# Domino Enterprise AI Platform vs IBM Cloud Pak for Data Comparison | | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Star Rating** | 4.3 out of 5 | 4.3 out of 5 | | **Total Reviews** | 28 | 88 | | **Largest Market Segment** | Enterprise (48.1% of reviews) | Enterprise (50.0% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | --- ## Top Pros & Cons ### Domino Enterprise AI Platform Pros: - Ease of Use (4 reviews) - Easy Integrations (2 reviews) Cons: - Cost (1 reviews) - Difficult Setup (1 reviews) ### IBM Cloud Pak for Data **Not enough data** --- ## Ratings Comparison | Rating | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Meets Requirements** | 8.4 (22 reviews) | 8.5 (47 reviews) | | **Ease of Use** | 8.4 (22 reviews) | 8.1 (47 reviews) | | **Ease of Setup** | 7.8 (9 reviews) | 7.2 (26 reviews) | | **Ease of Admin** | 8.1 (6 reviews) | 7.6 (27 reviews) | | **Quality of Support** | 8.1 (20 reviews) | 8.3 (42 reviews) | | **Has the product been a good partner in doing business?** | 8.6 (6 reviews) | 8.1 (25 reviews) | | **Product Direction (% positive)** | 9.0 (23 reviews) | 8.8 (47 reviews) | --- ## Pricing ### Domino Enterprise AI Platform #### Entry-Level Pricing No pricing available #### Free Trial Yes ### IBM Cloud Pak for Data #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Virtual Private Cloud (VPC) | Product | Score | Reviews | |---|---|---| | **Domino Enterprise AI Platform** | N/A | N/A | | **IBM Cloud Pak for Data** | 8.5/10 | 7 | #### Customization | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Custom VMs** | Not enough data | 8.0 (5 reviews) | | **Console Configuration** | Not enough data | Not enough data | | **Operating Systems** | Not enough data | Not enough data | #### Infrastructure | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Network Management** | Not enough data | Not enough data | | **Virtual Machines** | Not enough data | 9.0 (5 reviews) | | **Security** | Not enough data | Not enough data | | **Maintenance** | Not enough data | Not enough data | | **Scalability** | Not enough data | Not enough data | #### Management | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Cloud Migration** | Not enough data | Not enough data | | **Storage Management** | Not enough data | Not enough data | | **Analytics** | Not enough data | Not enough data | | **Database Management** | Not enough data | Not enough data | | **Logging** | Not enough data | Not enough data | ### MLOps Platforms | Product | Score | Reviews | |---|---|---| | **Domino Enterprise AI Platform** | 8.4/10 | 7 | | **IBM Cloud Pak for Data** | N/A | N/A | #### Deployment | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Language Flexibility** | 8.6 (7 reviews) | Not enough data | | **Framework Flexibility** | 8.3 (7 reviews) | Not enough data | | **Versioning** | 7.1 (7 reviews) | Not enough data | | **Ease of Deployment** | 6.4 (7 reviews) | Not enough data | | **Scalability** | 8.1 (7 reviews) | Not enough data | #### Deployment | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Language Flexibility** | 9.0 (7 reviews) | Not enough data | | **Framework Flexibility** | 8.6 (7 reviews) | Not enough data | | **Versioning** | 8.6 (7 reviews) | Not enough data | | **Ease of Deployment** | 8.1 (7 reviews) | Not enough data | | **Scalability** | 8.8 (7 reviews) | Not enough data | #### Management | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Cataloging** | 7.8 (6 reviews) | Not enough data | | **Monitoring** | 8.6 (6 reviews) | Not enough data | | **Governing** | 8.9 (6 reviews) | Not enough data | | **Model Registry** | 8.6 (7 reviews) | Not enough data | #### Operations | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Metrics** | 8.6 (6 reviews) | Not enough data | | **Infrastructure management** | 8.3 (6 reviews) | Not enough data | | **Collaboration** | 8.6 (6 reviews) | Not enough data | #### Management | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Cataloging** | 8.6 (6 reviews) | Not enough data | | **Monitoring** | 9.3 (5 reviews) | Not enough data | | **Governing** | 8.3 (6 reviews) | Not enough data | #### Generative AI | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **AI Text Generation** | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | ### Infrastructure as a Service (IaaS) | Product | Score | Reviews | |---|---|---| | **Domino Enterprise AI Platform** | N/A | N/A | | **IBM Cloud Pak for Data** | 8.2/10 | 9 | #### Infrastructure Provision | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Public Cloud** | Not enough data | 7.7 (8 reviews) | | **Private Cloud** | Not enough data | 8.1 (7 reviews) | | **Hybrid Cloud** | Not enough data | 7.9 (7 reviews) | | **Bare Metal** | Not enough data | 8.3 (6 reviews) | | **High-Performance Computing (HPC)** | Not enough data | 8.5 (8 reviews) | | **Virtual Machines (VMs)** | Not enough data | 7.9 (8 reviews) | | **Edge Computing** | Not enough data | 8.3 (8 reviews) | | **Virtual Networks** | Not enough data | 8.3 (7 reviews) | #### Management | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Pay by Usage** | Not enough data | 8.6 (7 reviews) | | **Usage Tracking** | Not enough data | 8.3 (7 reviews) | | **Performance Tracking** | Not enough data | 8.1 (8 reviews) | #### Functionality | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Resource Auto-Scaling** | Not enough data | 8.3 (8 reviews) | ### Data Science and Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **Domino Enterprise AI Platform** | 8.2/10 | 17 | | **IBM Cloud Pak for Data** | 8.9/10 | 14 | #### System | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Data Ingestion & Wrangling** | 8.1 (15 reviews) | 9.5 (11 reviews) | #### Model Development | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Language Support** | 8.5 (17 reviews) | 8.3 (8 reviews) | | **Drag and Drop** | Feature Not Available | 8.5 (8 reviews) | | **Pre-Built Algorithms** | 8.1 (17 reviews) | 9.1 (9 reviews) | | **Model Training** | 8.6 (17 reviews) | 8.8 (8 reviews) | #### Model Development | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Feature Engineering** | 8.2 (14 reviews) | 8.5 (12 reviews) | #### Machine/Deep Learning Services | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Computer Vision** | 8.4 (16 reviews) | 8.7 (9 reviews) | | **Natural Language Processing** | 8.7 (17 reviews) | 9.4 (8 reviews) | | **Natural Language Generation** | 8.3 (16 reviews) | 9.6 (8 reviews) | | **Artificial Neural Networks** | 8.3 (17 reviews) | 9.0 (7 reviews) | #### Machine/Deep Learning Services | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Natural Language Understanding** | 8.2 (14 reviews) | 9.2 (8 reviews) | | **Deep Learning** | 8.2 (14 reviews) | 9.3 (7 reviews) | #### Deployment | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Managed Service** | 8.2 (17 reviews) | 9.3 (9 reviews) | | **Application** | 8.6 (17 reviews) | 9.3 (9 reviews) | | **Scalability** | 8.1 (17 reviews) | 8.9 (9 reviews) | #### Generative AI | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **AI Text Generation** | 7.6 (7 reviews) | 8.3 (5 reviews) | | **AI Text Summarization** | 7.6 (7 reviews) | 8.3 (5 reviews) | | **AI Text-to-Image** | 7.6 (7 reviews) | 8.3 (5 reviews) | #### Agentic AI - Data Science and Machine Learning Platforms | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | ### Data Fabric | Product | Score | Reviews | |---|---|---| | **Domino Enterprise AI Platform** | N/A | N/A | | **IBM Cloud Pak for Data** | 8.7/10 | 7 | #### Data Management | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Data Integration** | Not enough data | Not enough data | | **Data Discovery** | Not enough data | Not enough data | | **Multi - Platform** | Not enough data | Not enough data | | **Metadata** | Not enough data | 8.3 (5 reviews) | #### Analytics | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Data Analytics** | Not enough data | Not enough data | #### Security | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Compliance** | Not enough data | 9.0 (5 reviews) | | **Governance** | Not enough data | Not enough data | | **Data Protection** | Not enough data | Not enough data | #### Generative AI | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **AI Text Generation** | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | #### Agentic AI - Data Fabric | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | ### Generative AI Infrastructure | Product | Score | Reviews | |---|---|---| | **Domino Enterprise AI Platform** | N/A | N/A | | **IBM Cloud Pak for Data** | N/A | N/A | #### Scalability and Performance - Generative AI Infrastructure | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **AI High Availability** | Not enough data | Not enough data | | **AI Model Training Scalability** | Not enough data | Not enough data | | **AI Inference Speed** | Not enough data | Not enough data | #### Cost and Efficiency - Generative AI Infrastructure | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **AI Cost per API Call** | Not enough data | Not enough data | | **AI Resource Allocation Flexibility** | Not enough data | Not enough data | | **AI Energy Efficiency** | Not enough data | Not enough data | #### Integration and Extensibility - Generative AI Infrastructure | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **AI Multi-cloud Support** | Not enough data | Not enough data | | **AI Data Pipeline Integration** | Not enough data | Not enough data | | **AI API Support and Flexibility** | Not enough data | Not enough data | #### Security and Compliance - Generative AI Infrastructure | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | | **AI Role-based Access Control** | Not enough data | Not enough data | | **AI Data Encryption** | Not enough data | Not enough data | #### Usability and Support - Generative AI Infrastructure | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **AI Documentation Quality** | Not enough data | Not enough data | | **AI Community Activity** | Not enough data | Not enough data | ### Predictive Analytics | Product | Score | Reviews | |---|---|---| | **Domino Enterprise AI Platform** | N/A | N/A | | **IBM Cloud Pak for Data** | 8.6/10 | 11 | #### Statistical Tool | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Scripting** | Not enough data | 8.3 (5 reviews) | | **Data Mining** | Not enough data | 8.8 (8 reviews) | | **Algorithms** | Not enough data | 8.6 (7 reviews) | #### Data Analysis | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Analysis** | Not enough data | 8.7 (9 reviews) | | **Data Interaction** | Not enough data | 9.0 (7 reviews) | #### Decision Making | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Modeling** | Not enough data | 8.3 (6 reviews) | | **Data Visualizations** | Not enough data | 8.8 (7 reviews) | | **Report Generation** | Not enough data | 8.8 (8 reviews) | | **Data Unification** | Not enough data | 8.3 (8 reviews) | #### Generative AI | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **AI Text Generation** | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | ### Big Data Analytics | Product | Score | Reviews | |---|---|---| | **Domino Enterprise AI Platform** | N/A | N/A | | **IBM Cloud Pak for Data** | 8.6/10 | 34 | #### Data Transformation | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Real-Time Analytics** | Not enough data | 8.5 (27 reviews) ✓ Verified | | **Data Querying** | Not enough data | 9.1 (15 reviews) ✓ Verified | #### Connectivity | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Hadoop Integration** | Not enough data | 8.0 (23 reviews) ✓ Verified | | **Spark Integration** | Not enough data | 8.6 (22 reviews) ✓ Verified | | **Multi-Source Analysis** | Not enough data | 8.1 (25 reviews) ✓ Verified | | **Data Lake** | Not enough data | 8.7 (24 reviews) ✓ Verified | #### Operations | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Data Visualization** | Not enough data | 8.7 (26 reviews) ✓ Verified | | **Data Workflow** | Not enough data | 8.9 (25 reviews) ✓ Verified | | **Governed Discovery** | Not enough data | 8.4 (23 reviews) ✓ Verified | | **Embedded Analytics** | Not enough data | 8.8 (24 reviews) ✓ Verified | | **Notebooks** | Not enough data | 8.7 (13 reviews) ✓ Verified | ### Big Data | Product | Score | Reviews | |---|---|---| | **Domino Enterprise AI Platform** | N/A | N/A | | **IBM Cloud Pak for Data** | N/A | N/A | #### Building Reports | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Data Transformation** | Not enough data | Not enough data | | **Data Modeling** | Not enough data | Not enough data | | **WYSIWYG Report Design** | Not enough data | Not enough data | | **Integration APIs** | Not enough data | Not enough data | #### Platform | Feature | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Mobile User Support** | Not enough data | Not enough data | | **Customization ** | Not enough data | Not enough data | | **User, Role, and Access Management** | Not enough data | Not enough data | | **Internationalization** | Not enough data | Not enough data | | **Sandbox / Test Environments** | Not enough data | Not enough data | | **Performance and Reliability** | Not enough data | Not enough data | | **Breadth of Partner Applications** | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Unique to Domino Enterprise AI Platform (1):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Unique to IBM Cloud Pak for Data (6):** [Data Fabric Software](https://www.g2.com/categories/data-fabric), [Virtual Private Cloud (VPC) Software](https://www.g2.com/categories/virtual-private-cloud-vpc), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Infrastructure as a Service (IaaS) Software](https://www.g2.com/categories/infrastructure-as-a-service-iaas), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure) --- ## Reviewer Demographics ### By Company Size | Segment | Domino Enterprise AI Platform | IBM Cloud Pak for Data | |---|---|---| | **Small-Business** | 40.7% | 31.4% | | **Mid-Market** | 11.1% | 18.6% | | **Enterprise** | 48.1% | 50.0% | ### By Industry #### Domino Enterprise AI Platform - **Computer Software:** 25.9% - **Information Technology and Services:** 18.5% - **Consulting:** 7.4% - **Retail:** 7.4% - **Insurance:** 7.4% - **Manufacturing:** 3.7% - **Pharmaceuticals:** 3.7% - **Non-Profit Organization Management:** 3.7% - **Internet:** 3.7% - **Industrial Automation:** 3.7% - **Other:** 14.8% #### IBM Cloud Pak for Data - **Computer Software:** 12.9% - **Banking:** 8.6% - **Information Technology and Services:** 8.6% - **Education Management:** 5.7% - **Financial Services:** 5.7% - **Accounting:** 4.3% - **Computer & Network Security:** 2.9% - **Computer Networking:** 2.9% - **Entertainment:** 2.9% - **Government Administration:** 2.9% - **Other:** 42.9% --- ## Alternatives ### Alternatives to Domino Enterprise AI Platform - [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (783 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews) - [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (320 reviews) - [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (393 reviews) ### Alternatives to IBM Cloud Pak for Data - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (783 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews) - [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews) - [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews) - [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews) - [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) — 4.5/5 stars (235 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) --- ## Top Discussions ### Domino Enterprise AI Platform - Title: [What is Domino Python?](https://www.g2.com/discussions/domino-what-is-domino-python) — 1 comment *(includes official response)* > **Top comment:** "Python is one of the languages supported natively in Domino, along with R, MATLAB, and others. Full details about Python support in Domino can be found at..." - Title: [What is Domino Python?](https://www.g2.com/discussions/what-is-domino-python) — 1 comment *(includes official response)* > **Top comment:** "Python is one of the languages supported natively in Domino, along with R, MATLAB, and others. Full details about Python support in Domino can be found at..." - Title: [What is Domino machine learning?](https://www.g2.com/discussions/domino-what-is-domino-machine-learning) — 1 comment *(includes official response)* > **Top comment:** "Domino supports a wide variety of machine learning algorithms, from supervised and unsupervised machine learning, to reinforcement learning and deep..." - Title: [What is Domino machine learning?](https://www.g2.com/discussions/what-is-domino-machine-learning) — 1 comment *(includes official response)* > **Top comment:** "Domino supports a wide variety of machine learning algorithms, from supervised and unsupervised machine learning, to reinforcement learning and deep..." - Title: [Is Domino an IDE?](https://www.g2.com/discussions/domino-is-domino-an-ide) — 1 comment *(includes official response)* > **Top comment:** "No. Domino is a data science and Enterprise MLOps platform that allows data scientists to install a variety of IDEs such as JupyterLab, R Studio, PyCharm,..." ### IBM Cloud Pak for Data No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/domino-enterprise-ai-platform-vs-ibm-cloud-pak-for-data)