Trying to decide between Pentaho and JMP? Both are industry-leading solutions, but which one is the best fit for your business? In this detailed comparison, we evaluate their features, pricing, ease of use, and customer support to help you make an informed choice. Whether you need advanced automation, better scalability, or user-friendly interfaces, this guide breaks down everything you need to know to select the right software for your needs.
Explore other software products that may fit your needs before making a final choice.
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Compare ratings, pricing, descriptions, buyer fit, integrations, category features, product details, alternatives, and SoftwareWorld’s final conclusion with Pentaho on the left and JMP on the right.
Pentaho
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JMP
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See ratings, free-trial availability, starting price, and a short description for each product in two dedicated columns.
Software
Pentaho is a powerful reporting software that provides businesses with advanced data integration and analytics capabilities. Designed for users of all skill levels, Pentaho enables organizations to transform raw data...
Read more about Pentaho
Software
JMP is a powerful, interactive software for statistical discovery, tailored for scientists and engineers. Its standout feature is dynamic data visualization, which transforms raw data into clear, actionable insights through...
Read more about JMPCompare problem it solves, core use cases, target users, industry fit, key features, and USP for both products in two dedicated columns.
Buyer fit
Integrates And Analyzes Data For Informed Business Decision-making
Streamline Data Integration With Powerful,user-friendly Analytics Tools
Buyer fit
Data Analysis And Visualization For Informed Decision-making
Innovative Solutions Driving Your Business Success
Compare the popular integrations highlighted on each profile and open the full integration list for either product when you want deeper detail.
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Open any shared category to compare the features selected under that category for both products.
Features shown here belong only to the Business Intelligence Software category.
| Feature | Pentaho | JMP |
|---|---|---|
| Ad hoc Reporting | Listed | Listed |
| Strategic Planning | Listed | Listed |
| Dashboard | Listed | Listed |
| Real Time Analytics | Listed | Listed |
| Multiple Data Sources | Listed | Listed |
| Data Transformation | Listed | Listed |
| Scorecards | Listed | Not listed |
| Metadata Management | Listed | Not listed |
| Customizable Reports | Listed | Listed |
| Trend Analysis | Listed | Listed |
| Data Import/Export | Listed | Listed |
| Collaboration Tools | Listed | Not listed |
| Key Performance Indicators | Listed | Not listed |
| Data Extraction | Listed | Listed |
| Data Visualization | Listed | Listed |
| Forecasting | Listed | Listed |
| Data Connectors | Listed | Listed |
| Data Synchronization | Listed | Listed |
| Self Service Data Preparation | Listed | Listed |
| Visual Analytics | Listed | Listed |
| Access Controls/Permissions | Listed | Listed |
| Data Mapping | Listed | Listed |
| Predictive Analytics | Listed | Listed |
| Dashboard Creation | Listed | Listed |
| Performance Metrics | Listed | Not listed |
| Reporting/Analytics | Listed | Listed |
| Artificial Intelligence | Not listed | Not listed |
Features shown here belong only to the Business Dashboard Software category.
| Feature | Pentaho | JMP |
|---|---|---|
| Scorecards | Listed | Not listed |
| Data Connectors | Listed | Listed |
| KPI Monitoring | Listed | Not listed |
| Alerts/Notifications | Listed | Listed |
| Public Dashboards | Listed | Listed |
| Data Visualization | Listed | Listed |
| Private Dashboards | Listed | Listed |
| Customizable Reports | Listed | Listed |
| Forecasting | Listed | Listed |
| Reporting/Analytics | Listed | Listed |
| Performance Metrics | Listed | Not listed |
| Collaboration Tools | Listed | Not listed |
| Widgets | Listed | Listed |
| Dashboard Creation | Listed | Listed |
| Data Synchronization | Listed | Listed |
| Single Page View | Listed | Not listed |
| Trend Analysis | Listed | Listed |
| Functions/Calculations | Listed | Listed |
| Multiple Data Sources | Listed | Listed |
| Predictive Analytics | Listed | Listed |
| Artificial Intelligence | Not listed | Not listed |
Features shown here belong only to the Data Visualization Software category.
| Feature | Pentaho | JMP |
|---|---|---|
| Data Management | Listed | Listed |
| Data Import/Export | Listed | Listed |
| Ad hoc Reporting | Listed | Listed |
| Data Visualization | Listed | Listed |
| Customizable Reports | Listed | Listed |
| Access Controls/Permissions | Listed | Listed |
| Visual Discovery | Listed | Listed |
| Search/Filter | Listed | Listed |
| Multiple Data Sources | Listed | Listed |
| Activity Dashboard | Listed | Listed |
| Visual Analytics | Listed | Listed |
| Collaboration Tools | Listed | Not listed |
| Data Connectors | Listed | Listed |
| Data Mapping | Listed | Not listed |
| Trend Analysis | Listed | Listed |
| Reporting & Statistics | Listed | Listed |
| Predictive Analytics | Listed | Listed |
| Dashboard Creation | Listed | Listed |
| Drag & Drop | Listed | Listed |
| Real Time Reporting | Listed | Listed |
| Historical Reporting | Listed | Listed |
| Artificial Intelligence | Not listed | Not listed |
Features shown here belong only to the Big Data Software category.
| Feature | Pentaho | JMP |
|---|---|---|
| Data Blending | Listed | Listed |
| Third-Party Integrations | Listed | Listed |
| Trend Analysis | Listed | Listed |
| Data Connectors | Listed | Listed |
| Collaboration Tools | Listed | Not listed |
| Predictive Analytics | Listed | Listed |
| High Volume Processing | Listed | Listed |
| Data Warehousing | Listed | Not listed |
| Data Visualization | Listed | Listed |
| Visual Analytics | Listed | Listed |
| Access Controls/Permissions | Listed | Listed |
| Forecasting | Listed | Listed |
| Data Security | Listed | Not listed |
| Statistical Analysis | Listed | Listed |
| Artificial Intelligence | Not listed | Not listed |
Features shown here belong only to the Data Discovery Software category.
| Feature | Pentaho | JMP |
|---|---|---|
| Third-Party Integrations | Listed | Listed |
| Data Transformation | Listed | Listed |
| Search/Filter | Listed | Listed |
| Sensitive Data Identification | Listed | Not listed |
| Data Visualization | Listed | Listed |
| Reporting/Analytics | Listed | Listed |
| Visual Analytics | Listed | Listed |
| Data Extraction | Listed | Listed |
| Multiple Data Sources | Listed | Listed |
| Dashboard Creation | Listed | Listed |
| Self Service Data Preparation | Listed | Listed |
| Data Connectors | Listed | Listed |
| Access Controls/Permissions | Listed | Listed |
| Data Mapping | Listed | Not listed |
| Publishing/Sharing | Listed | Listed |
| Data Cleansing | Listed | Listed |
| Artificial Intelligence | Not listed | Not listed |
Features shown here belong only to the Reporting Software category.
| Feature | Pentaho | JMP |
|---|---|---|
| Forecasting | Listed | Listed |
| OLAP | Listed | Not listed |
| Customizable Dashboard | Listed | Listed |
| Visual Analytics | Listed | Listed |
| Multiple Data Sources | Listed | Listed |
| Performance Metrics | Listed | Not listed |
| Data Import/Export | Listed | Listed |
| Financial Reporting | Listed | Not listed |
| Real-Time Reporting | Listed | Listed |
| Drag & Drop | Listed | Listed |
| Access Controls/Permissions | Listed | Listed |
| Ad hoc Query | Listed | Listed |
| Scheduled/Automated Reports | Listed | Listed |
| Search/Filter | Listed | Listed |
| Third-Party Integrations | Listed | Listed |
| Sales Reports | Listed | Not listed |
| Marketing Reports | Listed | Not listed |
| Data Connectors | Listed | Listed |
| Collaboration Tools | Listed | Listed |
| Artificial Intelligence | Not listed | Not listed |
Compare deployment, device support, pricing model, support channels, and target company size for both products.
Explore alternatives to Pentaho and JMP before making a final choice.
Explore other software products that buyers may consider instead of Pentaho.
Explore other software products that buyers may consider instead of JMP.
This comparison brings public profile information, category-specific feature selections, review visibility, and clearly labeled sponsored placements together in a structured format so you can evaluate both products with confidence.
Each section keeps Pentaho and JMP in clearly separated columns so you can compare equivalent information without losing context.
Shared categories open into their own feature comparisons, helping you review use-case-specific capabilities rather than only broad product claims.
Sponsored products stay outside the detailed comparison, and paid placements are clearly labeled so the core comparison remains focused on Pentaho and JMP.
Profile pages, category pages, integrations, and alternatives are linked throughout the page so you can continue your research from the same comparison.
