--- title: IBM Cloud Pak for Data Reviews meta\_title: 'IBM Cloud Pak for Data Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 90 reviews by the users' company size, role or industry to find out how IBM Cloud Pak for Data works for a business like yours. aggregate\_rating: rating\_value: 4.3 review\_count: 90 scale: '5' date\_modified: '2026-08-09' parent\_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # IBM Cloud Pak for Data Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by IBM Cloud Pak for Data but has limited features. Are you part of the IBM Cloud Pak for Data team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! IBM Cloud Pak® for Data is a fully integrated data and AI platform that modernizes how businesses collect, organize and analyze data, forming the foundation to infuse AI across their organization. Running on Red Hat OpenShift and available on any cloud, this unified platform helps companies automate the end-to-end AI lifecycle. The intelligent data fabric in IBM Cloud Pak for Data enables automated distributed queries at scale without data movement; automated discovery and understanding of business-ready data; automated universal privacy and usage policies across the data ecosystem; and optimized model training, accuracy and explainability. View the demo: https://mediacenter.ibm.com/media/1\_je41fqqz. The platform delivers on the below use cases: • Data access and availability – Eliminate data silos and simplify your data landscape to enable faster, cost-effective extraction of value from your data. • Data quality and governance - Apply governance solutions and methodologies to deliver trusted, business data. • Data privacy and security - Fully understand and manage sensitive data with a pervasive privacy framework. • ModelOps - Automate the AI lifecycle and synchronize application and model pipelines to scale AI deployments. • AI governance – Ensure your AI is transparent, compliant and trustworthy with greater visibility into model development, with capabilities such as explainable AI, model risk management and bias detection. • AI for Financial Operations - Automate and integrate planning across your organization, from financial planning & analysis to workforce planning, sales forecasting and supply chain planning. • AI for Customer care - Reduce time to resolution, decrease call volume and increase customer satisfaction. IBM Watson Assistant (WA) can provide AI-powered automated assistance and enable human agents to better handle inquiries. IBM Watson Discovery (WD) complements Watson Assistant and can help unlock insights from complex business content. Discover IBM Cloud Pak for Data Industry Accelerators: https://dataplatform.cloud.ibm.com/gallery?context=cpdaas See a case study: https://mediacenter.ibm.com/media/1\_sr6lx8sz Try at no-cost: http://ibm.biz/dataplatformtrial * * * Seller [IBM](https://www.g2.com/sellers/ibm) Discussions [IBM Cloud Pak for Data Community](https://www.g2.com/products/ibm-cloud-pak-for-data/discuss) Solution Type All-in-One Overview by Pearl Chen Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement 4 months ### Return on Investment 19 months [ View More Pricing Information ](https://www.g2.com/products/ibm-cloud-pak-for-data/pricing) ## Top-Rated Alternatives [ ![Databricks](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Databricks") Databricks 4.6/5(1,364) ](https://www.g2.com/products/databricks/reviews) [ ![Snowflake](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Snowflake") Snowflake 4.6/5(764) ](https://www.g2.com/products/snowflake/reviews) [ ![Cloudera](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Cloudera") Cloudera 4.1/5(136) ](https://www.g2.com/products/cloudera/reviews) [ View All Alternatives ](https://www.g2.com/products/ibm-cloud-pak-for-data/competitors/alternatives) ## User Insights Average based on 90 real user reviews. Implementation Time 4 months Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) ## IBM Cloud Pak for Data Integrations (2) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") IBM watsonx.ai ](https://www.g2.com/products/ibm-watsonx-ai/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") IBM watsonx Orchestrate ](https://www.g2.com/products/ibm-watsonx-orchestrate/reviews) Show More ![Verified User in Leisure, Travel & Tourism](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Leisure, Travel & Tourism") IL Verified User in Leisure, Travel & Tourism Enterprise (\> 1000 emp.) 2/14/2019 Business partner of the seller or seller's competitor, not included in G2 scores. "easy to setup" 3.5/5 What do you like best about IBM Cloud Pak for Data? whai like the best is cost effectiveness Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? nothing so far i disliked about so far to mention Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? cloud enablement of applications Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") IC Verified User in Computer Software Mid-Market (51-1000 emp.) 2/13/2019 "Innovative product" 4/5 What do you like best about IBM Cloud Pak for Data? I can run in premises Based on industry standards Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Needs improvements requires manual steps, not fully automated Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Using big data analytics Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Tracey C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tracey C.") TC Tracey C. Teacher Small-Business (50 or fewer emp.) 10/4/2018 "Great Product" 5/5 What do you like best about IBM Cloud Pak for Data? It is a really easy system to understand and able to have other work on. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? I haven"t used it long enough to fully see anything that would cause a flaw Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Able to store information and files safely Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite LH Lacy H. Public Relatins Mid-Market (51-1000 emp.) 8/16/2018 "IBM Cloud for Private Data" 3.5/5 What do you like best about IBM Cloud Pak for Data? IBM cloud private data provides one simple interface to share information from. All information is protected in a controlled environment. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? I think IBM Cloud Private for Data is headed in the right direction for AI Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? The software assists in indentifying new sources of revenue, strengthening ability to develop business models Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite YL Yanchen L. Small-Business (50 or fewer emp.) 8/16/2018 "a very good platform" 4.5/5 What do you like best about IBM Cloud Pak for Data? I like that it has very good data storage ability Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? the price is a bit too high for the memories Review collected by and hosted on G2.com. Recommendations to others considering IBM Cloud Pak for Data: use it if you have enough budget for it Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? to store data and do data analysis Review collected by and hosted on G2.com. Show More 8/20/2018 Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Banking](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Banking") UB Verified User in Banking Enterprise (\> 1000 emp.) 8/16/2018 "Data solution" 5/5 What do you like best about IBM Cloud Pak for Data? Enables for organizations like us medical collect data and analyze and come up with a solution that will be ready to be used for AI applications Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? They only give a warranty protection of one year Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Helps you protect huge data, can be used at any enterprises, get insight of industry and capital equipments Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Megha B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Megha B.") MB Megha B. Associate Consultant Information Technology and Services Small-Business (50 or fewer emp.) 6/15/2018 "IBM cloud private for data" 4/5 What do you like best about IBM Cloud Pak for Data? The IBM cloud private for data is very easy to use. It's GUI is very appealing. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? It takes time to understand the complete process. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? I have not solved any such business problems but have seen people using it. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Internet](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Internet") AI Verified User in Internet Mid-Market (51-1000 emp.) 9/13/2018 Business partner of the seller or seller's competitor, not included in G2 scores. "Great product" 4/5 What do you like best about IBM Cloud Pak for Data? Great product. Very technologically advanced and secure. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Great product. Although I didn’t like that it lagged sometimes Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? This is great for IT managers working remotely Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Apparel & Fashion](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Apparel & Fashion") UA Verified User in Apparel & Fashion Enterprise (\> 1000 emp.) 6/18/2018 "Great for remote working!" 5/5 What do you like best about IBM Cloud Pak for Data? This makes working remotely with my team so much easier and keeps our data safe in the cloud so I don't have to worry when I open my laptop in some new area when traveling. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Haven't discovered anything yet.So far so good! Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Works wonders for flexible working locations. Speeds things up and allows for greater monitoring Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Entertainment](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Entertainment") UE Verified User in Entertainment Enterprise (\> 1000 emp.) 4/23/2018 "Secured and safe and spacious IBM Cloud Private" 3.5/5 What do you like best about IBM Cloud Pak for Data? The accessibility and ease of use make it one of its best features. How it can handle significant amount of information. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? The wait is too long and the internal fictions are hard to understand Review collected by and hosted on G2.com. Recommendations to others considering IBM Cloud Pak for Data: Very user friendly and a great part of a growing and hard working envivornment. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Saves space and organziation in a secure customer friendly storage. Benefits are helping to keep it organized. Review collected by and hosted on G2.com. Show More 4/27/2018 Validated ReviewerIncentivizedSource: G2 invite ## Pricing Insights Averages based on real user reviews. ### Time to Implement 4 months ### Return on Investment 19 months ### Perceived Cost $$$$$ [ View More Pricing Information ](https://www.g2.com/products/ibm-cloud-pak-for-data/pricing) IBM Cloud Pak for Data Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Product Avatar Image") Azure Databricks 4.5/5(239) [ Compare Now ](https://www.g2.com/compare/azure-databricks-vs-ibm-cloud-pak-for-data) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_d1fd454b6f4ef5fb0bbdaabe8681b035/cloudera.png "Product Avatar Image") Cloudera 4.1/5(136) [ Compare Now ](https://www.g2.com/compare/cloudera-vs-ibm-cloud-pak-for-data) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_2b00e05c107c3273cea5264090c3c1d0/snowflake.jpg "Product Avatar Image") Snowflake 4.6/5(764) [ Compare Now ](https://www.g2.com/compare/ibm-cloud-pak-for-data-vs-snowflake) ##### ##### IBM Cloud Pak for Data Features Model Development Feature Engineering Deployment Application Scalability Data Transformation Real-Time Analytics Data Querying Connectivity Hadoop Integration Spark Integration Multi-Source Analysis [ View More Features ](https://www.g2.com/products/ibm-cloud-pak-for-data/features) ##### Categories on G2 [Predictive Analytics](https://www.g2.com/categories/predictive-analytics)[Infrastructure as a Service (IaaS)](https://www.g2.com/categories/infrastructure-as-a-service-iaas)[Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) [Predictive Analytics](https://www.g2.com/categories/predictive-analytics)[Infrastructure as a Service (IaaS)](https://www.g2.com/categories/infrastructure-as-a-service-iaas)[Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)[Big Data Analytics](https://www.g2.com/categories/big-data-analytics)[Generative AI Infrastructure](https://www.g2.com/categories/generative-ai-infrastructure)[Data Fabric](https://www.g2.com/categories/data-fabric)[Virtual Private Cloud (VPC)](https://www.g2.com/categories/virtual-private-cloud-vpc) [Show MoreShow Less](javascript:void(0);) ##### Explore More [Which emergency management software is most reliable based on reviews from business resilience teams?](https://www.g2.com/discussions/which-emergency-management-software-is-most-reliable-based-on-reviews-from-business-resilience-teams)[Which rebate management platforms are best for distributors that need detailed accrual tracking so rebates are correctly accrued before the vendor statement arrives?](https://www.g2.com/discussions/which-rebate-management-platforms-are-best-for-distributors-that-need-detailed-accrual-tracking-so-rebates-are-correctly-accrued-before-the-vendor-statement-arrives)[What is the best platform for managing visitor check-ins?](https://www.g2.com/discussions/what-is-the-best-platform-for-managing-visitor-check-ins) [Which vendor offers real-time audience engagement features?](https://www.g2.com/discussions/which-vendor-offers-real-time-audience-engagement-features)[Which apparel business management and ERP software supports EDI integration for fashion brands managing wholesale and retail operations?](https://www.g2.com/discussions/which-apparel-business-management-and-erp-software-supports-edi-integration-for-fashion-brands-managing-wholesale-and-retail-operations)[Best online backup service for small business](https://www.g2.com/discussions/what-s-the-best-online-backup-service-for-small-businesses) [Show MoreShow Less](javascript:void(0);)