What AI says about Red Hat OpenShift
Red Hat OpenShift is an enterprise Kubernetes platform that allows organizations to build, deploy, and scale containerized applications across hybrid and multi-cloud environments. It is regularly recommended for managing multi-cluster Kubernetes fleets, deploying enterprise PaaS solutions, and running containerized workloads on edge computing platforms.
AI calls itenterprise-grade,enterprise,comprehensive,consistent,gold standard,opinionated
Since Jul 5Updated Nov 10, 2026Based on 23,167 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
1%
of AI answers about Red Hat OpenShift and its rivals · since Jul 5
Based on 23,167 AI answers
- ChatGPT1%
- Google AI Mode1%
How often AI mentions Red Hat OpenShift
of AI answers about Red Hat OpenShift and its rivals
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Markets where AI mentions Red Hat OpenShift
Mentioned inLowHighFew answers
All marketsChatGPTGoogle AI Mode
- Kubernetes and Container Platform ToolsChatGPTGoogle AI Mode
- Edge Computing Platform ServicesGoogle AI Mode
- Internal Developer Platforms and CI/CDOutside both engines’ top 25
- Cloud Infrastructure & DevOps PlatformsOutside both engines’ top 25
- Enterprise Cloud Migration & ModernizationOutside both engines’ top 25
- Enterprise MLOps Model Registry PlatformsOutside both engines’ top 25
- Developer Portal PlatformsOutside both engines’ top 25
- MLOps and Data Orchestration PlatformsOutside both engines’ top 25
- RAG Platforms and Retrieval ToolsOutside both engines’ top 25
- Internal Developer Platform SoftwareOutside both engines’ top 25
- AI Semiconductor and Accelerator VendorsOutside both engines’ top 25
- CI/CD and DevOps PlatformsOutside both engines’ top 25
Topics where AI mentions Red Hat OpenShift
TopicMentioned in · on this topicRank
- Mainframe modernization or emulation services
- Continuous delivery platform for Kubernetes
- Cloud-native pipeline platforms for GPU training
- Enterprise predictive model registry and governance tool
- Internal developer platform framework for large organizations
- ML model deployment to Kubernetes
- Managed CI/CD service for developers
- Cryptographic key discovery
- Hybrid cloud management and governance
- Enterprise AI inference serving
- Cloud development environments
- Real-time edge analytics
- AI picks mostMentioned in
- What are some enterprise PaaS solutions that support Kubernetes and focus on application scalability?on this questionAI picks Red Hat OpenShift most84%
Excerpts where Red Hat OpenShift appeared in the AI's answer
Google AI ModeOct 17, 2026, Google AI Mode Red Hat OpenShift : The industry standard for enterprise Kubernetes PaaS.
ChatGPTSep 21, 2026, ChatGPT Red Hat OpenShift — A Kubernetes-based application platform with integrated developer workflows, CI/CD, security controls, and hybrid-cloud deployment support.
- I want to train large-scale AI models on sensitive internal data. What is the best AI/ML platform that can be deployed in a private cloud or on-premise?on this questionAI picks NVIDIA AI Enterprise and 1 more about as often73%
Excerpts where Red Hat OpenShift appeared in the AI's answer
Google AI ModeSep 18, 2026, Google AI Mode Deep integration with Red Hat OpenShift, flexible GPU partitioning, and open-source tooling.
Google AI ModeSep 18, 2026, Google AI Mode Domino Data Lab and Red Hat OpenShift AI are the top-tier enterprise AI/ML platforms for secure, large-scale model training on-premise or within a private virtual cloud (VPC).
- I want to build a private cloud for our developers. What is the best turnkey private cloud solution that's easy to deploy and manage?on this questionAI picks Nutanix Cloud Platform and 2 more about as often33%
Excerpts where Red Hat OpenShift appeared in the AI's answer
Google AI ModeOct 27, 2026, Google AI Mode It arrives pre-integrated to spin up Red Hat OpenShift clusters and VMs on demand
Google AI ModeSep 16, 2026, Google AI Mode Red Hat OpenShift - The Vibe: Enterprise standard for container-based private clouds.
- What are the best PaaS solutions?on this questionAI picks Render and 3 more about as often37%
Excerpts where Red Hat OpenShift appeared in the AI's answer
Google AI ModeOct 27, 2026, Google AI Mode Red Hat OpenShift: The powerhouse for enterprise Kubernetes management.
Google AI ModeOct 25, 2026, Google AI Mode Red Hat OpenShift — Best for enterprise Kubernetes and container orchestration.
- We want to abstract away the complexity of Kubernetes. What developer platform provides a simplified UI for deploying apps without writing raw YAML?on this questionAI picks Portainer and 6 more about as often9%
Excerpts where Red Hat OpenShift appeared in the AI's answer
ChatGPTSep 17, 2026, ChatGPT Red Hat OpenShift — adds developer workflows, build/deploy pipelines, and abstractions over Kubernetes primitives.
Google AI ModeAug 24, 2026, Google AI Mode Red Hat OpenShift : An enterprise-grade container application platform built directly on top of Kubernetes.
Red Hat OpenShift in AI answers
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What are some enterprise PaaS solutions that support Kubernetes and focus on application scalability?
ChatGPTChatGPT· Sep 21, 2026
Red Hat OpenShift — A Kubernetes-based application platform with integrated developer workflows, CI/CD, security controls, and hybrid-cloud deployment support.
Google AI ModeGoogle AI Mode· Oct 17, 2026
Red Hat OpenShift : The industry standard for enterprise Kubernetes PaaS.
Sites AI cites
- Your site27%
- Red Hat OpenShift (opens in a new tab) · 8%Lists Red Hat OpenShift
- Edge computing with Red Hat OpenShift (opens in a new tab) · 5%Leaves Red Hat OpenShift out
- What is blue green deployment? (opens in a new tab) · 2%Lists Red Hat OpenShift
- Red Hat OpenShift AI (opens in a new tab) · 2%Leaves Red Hat OpenShift out
- Red Hat OpenShift AI (opens in a new tab) · 1%
- Red Hat OpenShift Platform Plus (opens in a new tab) · 1%Lists Red Hat OpenShift
- Features and benefits of Red Hat OpenShift (opens in a new tab) · 1%
- Red Hat Advanced Cluster Management for Kubernetes (opens in a new tab) · 1%Lists Red Hat OpenShift
- What is a golden path for software development? (opens in a new tab) · 1%Lists Red Hat OpenShift
- A Guide to Enterprise Kubernetes with OpenShift - Red Hat (opens in a new tab) · <1%
- Your site5%
- Chapter 2. Deploying models | Deploy predictive models using single model serving platform | Red Hat OpenShift AI Self-Managed | 3.5 (opens in a new tab) · 1%
- Chapter 3. Creating applications | Building applications | OpenShift Container Platform | 4.10 (opens in a new tab) · <1%
- Chapter 1. Welcome to Red Hat Advanced Cluster Management for Kubernetes | About | Red Hat Advanced Cluster Management for Kubernetes | 2.14 | Red Hat Documentation (opens in a new tab) · <1%Lists Red Hat OpenShift
- Chapter 1. Overview of OpenShift AI | Release notes | Red Hat OpenShift AI Self-Managed | 2.16 | Red Hat Documentation (opens in a new tab) · <1%
- Working with model registries | Red Hat OpenShift AI Self-Managed | 2.19 | Red Hat Documentation (opens in a new tab) · <1%
- Chapter 1. Overview | Get started with projects, workbenches, and pipelines in OpenShift AI | Red Hat OpenShift AI Self-Managed | 3.2 | Red Hat Documentation (opens in a new tab) · <1%
- Chapter 8. Managing workloads with Kueue | Administer OpenShift AI platform access, apps, and operations | Red Hat OpenShift AI Self-Managed | 3.2 | Red Hat Documentation (opens in a new tab) · <1%
- Chapter 1. Overview of distributed workloads | Accelerate data processing and training with distributed workloads | Red Hat OpenShift AI Self-Managed | 3.2 | Red Hat Documentation (opens in a new tab) · <1%
- Red Hat OpenShift AI Self-Managed | 3.3 | Red Hat Documentation (opens in a new tab) · <1%
- Chapter 1. Argo Rollouts overview | Argo Rollouts | Red Hat OpenShift GitOps | 1.19 | Red Hat Documentation (opens in a new tab) · <1%
- 3%
- Space-Based Edge Computing (opens in a new tab) · <1%
- Satellite Image Analysis Using Python – Class 1 | GeoAI (opens in a new tab) · <1%
- How to build the perfect Internal Developer Platform with ... (opens in a new tab) · <1%
- Deploying AI-Powered Spatial Detection at the Edge (opens in a new tab) · <1%
- Running Container Applications at the Edge (opens in a new tab) · <1%
- Your guide to golden paths: 3 interactive labs to get started (opens in a new tab) · <1%
- Kubernetes vs. OpenShift: Choosing DevOps and CI/CD ... (opens in a new tab) · <1%
- Leaves Red Hat OpenShift out3%
- Azure Red Hat OpenShift | Microsoft Azure (opens in a new tab) · 1%Leaves Red Hat OpenShift out
- Azure Red Hat OpenShift (ARO) (opens in a new tab) · 1%
- Azure Red Hat OpenShift | Microsoft Azure (opens in a new tab) · <1%
- What is platform as a service (PaaS)? | Microsoft Azure (opens in a new tab) · <1%
- Lists Red Hat OpenShift on 1 of 2 pages3%
- Rancher vs OpenShift: Which platform fits your Kubernetes workflows best? | Blog — Northflank (opens in a new tab) · 1%
- 7 Best private cloud hosting platforms in 2026 | Blog — Northflank (opens in a new tab) · <1%
- Best multi-cloud Kubernetes deployment platforms in 2026 | Blog — Northflank (opens in a new tab) · <1%Lists Red Hat OpenShift
- Best PaaS for enterprises in 2026 | Blog — Northflank (opens in a new tab) · <1%Leaves Red Hat OpenShift out
- What’s the best PaaS that can run in my own cloud account? | Blog — Northflank (opens in a new tab) · <1%
- Your site2%
- Red Hat OpenShift Platform Plus - Red Hat Customer Portal (opens in a new tab) · 2%Lists Red Hat OpenShift
- Red Hat OpenShift - Red Hat Customer Portal (opens in a new tab) · <1%Lists Red Hat OpenShift
- 2%
- Multi-Cloud Multi-Cluster Kubernetes Management Solutions | by Bijit Ghosh (opens in a new tab) · 1%
- Practical openshift for developers | by Kaustubh Saha (opens in a new tab) · <1%
- A Comparative Analysis of OpenShift, Azure Kubernetes Service (AKS), and Google Kubernetes Engine… (opens in a new tab) · <1%
The page AI cites most for Red Hat OpenShift
Brands AI mentions
Mentioned in
