--- title: Red Hat OpenShift Data Science Reviews meta\_title: 'Red Hat OpenShift Data Science Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 31 reviews by the users' company size, role or industry to find out how Red Hat OpenShift Data Science works for a business like yours. aggregate\_rating: rating\_value: 4.4 review\_count: 31 scale: '5' date\_modified: '2026-08-11' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Red Hat OpenShift Data Science Reviews & Product Details Red Hat® OpenShift® AI is a flexible, scalable artificial intelligence (AI) and machine learning (ML) platform that enables enterprises to create and deliver AI-enabled applications at scale across hybrid cloud environments. Built using open source technologies, OpenShift AI provides trusted, operationally consistent capabilities for teams to experiment, serve models, and deliver innovative apps. * * * Seller [Red Hat](https://www.g2.com/sellers/red-hat) Discussions [Red Hat OpenShift Data Science Community](https://www.g2.com/products/red-hat-openshift-data-science/discuss) Solution Type Best-of-Breed Show More ## Top-Rated Alternatives [ ![Databricks](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Databricks") Databricks 4.6/5(1,364) ](https://www.g2.com/products/databricks/reviews) [ ![IBM watsonx.ai](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "IBM watsonx.ai") IBM watsonx.ai 4.4/5(153) ](https://www.g2.com/products/ibm-watsonx-ai/reviews) [ ![Amazon SageMaker](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Amazon SageMaker") Amazon SageMaker 4.3/5(57) ](https://www.g2.com/products/amazon-sagemaker/reviews) [ View All Alternatives ](https://www.g2.com/products/red-hat-openshift-data-science/competitors/alternatives) ## User Insights Average based on 31 real user reviews. [Log in to unlock pricing and user insights](/login) ## Red Hat OpenShift Data Science Integrations (4) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Ameyo by Exotel Cloud Contact Center ](https://www.g2.com/products/ameyo-by-exotel-cloud-contact-center/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Apache Kafka ](https://www.g2.com/products/apache-kafka/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") GitHub ](https://www.g2.com/products/github/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Red Hat OpenShift ](https://www.g2.com/products/red-hat-red-hat-openshift/reviews) Show More SR Sumedha R. Recruiter Small-Business (50 or fewer emp.) 7/29/2026 "A Unified Platform for the Complete Machine Learning Lifecycle" 4/5 What do you like best about Red Hat OpenShift Data Science? What i like best about Red Hat OpenShift Data Science (RHODS) is that it provides a single, enterprise-ready platform for the entire machine learning lifecycle. Review collected by and hosted on G2.com. What do you dislike about Red Hat OpenShift Data Science? While RHODS is a strong enterprise platform, there are a few areas where users commonly find it challenging: Steep learning curve, Complex setup and administration, Resource-intensive, Licensing costs, Customization complexity. Review collected by and hosted on G2.com. What problems is Red Hat OpenShift Data Science solving and how is that benefiting you? Red Hat OpenShift Data Science solves the challenge of managing the end-to-end machine learning lifecycle on a single, secure platform. It brings together data preparation, model development, training, deployment and monitoring while integrating with Kubernetes & OpenShift. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Niranjan2 S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Niranjan2 S.") NS Niranjan2 S. Mid-Market (51-1000 emp.) 3/10/2023 "Accelerate Your Data Science Workflows with Red Hat Openshift" 4/5 What do you like best about Red Hat OpenShift Data Science? Secure and scalable deployment: OpenShift Data Science allows data scientists to deploy their models at scale in a safe and scalable environment. The platform includes features such as automated scaling and data encryption to ensure data security and availability Review collected by and hosted on G2.com. What do you dislike about Red Hat OpenShift Data Science? The potential challenge is that Red Hat OpenShift Data Science is a complex platform requiring some technical expertise to set up and use effectively. Users may need to spend some time learning how to use the platform and configuring it to meet their specific needs Review collected by and hosted on G2.com. What problems is Red Hat OpenShift Data Science solving and how is that benefiting you? Scalability: OpenShift Data Science enables data scientists to scale their workloads quickly and efficiently.Collaboration: Data scientists often work in teams and require a collaborative environment to share their work and collaborate effectively. Data scientists spend a significant amount of time managing data. OpenShift Data Science provides tools for managing data efficiently, including data storage, data processing. Data science workflows can be complex and time-consuming. OpenShift Data Science automates many of the repetitive tasks involved in the data science workflow, freeing up time for data scientists to focus on more complex tasks Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Kishore M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kishore M.") KM Kishore M. Associate Technical Consultant Small-Business (50 or fewer emp.) 3/17/2023 "Self-Healing, auto scaling and easy cluster management function product" 4/5 What do you like best about Red Hat OpenShift Data Science? The default security setup is top-notch, the automation process is straightforward and scalable in the future and an alert mechanism that notifies when overutilization of an application Review collected by and hosted on G2.com. What do you dislike about Red Hat OpenShift Data Science? Document and technical support could be improved. Even though the auto-scaling feature is there, it would have been great if it came with more options based on statistics. Review collected by and hosted on G2.com. What problems is Red Hat OpenShift Data Science solving and how is that benefiting you? Easy to manage deployment across the environments.With code-ready workspaces, we can develop, start the test run, start the container, drop the container and repeat in short period still it offers sustainability better than Kubernetes. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 Icon 3/23/2023 Validated ReviewerIncentivizedSource: G2 invite ![Vishakha K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vishakha K.") VK Vishakha K. Senior Software Engineer Enterprise (\> 1000 emp.) 3/10/2023 "Automatic installation and good developee experience" 3.5/5 What do you like best about Red Hat OpenShift Data Science? Red hat openshift data science is helping is reducing developers turn around time. Deploying and running is efficient. Review collected by and hosted on G2.com. What do you dislike about Red Hat OpenShift Data Science? I do not have anything to dislike as such. Review collected by and hosted on G2.com. What problems is Red Hat OpenShift Data Science solving and how is that benefiting you? This is helpful when deploying containers over different frameworks. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Transportation/Trucking/Railroad](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Transportation/Trucking/Railroad") UT Verified User in Transportation/Trucking/Railroad Small-Business (50 or fewer emp.) 10/4/2021 "Testing made easy." 3.5/5 What do you like best about Red Hat OpenShift Data Science? Smooth use and integration of third party ML tools like Anaconda, IBM Watson Studio etc. Review collected by and hosted on G2.com. What do you dislike about Red Hat OpenShift Data Science? Nothing much to dislike, its a really rapid tool and is a must for every data scientist to try once. Review collected by and hosted on G2.com. Recommendations to others considering Red Hat OpenShift Data Science: It is a must try especially for prototyping with Flask, uWSGI, NGINX and docker. Review collected by and hosted on G2.com. What problems is Red Hat OpenShift Data Science solving and how is that benefiting you? I had a prototype built for demand allocation, wanted to test it out on various different containers. The most important benefit was the iteration time, it was amazingly fast. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Seller invite ## Questions about Red Hat OpenShift Data Science? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about Red Hat OpenShift Data Science ](https://www.g2.com/products/red-hat-openshift-data-science/discussions/new) GU Guest User What is Red Hat OpenShift Data Science used for? 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/what-is-red-hat-openshift-data-science-used-for) [ View all Discussions ](https://www.g2.com/products/red-hat-openshift-data-science/discuss) ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. [ View More Pricing Information ](https://www.g2.com/products/red-hat-openshift-data-science/pricing) Red Hat OpenShift Data Science Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") Databricks 4.6/5(1,364) [ Compare Now ](https://www.g2.com/compare/databricks-vs-red-hat-openshift-data-science) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-watsonx-ai.jpg "Product Avatar Image") IBM watsonx.ai 4.4/5(153) [ Compare Now ](https://www.g2.com/compare/ibm-watsonx-ai-vs-red-hat-openshift-data-science) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b3390b4cc3d92e87d570895f7358c003/amazon-sagemaker.jpg "Product Avatar Image") Amazon SageMaker 4.3/5(57) [ Compare Now ](https://www.g2.com/compare/amazon-sagemaker-vs-red-hat-openshift-data-science) ##### ##### Red Hat OpenShift Data Science Features Model Development Language Support Drag and Drop Pre-Built Algorithms Machine/Deep Learning Services Computer Vision Natural Language Processing Natural Language Generation Deployment Managed Service Application Scalability System Data Ingestion & Wrangling [ View More Features ](https://www.g2.com/products/red-hat-openshift-data-science/features) ## Work at Red Hat? 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