--- 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 Alternative Dispute Resolution](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Alternative Dispute Resolution") AA Verified User in Alternative Dispute Resolution Small-Business (50 or fewer emp.) 2/14/2019 "Private cloud seems to fit" 5/5 What do you like best about IBM Cloud Pak for Data? I like that private cloud can be used to consolidate data to fullfill regulation guidelines Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? i had to dig a little to find out about it Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? consolidating data Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Government Administration](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Government Administration") CG Verified User in Government Administration Mid-Market (51-1000 emp.) 11/21/2018 "Deploying elements" 3.5/5 What do you like best about IBM Cloud Pak for Data? The interface is very intuitive in terms of handling and using the elements. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? The documentation regarding examples and sequence of operations is poor, so performing relatively complex operations is not easy since it is not possible to find examples of the same. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Problems I have not found. However, I have arranged great options regarding the deployment and availability of various artifacts. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 inviteAI Translated ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") CI Verified User in Information Technology and Services Mid-Market (51-1000 emp.) 2/11/2019 Business partner of the seller or seller's competitor, not included in G2 scores. "Best kept secret of the hybrid cloud." 2.5/5 What do you like best about IBM Cloud Pak for Data? A single platform for data capture, modeling, storage, and distribution. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Marketing, marketing, marketing.... Does the name keep changing? Tell the world about this amazing solution. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Data capture, storage, modeling. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") CF Verified User in Financial Services Enterprise (\> 1000 emp.) 2/13/2019 "going to icp" 4.5/5 What do you like best about IBM Cloud Pak for Data? open source supported by ibm as well as portability, and easy transition from redhat Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? steep learning curve, difficult to get all stakeholders aligned Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? ability to access data Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Health, Wellness and Fitness](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Health, Wellness and Fitness") IH Verified User in Health, Wellness and Fitness Enterprise (\> 1000 emp.) 2/12/2019 "Suggest public cloud as you will be limited to private cloud" 3.5/5 What do you like best about IBM Cloud Pak for Data? Gives piece of mind from compliance perspective and great platform as a service for accelerated development. Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? missing out features from public cloud. Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Health industry acceleration to cloud Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Government Administration](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Government Administration") CG Verified User in Government Administration Enterprise (\> 1000 emp.) 2/14/2019 Business partner of the seller or seller's competitor, not included in G2 scores. "Robust and secure private cloud platform infused with AI" 4/5 What do you like best about IBM Cloud Pak for Data? Ease of development and deployement, open source support, kubernetes based Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Better community support and support for the technology Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? Used cases across citizen governance, telecom ad manufacturing Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Banking](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Banking") IB Verified User in Banking Enterprise (\> 1000 emp.) 2/13/2019 "ICP security overviez" 2.5/5 What do you like best about IBM Cloud Pak for Data? Based on kubernetes with intersteting capibilities on top Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Not CIS compliant by default (security) Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? All business. ICP allows a IBM supported solutions to enhance kubernetes Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Security and Investigations](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Security and Investigations") IS Verified User in Security and Investigations Mid-Market (51-1000 emp.) 2/11/2019 "ICP4D for Cyber Threat Intelligence" 5/5 What do you like best about IBM Cloud Pak for Data? I like that ICP4D supports tensorflow to use Deep Learning Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? I want ICP4D to support GPU along with tensorflow Review collected by and hosted on G2.com. Recommendations to others considering IBM Cloud Pak for Data: thank you Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? To analyze cyber threat intelligence Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Telecommunications](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Telecommunications") AT Verified User in Telecommunications Mid-Market (51-1000 emp.) 2/12/2019 "IBM cloud Private for data " 4.5/5 What do you like best about IBM Cloud Pak for Data? We have hosted several servers on obm softlayer . Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? The over support has been little slow . Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? The company It runs on Ibm softlayer Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Health, Wellness and Fitness](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Health, Wellness and Fitness") AH Verified User in Health, Wellness and Fitness Enterprise (\> 1000 emp.) 2/12/2019 "Its fun to use" 3/5 What do you like best about IBM Cloud Pak for Data? I find it to be very very scalable it is Review collected by and hosted on G2.com. What do you dislike about IBM Cloud Pak for Data? Challenges accross multiple cloud environments Review collected by and hosted on G2.com. What problems is IBM Cloud Pak for Data solving and how is that benefiting you? It allows us to be flexible for our customers Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ## 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);)