 to January 29, 2026Visit Red Hat at Dynatrace Perform 2026Las Vegas, United States · exhibited
As the event pages on redhat.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page redhat.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name API management (11); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.